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> test-drive ui-ux-pro-max-skill from honeystax
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> not for me, remove it
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Every vibe coding tool. One curated board.

Agents, MCPs, skills, and plugins worth running, curated daily. Test-drive anything without wrecking your setup.

$installone command in, sandboxed
$removeone command out, zero residue
$clone-stackbatch-install a whole builder setup
Browse the board →
0 added today · 27.3M stars tracked
5 builders · 9 categories
Platform:
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Tool type:
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Quick filter:

boltHot Tools

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01
ui-ux-pro-max-skillUUniversalAn AI SKILL that provide design intelligence for building professional UI/UX multiple platforms
111k
updated 13d ago
02
system_prompts_leaksMMultipleExtracted system prompts from Anthropic - Claude Fable 5, Opus 5, Claude Design, Claude Code. OpenAI - ChatGPT GPT-5....
61k
updated 10d ago
03
Understand-AnythingMMultipleGraphs that teach > graphs that impress. Turn any code into an interactive knowledge graph you can explore, search, a...
76k
updated 10d ago
04
graphifyMMultipleTurn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill...
97k
updated 9d ago
05
open-designMMultipleThe open-source Claude Design alternative. Local-first desktop app. Your coding agent becomes the design e...
82k
updated 10d ago
06
rtkUUniversalCLI proxy that reduces LLM token consumption by 60-90% on common dev commands. Single Rust binary, zero dependencies
74k
updated 9d ago
07
OpenMontageUUniversalWorld's first open-source, agentic video production system. 12 production pipelines, 100+ tools, 700+ agent skill and...
43k
updated 10d ago
08
awesome-llm-appsUUniversal100+ AI Agent & RAG apps you can actually run — clone, customize, ship.
124k
updated 10d ago
09
CowAgentUUniversalOpen-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...
46k
updated 11d ago
10
headroomUUniversalCompress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...
63k
updated 10d ago

terminalBreakout Repos

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alibaba/open-code-review
GoTRENDING
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moeru-ai/airi
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bradautomates/claude-video
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fxhoudinimcpThe most comprehensive MCP server for SideFX Houdini.
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affine-mcp-serverModel Context Protocol server for AFFiNE. Connect AI assistants to AFFiNE workspaces, documents, databases, and colla...
MCP
235
03
mcp-automemMCP client for AutoMem — give Claude, Cursor, Codex, and other MCP tools durable graph+vector memory across conversat...
MCP
63
04
godot-mcp-enhancedEnhanced MCP server for Godot 4.5-4.7: 33 tools / 199 actions, 3-layer architecture (headless + editor + game bridge)...
MCP
76
05
coding-tools-mcpGive any AI agent the ability to code
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351
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gemini-notebook-mcp-cliProgrammatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and A...
MCP
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local_fire_departmentCritical AI News

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01A Browser Built From Scratch for Machines, Not Humans: Inside LightpandaMedium02The “I Built This With One Prompt” Trend: Myth or Method?Medium03My Deep Dive into Grok Build: The AI Agent Redefining My WorkflowMedium04MCP for Analytics: The Protocol Solves Connectivity, Not ComprehensionMedium05Claude Opus 5 Makes Frontier Model Choice More DifficultMedium06How to preserve your team’s tacit knowledge in agentic world.Medium07Hallmark Skill: Anti-AI-Slop Audit & Design for Professional Web Development | 302.AIMedium08How I Turn AI-Generated HTML into Editable Figma Files in Under a MinuteMediumREAD_FULL_BRIEFING
LIVE_STATUS:
TOOLS_INDEXED: 6852ADDED_TODAY: 0STARS_TRACKED: 27.3MBUILDERS_INSIDE: 5CATEGORIES: 9LATEST_ADD: fxhoudinimcpTOP_MOVER: ui-ux-pro-max-skill TOOLS_INDEXED: 6852ADDED_TODAY: 0STARS_TRACKED: 27.3MBUILDERS_INSIDE: 5CATEGORIES: 9LATEST_ADD: fxhoudinimcpTOP_MOVER: ui-ux-pro-max-skill
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1644 projects found

graphifystar
MCP Server

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill...

Featured build97k repo stars29196 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.

Turn any codebase, with its docs, SQL schemas, configs, and PDFs, into a queryable knowledge graph. A /graphify skill for Claude Code, Cursor, Codex, and Gemini CLI: local deterministic AST…

U
CowAgentstar
MCP Server

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and know...

Featured build46k repo stars13851 builder votes
Updated 11d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Open-source super AI assistant & Agent Harness. Plans tasks, runs tools and skills, self-evolves with memory and knowledge. Multi-model, multi-channel. Lightweight, extensible, one-line ins…

U
headroomstar
MCP Server

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-...

Featured build63k repo stars18852 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.. An…

U
worldmonitorstar
MCP Server

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tra...

Featured build76k repo stars22659 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Real-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tracking in a unified situational awareness interface. An open-source mcp s…

U
siyuanstar
MCP Server

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and gol...

Featured build45k repo stars13640 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

A privacy-first, self-hosted, fully open source personal knowledge management software, written in typescript and golang.. An open-source mcp server for the AI coding ecosystem.

ECCstar
MCP Server

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first developmen...

Featured build234k repo stars70296 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.

The agent harness performance optimization system. Skills, instincts, memory, security, and research-first development for Claude Code, Codex, Opencode, Cursor and beyond.. An open-source m…

U
agentic-awesome-skillsstar
MCP Server

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validat...

Featured build44k repo stars13214 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

AAS Core is the local, agent-first control plane for complete catalog discovery, agent-owned selection, stack validation, and planning, backed by 1,987+ agentic skills. Includes CLI, local …

U
codebase-memory-mcpstar
MCP Server

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in...

Featured build36k repo stars10805 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

High-performance code intelligence MCP server. Indexes codebases into a persistent knowledge graph — average repo in milliseconds. 158 languages, sub-ms queries, 99% fewer tokens. Single st…

U
Vibe-Tradingstar
MCP Server

"Vibe-Trading: Your Personal Trading Agent"

Featured build28k repo stars8447 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

"Vibe-Trading: Your Personal Trading Agent". An open-source mcp server for the AI coding ecosystem.

OmniRoutestar
MCP Server

Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, Ope...

Featured build32k repo stars9724 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.

Never stop coding. Free MIT AI gateway: one endpoint, 290+ providers (90+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Curs…

U
private-gptstar
MCP Server

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works...

Featured build57k repo stars17214 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.. An open-source mcp server…

cc-switchstar
MCP ServerClaude Code Apps

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent....

Featured build122k repo stars36551 builder votes
Updated 6d agoGo, TypeScript, Rust, React, Tailwind, Vite, SQLite, Claude, Anthropic, GPT, AWS, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Go, TypeScript, Rust, React, Tailwind, Vite, SQLite, Claude, Anthropic, GPT, AWS, pnpm

A cross-platform desktop All-in-One assistant for Claude Code, Codex, OpenCode, OpenClaw, Grok Build & Hermes Agent. Only official website: ccswitch.io. An open-source mcp server for the AI…

U
jcode
MCP Server

The most RAM effiecent harness

Stack favorite12k repo stars3698 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The most RAM effiecent harness. An open-source mcp server for the AI coding ecosystem.

U
FunASR
MCP Server

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization...

Stack favorite20k repo stars5854 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Open-source speech recognition toolkit for training, inference, streaming ASR, VAD, punctuation, speaker diarization pipelines, and OpenAI-compatible/MCP serving.. An open-source mcp server…

U
context-mode
MCP Server

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and...

Stack favorite19k repo stars5817 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Context window optimization for AI coding agents. Sandboxes tool output (98% reduction), persists session memory, and enforces routing across 17 platforms via MCP + hooks.. An open-source…

U
mcp-toolbox
MCP Server

MCP Toolbox for Databases is an open source MCP server for databases.

Stack favorite16k repo stars4811 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

MCP Toolbox for Databases is an open source MCP server for databases.. An open-source mcp server for the AI coding ecosystem.

U
Agent-Reachstar
MCP ServerCode & Search

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHon...

Featured build61k repo stars18400 builder votes
Updated 10d agoPython, Go, Claude, LLM, Docker
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalPython, Go, Claude, LLM, Docker

Give your AI agent eyes to see the entire internet. Read & search Twitter, Reddit, YouTube, GitHub, Bilibili, XiaoHongShu — one CLI, zero API fees.. An open-source mcp server for the AI cod…

U
XHS-Downloaderstar
MCP Server

小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件

Featured build12k repo stars1210 builder votes
Updated 11d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

小红书(XiaoHongShu、RedNote)链接提取/作品采集工具:提取账号发布、收藏、点赞、专辑作品链接;提取搜索结果作品、用户链接;采集小红书作品信息;提取小红书作品下载地址;下载小红书作品文件

U
mempalacestar
MCP Server

The best-benchmarked open-source AI memory system. And it's free.

Featured build57k repo stars5514 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

The best-benchmarked open-source AI memory system. And it's free.. An open-source mcp server for the AI coding ecosystem.

U
nuclear
MCP Server

Streaming music player that finds free music for you

Stack favorite18k repo stars5436 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Streaming music player that finds free music for you. An open-source mcp server for the AI coding ecosystem.

U
hyperframesstar
MCP Server

Write HTML. Render video. Built for agents.

Featured build38k repo stars11456 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Write HTML. Render video. Built for agents.. An open-source mcp server for the AI coding ecosystem.

U
Everywhere
MCP Server

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act...

Stack favorite6.2k repo stars1858 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

On-screen aware AI assistant for your desktop. Uses current app context, multiple LLMs, and MCP tools to help you act across apps.. An open-source mcp server for the AI coding ecosystem.

U
mockserver-monorepo
MCP Server

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic,...

Stack favorite4.9k repo stars1478 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

MockServer is an HTTP(S) mock server and proxy for testing that lets you mock APIs, inspect and modify live traffic, and inject failures. It supports HTTP/1.1, HTTP/2, gRPC, WebSockets, TCP…

O
screenpipestar
MCP Server

YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes age...

Featured build21k repo stars6174 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClaw

YC (S26) | Record your screen 24/7 and plug into your agents. Local, private, secure. Connect to OpenClaw, Hermes agent and 100+ apps. An open-source mcp server for the AI coding ecosystem.

U
page-agentstar
MCP Server

JavaScript in-page GUI agent. Control web interfaces with natural language.

Featured build27k repo stars2437 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

JavaScript in-page GUI agent. Control web interfaces with natural language.. An open-source mcp server for the AI coding ecosystem.

U
lemonade
MCP Server

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Joi...

Stack favorite5.1k repo stars1542 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Lemonade helps users discover and run local AI apps by serving optimized LLMs right from their own GPUs and NPUs. Join our discord: https://discord.gg/5xXzkMu8Zk. An open-source mcp server …

ai-berkshire
MCP Server

AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing re...

Stack favorite15k repo stars4354 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

AI 时代的伯克希尔:基于 Claude Code / Codex 的价值投资研究框架。巴菲特·芒格·段永平·李录四大师方法论 + 多Agent并行研究。| AI-era Berkshire: a value investing research framework built for Claude Code / Codex. 4 masters' methodologies…

U
unstract
MCP Server

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows

Stack favorite6.9k repo stars2081 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

LLM-Driven Extraction of Unstructured Data — Built for API Deployments & ETL Pipeline Workflows. An open-source mcp server for the AI coding ecosystem.

U
dbx
MCP Server

20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, Mongo...

Stack favorite12k repo stars3630 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

20 MB lightweight cross-platform database client for 70+ databases, including MySQL, PostgreSQL, SQLite, Redis, MongoDB, DuckDB, SQL Server, and Dameng. Built-in AI, MCP Server, CLI, deskto…

ruflostar
MCP ServerClaude Code Agents

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build...

Featured build66k repo stars19894 builder votes
Updated 5d agoClaude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Claude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm

The leading agent meta-harness. Deploy intelligent multi-player swarms, coordinate autonomous workflows, and build conversational AI systems. Features adaptive memory, self-learning inte…

U
ai-engineering-from-scratchstar
MCP Server

Learn it. Build it. Ship it for others.

Featured build43k repo stars4267 builder votes
Updated 1mo ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Learn it. Build it. Ship it for others.. An open-source mcp server for the AI coding ecosystem.

U
xberg
MCP Server

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured informati...

Stack favorite8.7k repo stars2612 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 98+ formats. Available for R…

Unity-MCP
MCP Server

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient tok...

Stack favorite3.7k repo stars368 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

AI Skills, MCP Tools, and CLI for Unity Engine. Full AI develop and test loop. Use cli for quick setup. Efficient token usage, advanced tools. Any C# method may be turned into a tool by a s…

U
difystar
MCP Server

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on...

Featured build151k repo stars45151 builder votes
Updated 4d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Build Agentic workflows, RAG pipelines, with rich AI model and tool support on one collaborative workspace. Deploy on cloud, VPC, or self-hosted, so teams move from prototype to production …

U
webiny-js
MCP Server

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenan...

Stack favorite8.0k repo stars2406 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Open-source, self-hosted CMS platform on AWS serverless (Lambda, DynamoDB, S3). TypeScript framework with multi-tenancy, lifecycle hooks, GraphQL API, and AI-assisted development via MCP se…

U
whodb
MCP Server

Where data access meets operational intelligence

Stack favorite4.9k repo stars1481 builder votes
Updated 10d ago
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UUniversal

Where data access meets operational intelligence. An open-source mcp server for the AI coding ecosystem.

U
slackdump
MCP Server

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

Stack favorite2.7k repo stars270 builder votes
Updated 12d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.

U
ai-engineering-hubstar
MCP Server

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Featured build37k repo stars11023 builder votes
Updated 12d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.. An open-source mcp server for the AI coding ecosystem.

U
code-review-graphstar
MCP Server

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...

Featured build27k repo stars8130 builder votes
Updated 10d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

Local-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read only what matters, with benchmarked context reductions on reviews and l…

U
dagu
MCP Server

Local-first workflow engine for ops automation and AI-assisted operations. Open source and self-hostable: single bina...

Stack favorite3.7k repo stars1105 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Local-first workflow engine for ops automation and AI-assisted operations. Open source and self-hostable: single binary, no DBMS. Define DAGs in declarative YAML. Built-in MCP server so AI …

tabularis
MCP Server

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHous...

Stack favorite3.9k repo stars1181 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Cursor AI

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 15+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin…

tradingview-mcp
MCP Server

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Curs...

Stack favorite3.7k repo stars1109 builder votes
Updated 11d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Cursor AI

TradingView MCP server — real-time market data, technical analysis, screeners & backtesting for Claude, ChatGPT, Cursor & any MCP client. Stocks, crypto, forex & futures across global excha…

U
wigolo
MCP Server

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud,...

Stack favorite3.4k repo stars338 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The go-to web for your AI coding agent — local-first search, fetch, crawl & research over MCP. No API keys, no cloud, $0/query. Public beta.. An open-source mcp server for the AI coding eco…

NotFair
MCP Server

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

Stack favorite3.2k repo stars947 builder votes
Updated 10d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude Code

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. An open-source mcp server for the AI coding ecosystem.

U
neo
MCP Server

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm i...

Stack favorite3.2k repo stars324 builder votes
Updated 9d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Neo.mjs is a self-evolving software organism: a professional end-to-end AI engineering team whose cross-model swarm inhabits live apps via Neural Link, Active Hybrid GraphRAG, DreamService,…

EverOS
MCP Server

Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code,...

Stack favorite11k repo stars2654 builder votes
Updated 13d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

Self-evolving memory across Agent and platform. The one portable memory layer for every agent they use - Claude Code, Codex, OpenClaw, Hermes, and more. An open-source mcp server for the AI…

U
palmier-prostar
MCP Server

macOS video editor built for AI

Featured build12k repo stars1237 builder votes
Updated 9d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

macOS video editor built for AI. An open-source mcp server for the AI coding ecosystem.

O
AstrBotstar
MCP ServerChat & Assistants

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and ca...

Featured build38k repo stars11464 builder votes
Updated 6d agoGo, Python, Docker, Kotlin, OpenAI, Anthropic, Ollama, GPT, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
OOpenClawGo, Python, Docker, Kotlin, OpenAI, Anthropic, Ollama, GPT, LLM

AI Agent Assistant & development framework that integrates lots of IM platforms, LLMs, plugins and AI feature, and can be your openclaw alternative.. An open-source mcp server for the AI …

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webclaw
MCP Server

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST...

Stack favorite1.8k repo stars185 builder votes
Updated 10d ago
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UUniversal

Fast, local-first web content extraction for LLMs. Scrape, crawl, extract structured data — all from Rust. CLI, REST API, and MCP server.

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radar
MCP Server

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Hel...

Stack favorite2.7k repo stars266 builder votes
Updated 9d ago
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UUniversal

The missing open source Kubernetes UI. Topology, event timeline, and service traffic — plus resource browsing and Helm management.

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chrome-devtools-mcpstar
MCP ServerBrowser & DevTools

Chrome DevTools for coding agents

Featured build48k repo stars14316 builder votes
Updated 5d agoGo, Claude, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Claude, LLM

Chrome DevTools for coding agents. An open-source mcp server for the AI coding ecosystem.

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CodePilot
MCP Server

A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. B...

Stack favorite6.2k repo stars1859 builder votes
Updated 11d ago
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UUniversal

A multi-model AI agent desktop client — connect any AI provider, extend with MCP & skills, control from your phone. Built with Electron + Next.js.. An open-source mcp server for the AI codi…

claude-plugins-officialstar
MCP Server

Official, Anthropic-managed directory of high quality Claude Code Plugins.

Featured build33k repo stars9830 builder votes
Updated 5d ago
Featured buildAlready singled out as one of the stronger builds on the board.
Claude CodeClaude Code

Official, Anthropic-managed directory of high quality Claude Code Plugins.. An open-source mcp server for the AI coding ecosystem.

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carbon
MCP Server

Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, an...

Stack favorite2.3k repo stars228 builder votes
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UUniversal

Carbon is an open source ERP, MES and QMS for manufacturing. Perfect for complex assembly, contract manufacturing, and configure to order manufacturing.

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apify-mcp-server
MCP Server

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites...

Stack favorite2.2k repo stars225 builder votes
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UUniversal

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers,…

jcodemunch-mcp
MCP Server

Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval v...

Stack favorite2.2k repo stars222 builder votes
Updated 9d ago
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Cut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval via tree-sitter AST. Works with Claude Code, Cursor & any MCP client. 313…

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agent-toolkit-for-aws
MCP Server

Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

Stack favorite2.1k repo stars208 builder votes
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UUniversal

Official, AWS-supported MCP servers, skills, and plugins to help AI agents build on AWS

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jarvis-registry
MCP Server

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with...

Stack favorite2.6k repo stars769 builder votes
Updated 6d ago
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UUniversal

Connect any AI copilot or autonomous agent to your enterprise tools — through a single, secure MCP/Agent gateway with built-in identity, access control, and full observability.. An open-sou…

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prest
MCP Server

PostgreSQL REST, low-code, simplify and accelerate development, instant, realtime, high-performance on any Postgr...

Stack favorite4.6k repo stars1381 builder votes
Updated 9d ago
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UUniversal

PostgreSQL REST, low-code, simplify and accelerate development, instant, realtime, high-performance on any Postgres application, existing or new, MCP server. An open-source mcp server f…

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open-seo
MCP Server

Open source alternative to Semrush and Ahrefs

Stack favorite6.8k repo stars682 builder votes
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UUniversal

Open source alternative to Semrush and Ahrefs. An open-source mcp server for the AI coding ecosystem.

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evolver
MCP Server

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

Stack favorite8.9k repo stars2664 builder votes
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UUniversal

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai. An open-source mcp server for the AI coding ecosystem.

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kubernetes-mcp-server
MCP Server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Stack favorite1.8k repo stars184 builder votes
Updated 10d ago
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UUniversal

Model Context Protocol (MCP) server for Kubernetes and OpenShift

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lobehubstar
MCP Server

LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and repor...

Featured build81k repo stars24273 builder votes
Updated 4d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

LobeHub is your Chief Agent Operator, organizing your agents into 7×24 operations by hiring, scheduling, and reporting on your entire AI team.. An open-source mcp server for the AI codin…

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davinci-resolve-mcp
MCP Server

MCP server integration for DaVinci Resolve Studio

Stack favorite1.8k repo stars182 builder votes
Updated 10d ago
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UUniversal

MCP server integration for DaVinci Resolve Studio

Auto-claude-code-research-in-sleep
MCP Server

ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review lo...

Stack favorite14k repo stars4184 builder votes
Updated 6d ago
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ARIS (Auto-Research-In-Sleep) — Lightweight Markdown-only skills for autonomous ML research: cross-model review loops, idea discovery, and experiment automation. No framework, no lock-in…

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mongodb-mcp-server
MCP Server

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

Stack favorite1.1k repo stars109 builder votes
Updated 9d ago
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UUniversal

A Model Context Protocol server to connect to MongoDB databases and MongoDB Atlas Clusters.

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hister
MCP Server

Your own search engine

Stack favorite1.7k repo stars167 builder votes
Updated 10d ago
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UUniversal

Your own search engine

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ros-mcp-server
MCP Server

Connect AI models like Claude & GPT with robots using MCP and ROS.

Stack favorite1.3k repo stars135 builder votes
Updated 10d ago
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UUniversal

Connect AI models like Claude & GPT with robots using MCP and ROS.

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FinanceToolkit
MCP Server

Transparent and Efficient Financial Analysis

Stack favorite5.2k repo stars1032 builder votes
Updated 11d ago
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UUniversal

Transparent and Efficient Financial Analysis. An open-source mcp server for the AI coding ecosystem.

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kordoc
MCP Server

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX...

Stack favorite1.5k repo stars148 builder votes
Updated 10d ago
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UUniversal

모두 파싱해버리겠다 — HWP·HWPX·PDF·Office 문서를 Markdown으로. 양식 자동 채우기와 신구대조를 갖춘 CLI·MCP 서버 | Convert Korean documents (HWP, HWPX, PDF, Office) to Markdown — CLI and MCP server with form filling and di…

superpowers-zh
MCP Server

AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor /...

Stack favorite7.3k repo stars2186 builder votes
Updated 10d ago
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AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活. An open-source mcp se…

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jscpd
MCP Server

Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill...

Stack favorite5.9k repo stars1782 builder votes
Updated 11d ago
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UUniversal

Copy/paste detector for programming source code, supports 223 formats. AI-ready with token-efficient reporter, skill and MCP server.. An open-source mcp server for the AI coding ecosystem.

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ida-pro-mcp
MCP Server

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.

Stack favorite11k repo stars3250 builder votes
Updated 8d agoTypeScript, Python, Claude, LLM
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UUniversalTypeScript, Python, Claude, LLM

AI-powered reverse engineering assistant that bridges IDA Pro with language models through MCP.. An open-source mcp server for the AI coding ecosystem.

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chunkhound
MCP Server

Local first codebase intelligence

Stack favorite1.4k repo stars136 builder votes
Updated 10d ago
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UUniversal

Local first codebase intelligence

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semble
MCP Server

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read

Stack favorite5.7k repo stars1717 builder votes
Updated 11d ago
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UUniversal

Fast and Accurate Code Search for Agents. Uses ~98% fewer tokens than grep+read. An open-source mcp server for the AI coding ecosystem.

A
antigravity-sdk-python
MCP Server

A Python library for building AI agents that leverage the full power of Google Antigravity.

Stack favorite2.7k repo stars805 builder votes
Updated 11d ago
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AAntigravity

A Python library for building AI agents that leverage the full power of Google Antigravity.. An open-source mcp server for the AI coding ecosystem.

ai-guide
MCP Server

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示...

Stack favorite18k repo stars5326 builder votes
Updated 7d agoGo, Spring, Claude, GPT
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Go, Spring, Claude, GPT

程序员鱼皮的 AI 资源大全 + Vibe Coding 零基础教程,分享 OpenClaw 保姆级教程、大模型玩法(DeepSeek / GPT / Gemini / Claude / GLM)、最新 AI 资讯、Prompt 提示词大全、AI 知识百科(Agent Skills / RAG / MCP / A2A)、AI 编程教程(Harness Engineering)…

Anthropic-Cybersecurity-Skillsstar
MCP Server

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS,...

Featured build27k repo stars5310 builder votes
Updated 1mo ago
Featured buildAlready singled out as one of the stronger builds on the board.

817 structured cybersecurity skills for AI agents · Mapped to 6 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND, NIST AI RMF & MITRE F3 (Fight Fraud) · agentskills.io standard ·…

linkedin-mcp-server
MCP Server

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs,...

Stack favorite2.9k repo stars289 builder votes
Updated 12d ago
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Claude CodeClaude Code

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.

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DesktopCommanderMCP
MCP ServerCode & Search

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Stack favorite8.9k repo stars2670 builder votes
Updated 6d agoRust, Docker, Go, Claude, GPT, Python, GitHub Actions
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UUniversalRust, Docker, Go, Claude, GPT, Python, GitHub Actions

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities. An open-source mcp server for the AI coding ecosystem.

agentsstar
MCP ServerClaude Code Agents

Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI

Featured build38k repo stars11493 builder votes
Updated 5d agoSQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes
Featured buildAlready singled out as one of the stronger builds on the board.
SQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes

Multi-harness agentic plugin marketplace for Claude Code, Codex CLI, Cursor, OpenCode, GitHub Copilot, and Gemini CLI. An open-source mcp server for the AI coding ecosystem.

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hope-agent
MCP Server

会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous go...

Stack favorite1.3k repo stars392 builder votes
Updated 9d ago
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UUniversal

会记忆、能持续推进目标、会动态编排多 Agent 的跨端桌面 AI 助手,也可服务化常驻 NAS / 云端 | A cross-device desktop AI agent with memory, autonomous goals, dynamic workflows, and headless deployment. An open-source mcp serv…

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CyberStrike
MCP Server

Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+...

Stack favorite1.3k repo stars390 builder votes
Updated 9d ago
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UUniversal

Open-source AI-augmented offensive security harness. 13+ autonomous agents, 150+ LLM providers, 5,300+ models, 7,600+ Ed25519-signed attack skills, 56+ built-in tools, 176+ MCP tools. MITRE…

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TrendRadarstar
MCP Server

AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载,你的 AI 舆情监控...

Featured build61k repo stars12190 builder votes
Updated 10d agoGitHub Actions, Docker, Go, OpenAI, JavaScript, Python, SQLite, Claude, Anthropic, GPT, Cloudflare
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGitHub Actions, Docker, Go, OpenAI, JavaScript, Python, SQLite, Claude, Anthropic, GPT, Cloudflare

AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 告别信息过载,你的 AI 舆情监控助手与热点筛选工具!聚合多平台热点 + RSS 订阅,支持关键词精准筛选。AI 智能筛选新闻 + AI 翻译 + AI 分析简报直推手机,也…

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himarket
MCP Server

HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple ag...

Stack favorite1.2k repo stars124 builder votes
Updated 13d ago
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UUniversal

HiMarket is an enterprise-level "AI Capability Marketplace and Developer Ecosystem Hub." It is not merely a simple aggregation of traditional APIs, but rather a comprehensive platform that …

pm-claude-skills
MCP Server

771 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — decode a lease, write a PRD, practice a s...

Stack favorite1.2k repo stars122 builder votes
Updated 9d ago
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771 professional Agent Skills for Claude, ChatGPT, Gemini, Cursor & Codex — decode a lease, write a PRD, practice a salary negotiation. Plain-markdown skills, MIT, in Anthropic's official p…

bernstein
MCP Server

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordina...

Builder signal739 repo stars74 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Deterministic orchestrator for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). No model in the coordination loop, so parallel runs in per-task git worktrees replay byte-identi…

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easy-vibe
MCP Server

vibe coding 2026 | Your First Modern Coding course beginners to master step by step.

Stack favorite19k repo stars3715 builder votes
Updated 21d agoGo, JavaScript, Supabase, Claude, LLM, Docker, Kubernetes, Vercel
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UUniversalGo, JavaScript, Supabase, Claude, LLM, Docker, Kubernetes, Vercel

vibe coding 2026 | Your First Modern Coding course beginners to master step by step.. An open-source mcp server for the AI coding ecosystem.

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js-reverse-mcp
MCP Server

AI Agent-first JS 逆向 MCP Server:有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测,可选 CloakBrowser。

Stack favorite2.2k repo stars214 builder votes
Updated 12d ago
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UUniversal

AI Agent-first JS 逆向 MCP Server:有头 Chrome 调试、断点、网络/WebSocket 分析、Patchright 反检测,可选 CloakBrowser。

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gpt-researcherstar
MCP ServerCode & Search

An autonomous agent that conducts deep research on any data using any LLM providers

Featured build29k repo stars5737 builder votes
Updated 10d agoGo, Docker, GPT, Claude, Anthropic, JavaScript, Python, React, Express, FastAPI, OpenAI, LangChain, LLM, Tailwind
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Docker, GPT, Claude, Anthropic, JavaScript, Python, React, Express, FastAPI, OpenAI, LangChain, LLM, Tailwind

An autonomous agent that conducts deep research on any data using any LLM providers. An open-source mcp server for the AI coding ecosystem.

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openops
MCP Server

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

Stack favorite1.1k repo stars106 builder votes
Updated 10d ago
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UUniversal

The batteries-included, No-Code FinOps automation platform, with the AI you trust.

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Upsonic
MCP Server

Build autonomous AI agents in Python.

Stack favorite7.9k repo stars1582 builder votes
Updated 1mo ago
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UUniversal

Build autonomous AI agents in Python.. An open-source mcp server for the AI coding ecosystem.

claudexor
MCP Server

Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude...

Builder signal330 repo stars99 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across multiple Claude/Codex subscriptions, shared thread context, and cross-model review.. An…

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korean-law-mcp
MCP Server

법제처 국가법령정보 MCP — 법령·판례·조례 조회부터 인용 환각 검증까지 · Korean law MCP for LLMs

Stack favorite2.2k repo stars213 builder votes
Updated 10d ago
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UUniversal

법제처 국가법령정보 MCP — 법령·판례·조례 조회부터 인용 환각 검증까지 · Korean law MCP for LLMs

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notebooklm-mcp-cli
MCP Server

Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and...

Stack favorite5.6k repo stars1685 builder votes
Updated 10d ago
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UUniversal

Programmatic access to Google NotebookLM — via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.. An open-source mcp server for the AI coding ecosystem.

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vmlx
MCP Server

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM...

Builder signal777 repo stars78 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

vMLX - JANGTQ Uber Compressed MLX Models - L2 Disk Cache (survives restart) + L1 Paged (super fast ttft) + Hybrid SSM Scheduler + Cont Batching + etc!

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heym
MCP Server

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL,...

Builder signal760 repo stars76 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Build AI workflows by prompt or visual canvas. Heym is source-available and self-hosted, with agents, RAG, MCP, HITL, observability, evals, token cost tracking and more.

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azure-devops-mcp
MCP Server

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

Stack favorite1.9k repo stars188 builder votes
Updated 10d ago
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UUniversal

The MCP server for Azure DevOps, bringing the power of Azure DevOps directly to your agents.

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novamira
MCP Server

MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations

Builder signal541 repo stars54 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server that gives AI agents full access to WordPress through PHP execution and filesystem operations

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byterover-cli
MCP Server

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher)

Stack favorite4.9k repo stars493 builder votes
Updated 1mo ago
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UUniversal

ByteRover CLI (brv) - The portable memory layer for autonomous coding agents (formerly Cipher). An open-source mcp server for the AI coding ecosystem.

stitch-skills
MCP Server

A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open stand...

Stack favorite7.8k repo stars2349 builder votes
Updated 14d ago
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A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CL…

agent-teams-ai
MCP Server

You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's wo...

Stack favorite1.7k repo stars172 builder votes
Updated 6d ago
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You're the boss, agents are your team. They handle tasks on their own, message each other, and review each other's work. You just watch the kanban board and give high-level commands. Codex/…

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sonarqube-mcp-server
MCP Server

Official SonarQube MCP Server for code quality and security in AI agents

Builder signal605 repo stars61 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Official SonarQube MCP Server for code quality and security in AI agents

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anysearch-mcp-server
MCP Server

Unified real-time search engine skill for AI agents.

Stack favorite1.6k repo stars151 builder votes
Updated 17d ago
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OOpenClaw

Unified real-time search engine skill for AI agents.

pdf-reader-mcp
MCP Server

The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR prove...

Builder signal834 repo stars83 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

The PDF intelligence layer for AI agents — Agent Document Twin, evidence-first extraction, visual crops, OCR provenance, trust reports, and benchmark-gated releases. MCP server for Claud…

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bank-api
MCP Server

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

Builder signal836 repo stars84 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

The Bank API is a design reference project suitable to bootstrap development for a compliant and modern API.

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VibeUE
MCP Server

Unreal Engine Vibe Coding tool

Builder signal537 repo stars161 builder votes
Updated 13d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Unreal Engine Vibe Coding tool. An open-source mcp server for the AI coding ecosystem.

design-extract
MCP Server

Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server...

Stack favorite3.4k repo stars1009 builder votes
Archived
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Extract any website's complete design system with one command. DTCG tokens, semantic+primitive+composite, MCP server for Claude Code/Cursor/Windsurf, multi-platform emitters (iOS SwiftUI, A…

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casdoor
MCP ServerAI Gateway

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI...

Stack favorite14k repo stars4220 builder votes
Updated 5d agoDocker, Go, Kubernetes
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OOpenClawDocker, Go, Kubernetes

An open-source Agent-first Identity and Access Management (IAM) /LLM MCP & agent gateway and auth server with web UI supporting OpenClaw, MCP, OAuth, OIDC, SAML, CAS, LDAP, SCIM, WebAuthn, …

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gemini-clistar
MCP Server

An open-source AI agent that brings the power of Gemini directly into your terminal.

Featured build106k repo stars31865 builder votes
Updated 5d agoGo
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo

An open-source AI agent that brings the power of Gemini directly into your terminal.. An open-source mcp server for the AI coding ecosystem.

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sourcey
MCP Server

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

Stack favorite1.3k repo stars131 builder votes
Updated 16d ago
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UUniversal

Precision documentation from OpenAPI, MCP, Doxygen, and Markdown guides. Static HTML you own.

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jupyter-mcp-server
MCP Server

Model Context Protocol (MCP) Server for Jupyter.

Stack favorite1.2k repo stars123 builder votes
Updated 10d ago
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UUniversal

Model Context Protocol (MCP) Server for Jupyter.

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biomcp
MCP Server

BioMCP: Biomedical Model Context Protocol

Builder signal554 repo stars55 builder votes
Updated 10d ago
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UUniversal

BioMCP: Biomedical Model Context Protocol

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aci
MCP Server

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent thr...

Stack favorite4.8k repo stars1439 builder votes
Updated 2mo ago
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UUniversal

ACI.dev is the open source tool-calling platform that hooks up 600+ tools into any agentic IDE or custom AI agent through direct function calling or a unified MCP server. The birthplace of …

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openpencil
MCP Server

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as...

Stack favorite4.5k repo stars1339 builder votes
Updated 5d ago
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UUniversal

The world's first open-source AI-native vector design tool and the first to feature concurrent Agent Teams. Design-as-Code. Turn prompts into UI directly on the live canvas. A modern altern…

U
maverick-mcp
MCP Server

MaverickMCP - Personal Stock Analysis MCP Server

Builder signal630 repo stars63 builder votes
Updated 11d ago
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UUniversal

MaverickMCP - Personal Stock Analysis MCP Server

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mcp-client-for-ollama
MCP Server

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompt...

Builder signal780 repo stars78 builder votes
Updated 9d ago
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UUniversal

Harness the power of local LLMs with this TUI MCP Client for Ollama. Featuring all core MCP primitives (tools, prompts, resources), agent mode, multi-server, model switching, streaming resp…

deja-vu
MCP Server

Your agents already solved this. deja finds it — memory operations for fifteen coding agents: retroactive search and...

Builder signal467 repo stars47 builder votes
Updated 9d ago
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Your agents already solved this. deja finds it — memory operations for fifteen coding agents: retroactive search and MCP recall (84.9% hit@1 on LongMemEval-S, no LLM), search by when it hap…

capa
MCP Server

One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Code...

Builder signal699 repo stars210 builder votes
Updated 11d ago
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One capabilities.yaml wires skills, tools, rules, sub-agents, MCP servers, and plugins into Cursor, Claude Code, Codex, Windsurf, GitHub Copilot, and 30+ other AI coding agents. An open-sou…

travel-hacking-toolkit
MCP Server

AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for...

Builder signal600 repo stars60 builder votes
Updated 15d ago
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AI-powered travel hacking and search with cash, points, miles, and award flights. Drop-in skills and MCP servers for Claude, Codex, and OpenCode.

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PerformanceMonitor
MCP Server

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP ser...

Builder signal440 repo stars44 builder votes
Updated 9d ago
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UUniversal

Free, open-source SQL Server performance monitoring — 32 collectors, real-time alerts, graphical plan viewer, MCP server for AI analysis. Supports SQL 2016-2025, Azure SQL, AWS RDS.

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gortex
MCP Server

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on...

Builder signal973 repo stars292 builder votes
Updated 5d ago
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UUniversal

High-performance code-intelligence engine for AI agents and IDE, supports 257 languages, multi repositories, based on graph, with access via CLI, MCP Server, and API. AI coding agents teamm…

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vibe
MCP Server

Vibe Design System - Official monday.com UI resources for application development in React.js

Builder signal660 repo stars66 builder votes
Updated 11d ago
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UUniversal

Vibe Design System - Official monday.com UI resources for application development in React.js

voicemode
MCP Server

Natural voice conversations with Claude Code

Stack favorite1.3k repo stars127 builder votes
Updated 11d ago
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Claude CodeClaude Code

Natural voice conversations with Claude Code

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tokensave
MCP Server

The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrati...

Builder signal495 repo stars50 builder votes
Updated 10d ago
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UUniversal

The most comprehensive code intelligence MCP server for AI coding agents. 40+ tools, 30+ languages, 9 agent integrations. Pre-indexed semantic knowledge graphs for instant code understandin…

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plinth
MCP Server

Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, S...

Builder signal423 repo stars127 builder votes
Updated 10d ago
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UUniversal

Plinth is an AI-native engineering toolkit for modern Java enterprise SDLC, built around reusable Commands, Agents, Skills, and MCP Servers.. An open-source mcp server for the AI coding eco…

n8n-mcpstar
MCP ServerClaude Code MCPs

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

Featured build22k repo stars6728 builder votes
Updated 8d agoDocker, Go, TypeScript, JavaScript, Python, SQLite, OpenAI, Claude, Anthropic, LangChain, AWS, GitHub Actions
Featured buildAlready singled out as one of the stronger builds on the board.
Docker, Go, TypeScript, JavaScript, Python, SQLite, OpenAI, Claude, Anthropic, LangChain, AWS, GitHub Actions

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you. An open-source mcp server for the AI coding ecosystem.

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xiaohongshu-mcp
MCP Server

MCP for xiaohongshu.com

Stack favorite15k repo stars4468 builder votes
Updated 5d agoDocker, Claude, Go, Spring
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UUniversalDocker, Claude, Go, Spring

MCP for xiaohongshu.com. An open-source mcp server for the AI coding ecosystem.

mex
MCP Server

Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

Stack favorite1.2k repo stars115 builder votes
Updated 13d ago
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Persistent project memory for AI coding agents. Structured scaffold + drift detection CLI.

U
Observal
MCP Server

Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and sha...

Stack favorite2.2k repo stars637 builder votes
Updated 11d ago
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UUniversal

Observal is a local registry and analytics platform for your AI components. Setup Observal, define the scope and share your Skills, MCPs and Agents.. An open-source mcp server for the AI c…

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SocratiCode
MCP Server

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid...

Stack favorite3.2k repo stars947 builder votes
Updated 29d ago
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UUniversal

Enterprise-grade (40m+ LOC) codebase intelligence, zero-setup, local & private Plugin/Skill/Extension or MCP: hybrid semantic search, polyglot dependency graphs, symbol-level impact analysi…

sigmap
MCP Server

97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server

Builder signal598 repo stars60 builder votes
Updated 11d ago
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Cursor AI

97% token reduction for AI coding sessions — zero deps, 33 languages, MCP server

repobrain
MCP Server

RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor...

Stack favorite1.3k repo stars390 builder votes
Updated 10d ago
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RepoBrain (formerly Antigravity) — Give your repo a brain. ChatGPT for your codebase: works in Claude Code, Cursor, Codex, Windsurf & more.. An open-source mcp server for the AI coding e…

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roam-code
MCP Server

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224...

Builder signal500 repo stars50 builder votes
Updated 11d ago
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UUniversal

Local codebase intelligence CLI + MCP server for AI coding agents: SQLite code graph, 28 languages, 238 commands, 224 MCP tools, change-safety gates, audit evidence, zero API keys.

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mcp-router
MCP Server

A Unified MCP Server Management App (MCP Manager).

Stack favorite2.1k repo stars619 builder votes
Updated 1mo ago
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UUniversal

A Unified MCP Server Management App (MCP Manager).. An open-source mcp server for the AI coding ecosystem.

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master-fetch
MCP Server

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no...

Builder signal594 repo stars59 builder votes
Updated 10d ago
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UUniversal

MCP server for web fetching with Cloudflare bypass, Trafilatura extraction, and smart routing. Free, self-hosted, no API keys.

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traktor
MCP Server

Traktor Game Engine

Builder signal542 repo stars54 builder votes
Updated 9d ago
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UUniversal

Traktor Game Engine

U
anything-analyzer
MCP Server

全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — bu...

Stack favorite3.4k repo stars1013 builder votes
Updated 11d ago
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UUniversal

全能协议分析工具:浏览器抓包 + MITM 代理 + 指纹伪装 + AI 分析 + MCP Server 无缝对接 AI Agent/IDE | All-in-one protocol analysis toolkit — built-in browser capture, MITM proxy, JS hooks, fingerprint spoofing, AI a…

network-sketcher
MCP Server

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network...

Builder signal373 repo stars37 builder votes
Updated 13d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Network Sketcher is an AI-ready network design tool with Local MCP, Online, and Offline editions for creating network designs and exporting PowerPoint diagrams and Excel-based configuration…

U
data-api-builder
MCP Server

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

Stack favorite1.5k repo stars146 builder votes
Updated 11d ago
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UUniversal

Data API builder provides modern REST, GraphQL endpoints and MCP tools to your Azure Databases and on-prem stores.

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restheart
MCP Server

The Agent-Ready Backend for MongoDB.

Builder signal880 repo stars88 builder votes
Updated 10d ago
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UUniversal

The Agent-Ready Backend for MongoDB.

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engram
MCP Server

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI...

Stack favorite5.7k repo stars1711 builder votes
Updated 7d ago
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UUniversal

Persistent memory system for AI coding agents. Agent-agnostic Go binary with SQLite + FTS5, MCP server, HTTP API, CLI, and TUI.. An open-source mcp server for the AI coding ecosystem.

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agent-opfor
MCP Server

Open-source adversary emulation for AI agents and MCP servers.

Builder signal565 repo stars57 builder votes
Updated 9d ago
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UUniversal

Open-source adversary emulation for AI agents and MCP servers.

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flow-like
MCP Server

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich...

Builder signal923 repo stars92 builder votes
Updated 10d ago
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UUniversal

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

Claude-Skills
MCP Server

368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, com...

Builder signal395 repo stars40 builder votes
Updated 28d ago
Builder signalGetting enough attention to influence how people assemble their stack.

368 AI skills, 76 expert agents, and 859 stdlib Python tools for every team: engineering, PM, marketing, C-level, compliance, business ops, and research. Installs on Claude Code, Cursor, Co…

U
haiku.rag
MCP Server

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

Builder signal547 repo stars55 builder votes
Updated 10d ago
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UUniversal

Opinionated agentic RAG powered by LanceDB, Pydantic AI, and Docling

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mcp-obsidian
MCP Server

MCP server that interacts with Obsidian via the Obsidian rest API community plugin

Stack favorite4.1k repo stars1126 builder votes
Updated 2mo ago
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UUniversal

MCP server that interacts with Obsidian via the Obsidian rest API community plugin. An open-source mcp server for the AI coding ecosystem.

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caura-memclaw
MCP Server

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, a...

Builder signal380 repo stars38 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Governed shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, audit trails, knowledge graph, self-improving retrieval. Apache 2.0.

rosetta
MCP Server

Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics

Builder signal320 repo stars32 builder votes
Updated 10d ago
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Meta-prompting, context engineering, and centralized instructions management for AI coding agents - by Grid Dynamics

skilldock
MCP Server

SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CL...

Builder signal338 repo stars101 builder votes
Updated 22d ago
Builder signalGetting enough attention to influence how people assemble their stack.

SkillDock is an AI skill manager and skill management desktop app for Claude Code, Cursor, Codex, Windsurf, Gemini CLI, and other AI coding tools. Install, organize, edit, sync, and update …

md2wechat-skill
MCP Server

Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布

Stack favorite3.3k repo stars232 builder votes
Updated 14d ago
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Claude CodeClaude Code

Markdown to WeChat CLI | 一键排版发布到微信公众号:支持 40+ 排版样式和专业主题 、AI 配图 、批量发布

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SHAFT_ENGINE
MCP Server

Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and bui...

Builder signal406 repo stars41 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Java test automation framework for web, mobile, API, CLI, database, and desktop E2E testing with a fluent API and built-in reporting.

U
ms-365-mcp-server
MCP Server

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

Builder signal853 repo stars83 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Model Context Protocol (MCP) server for interacting with Microsoft 365 and Office services through the Graph API

U
esp32_nat_router
MCP Server

An AI-enabled NAT Router/Firewall for the ESP32

Stack favorite2.0k repo stars201 builder votes
Updated 1mo ago
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UUniversal

An AI-enabled NAT Router/Firewall for the ESP32

U
Burrow
MCP Server

A free, open-source, native macOS GUI for the Mole CLI (mo): clean, uninstall, optimize, analyze disk, and watch l...

Builder signal944 repo stars89 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A free, open-source, native macOS GUI for the Mole CLI (mo): clean, uninstall, optimize, analyze disk, and watch live status. Plus long-range history + an MCP server for AI agents. Comin…

Drissionpage-MCP-Server
MCP Server

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

Builder signal396 repo stars40 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.

DrissionPage MCP Server · Browser automation for Claude Code, Codex, and MCP clients

wmux
MCP Server

Workspace multiplexer for AI coding agent

Builder signal295 repo stars30 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Workspace multiplexer for AI coding agent

mcpsnoop
MCP Server

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, l...

Builder signal299 repo stars30 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Wireshark for MCP. A transparent proxy that shows every real tool call between your AI client and your MCP servers, live in your terminal.

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community-plugins
MCP Server

Find rules and MCP servers

Stack favorite4.0k repo stars1178 builder votes
Updated 1mo ago
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UUniversal

Find rules and MCP servers. An open-source mcp server for the AI coding ecosystem.

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lunar
MCP Server

lunar.dev: Agent native MCP Gateway for governance and security

Builder signal472 repo stars47 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

lunar.dev: Agent native MCP Gateway for governance and security

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drawio-mcp-server
MCP Server

Draw.io Model Context Protocol (MCP) Server

Stack favorite1.3k repo stars130 builder votes
Updated 16d ago
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UUniversal

Draw.io Model Context Protocol (MCP) Server

entroly
MCP Server

Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer...

Builder signal426 repo stars43 builder votes
Updated 10d ago
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Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.

U
datagouv-mcp
MCP Server

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze dat...

Stack favorite1.6k repo stars155 builder votes
Updated 10d ago
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UUniversal

Official data.gouv.fr Model Context Protocol (MCP) server that allows AI chatbots to search, explore, and analyze datasets from the French national Open Data platform, directly through conv…

ai-code-interface.el
MCP Server

Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more

Builder signal265 repo stars80 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Unified Emacs interface supporting OpenAI Codex, Antigravity CLI, Claude Code, GitHub Copilot CLI, Opencode, and more. An open-source mcp server for the AI coding ecosystem.

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rulego
MCP Server

RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework...

Stack favorite1.6k repo stars155 builder votes
Updated 15d ago
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UUniversal

RuleGo is a lightweight, high-performance, embedded, next-generation component orchestration rule engine framework for Go.

U
tapo
MCP Server

Rust API, Python API, and MCP Server for TP-Link Tapo smart devices

Builder signal776 repo stars77 builder votes
Updated 10d ago
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UUniversal

Rust API, Python API, and MCP Server for TP-Link Tapo smart devices

file-system-like-github
MCP Server

Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to...

Builder signal296 repo stars30 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Self-improving, AI-native markdown vault you hand to an AI agent. GitHub-style file tree + Notion editing, exposed to Claude/Cursor via a built-in MCP server (24 tools): semantic & hybrid s…

U
yahoo-finance2
MCP Server

Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill

Builder signal767 repo stars76 builder votes
Updated 14d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Unofficial API for Yahoo Finance with CLI, MCP and Agent Skill

U
memU
MCP ServerOpenClaw Memory

Personal memory across agents

Stack favorite14k repo stars4228 builder votes
Updated 5d agoPython, LLM, Go, PostgreSQL, OpenAI, Claude, Anthropic, GPT, Docker
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UUniversalPython, LLM, Go, PostgreSQL, OpenAI, Claude, Anthropic, GPT, Docker

Personal memory across agents. An open-source mcp server for the AI coding ecosystem.

U
OpenOSINT
MCP Server

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local model...

Stack favorite1.2k repo stars117 builder votes
Updated 10d ago
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UUniversal

AI-powered OSINT agent with interactive REPL, MCP server, and CLI. 16 tools. Works with Claude, GPT-4, or local models. For authorized security research only.

atlassian-mcp-server
MCP Server

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and...

Builder signal871 repo stars84 builder votes
Updated 19d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Official remote MCP server for Atlassian. Securely connect Jira, Confluence, Jira Service Management, Bitbucket, and Compass to Claude, ChatGPT, Cursor, VS Code, and other AI tools using OA…

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pentest-ai
MCP Server

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10....

Stack favorite1.4k repo stars101 builder votes
Updated 23d ago
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UUniversal

Offensive-security MCP server with 205 wrapped tools, 17 specialist agents, and 60 SPA-aware probes for OWASP Top 10. CLI + MCP, BYO LLM. No API key needed on MCP path.

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AI-Gateway
MCP Server

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft...

Builder signal960 repo stars96 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Labs to explore AI Models, MCP servers, and Agents with the AI Gateway powered by Azure API Management and Microsoft Foundry

U
ghidra-mcp
MCP Server

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loadin...

Stack favorite3.0k repo stars897 builder votes
Updated 10d ago
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UUniversal

Ghidra MCP Server — 200+ MCP tools for AI-powered reverse engineering. GUI plugin + headless server, lazy tool loading, convention enforcement, batch operations, Ghidra Server integration, …

toprank
MCP Server

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads

Stack favorite3.2k repo stars786 builder votes
Updated 10d ago
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Claude CodeClaude Code

Open-source Claude Code skills for SEO, GEO, Google Ads, Meta Ads. An open-source mcp server for the AI coding ecosystem.

hol-guard
MCP Server

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP serv...

Builder signal417 repo stars42 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Open-source antivirus for AI agents: block risky tools, secret access, prompt injection, malicious packages, MCP servers, plugins, and skills at runtime.

U
scrumboy
MCP Server

Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes, multi-language and MCP s...

Builder signal417 repo stars42 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Self-hosted kanban & project management with shareable boards, voice commands, sticky-notes, multi-language and MCP support

U
ha-mcp
MCP Server

The Unofficial and Awesome Home Assistant MCP Server

Stack favorite4.1k repo stars1241 builder votes
Updated 4d ago
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UUniversal

The Unofficial and Awesome Home Assistant MCP Server. An open-source mcp server for the AI coding ecosystem.

claude-code-ultimate-guide
MCP Server

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-read...

Stack favorite5.6k repo stars1673 builder votes
Updated 8d ago
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Claude CodeClaude Code

The most comprehensive Claude Code guide: agentic workflows, hooks, skills, MCP servers, quizzes, and production-ready templates. 430K+ lines.. An open-source mcp server for the AI coding e…

U
XActions
MCP Server

The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts....

Builder signal403 repo stars40 builder votes
Updated 14d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

The Complete X/Twitter Automation Toolkit — Scrapers, MCP server for AI agents (Claude/GPT), CLI, browser scripts. No API fees. Open source. Unfollow people who don't follow back. Monitor…

unity-mcp-server
MCP Server

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Edi...

Builder signal346 repo stars35 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Unity MCP Server — 268 tools for AI-assisted game development. Connect Claude, Cursor, or any MCP client to Unity Editor & Unity Hub. Scene management, GameObjects, components, builds, prof…

U
mcp-server-excel
MCP Server

Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API

Builder signal403 repo stars40 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Excel MCP Server & CLI - 23 tools, 214 operations for AI-powered Excel automation via COM API

U
Gearboy
MCP Server

Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD...

Stack favorite1.2k repo stars118 builder votes
Updated 10d ago
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UUniversal

Game Boy / Game Boy Color / Super Game Boy emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

hevy-mcp
MCP Server

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize pla...

Builder signal364 repo stars36 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Manage your Hevy workouts, routines, folders, and exercise templates. Create and update sessions faster, organize plans, and search exercises to build workouts quickly. Stay synced with cha…

U
Skill_Seekers
MCP ServerCode & Search

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection

Stack favorite15k repo stars4373 builder votes
Updated 7d agoPython, Go, TypeScript, JavaScript, Java, React, Vue, Svelte, Angular, FastAPI, Django, Flask, OpenAI, Claude, Anthropic, LangChain, LlamaIndex, GPT, LLM, Docker, Kubernetes, Terraform
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UUniversalPython, Go, TypeScript, JavaScript, Java, React, Vue, Svelte, Angular, FastAPI, Django, Flask, OpenAI, Claude, Anthropic, LangChain, LlamaIndex, GPT, LLM, Docker, Kubernetes, Terraform

Convert documentation websites, GitHub repositories, and PDFs into Claude AI skills with automatic conflict detection. An open-source mcp server for the AI coding ecosystem.

U
studio
MCP Server

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

Builder signal393 repo stars39 builder votes
Updated 10d ago
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UUniversal

Open-source control plane for your AI agents. Connect tools, hire agents, track every token and dollar

U
jadx-ai-mcp
MCP Server

Plugin for JADX to integrate MCP server

Stack favorite2.5k repo stars673 builder votes
Updated 2mo ago
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UUniversal

Plugin for JADX to integrate MCP server. An open-source mcp server for the AI coding ecosystem.

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gemini-mcp-tool
MCP Server

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window fo...

Stack favorite2.3k repo stars673 builder votes
Updated 26d ago
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UUniversal

MCP server that enables AI assistants to interact with Google Gemini CLI, leveraging Gemini's massive token window for large file analysis and codebase understanding. An open-source mcp ser…

lean-ctx
MCP Server

Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust...

Stack favorite3.4k repo stars339 builder votes
Updated 6d ago
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Control what your AI can see. LeanCTX (Lean Context) is the context intelligence layer for AI agents — one local Rust binary that decides what they read, remembers what they learn, guards w…

U
xiaozhi-esp32-server
MCP Server

本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 devic...

Stack favorite10k repo stars3047 builder votes
Updated 5d agoGo, Docker, Python, Java, Vue, OpenAI, Ollama, LLM
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UUniversalGo, Docker, Python, Java, Vue, OpenAI, Ollama, LLM

本项目为xiaozhi-esp32提供后端服务,帮助您快速搭建ESP32设备控制服务器。Backend service for xiaozhi-esp32, helps you quickly build an ESP32 device control server.. An open-source mcp server for the AI coding ecosystem.

U
Unreal_mcp
MCP Server

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the n...

Builder signal789 repo stars78 builder votes
Updated 10d ago
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UUniversal

A comprehensive Model Context Protocol (MCP) server that enables AI assistants to control Unreal Engine through the native C++ Automation Bridge plugin. Built with TypeScript and C++.

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marmot
MCP Server

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to...

Builder signal598 repo stars60 builder votes
Updated 11d ago
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UUniversal

The open-source context layer for your AI. Catalog your tables, topics, queues and APIs then expose real metadata to your AI agents.

servicenow-mcp
MCP Server

ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi...

Builder signal227 repo stars23 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

ServiceNow MCP server: 450+ tools and 26 AI capabilities for any AI (Claude, ChatGPT, Gemini, Cursor, Copilot). Multi-transport (stdio, SSE, HTTP), A2A, dynamic schema discovery, read-only …

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borsa-mcp
MCP Server

MCP Server for Turkish & American Stock Exchange and Fund Data

Builder signal622 repo stars61 builder votes
Updated 15d ago
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UUniversal

MCP Server for Turkish & American Stock Exchange and Fund Data

notebooklm-skill
MCP Server

NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude...

Builder signal361 repo stars36 builder votes
Updated 9d ago
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Claude CodeClaude Code

NotebookLM does the research, Claude writes the content. Research → Synthesis → Content Creation → Publishing. Claude Code Skill + MCP Server.

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flux-operator
MCP Server

GitOps on Autopilot Mode

Builder signal716 repo stars67 builder votes
Updated 12d ago
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UUniversal

GitOps on Autopilot Mode

agency-orchestrator
MCP Server

One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM pr...

Stack favorite1.8k repo stars124 builder votes
Updated 10d ago
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One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作,几分钟交付完整方案。

firecrawl-mcp-server
MCP ServerCode & Search

Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.

Stack favorite7.1k repo stars2119 builder votes
Updated 5d agoGo, JavaScript, Python, Claude, LLM
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Cursor AIGo, JavaScript, Python, Claude, LLM

Official Firecrawl MCP Server - Adds powerful web scraping and search to Cursor, Claude and any other LLM clients.. An open-source mcp server for the AI coding ecosystem.

U
mcp-atlassian
MCP Server

MCP server for Atlassian tools (Confluence, Jira)

Stack favorite5.6k repo stars1693 builder votes
Updated 6d agoGo, Claude, Docker
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UUniversalGo, Claude, Docker

MCP server for Atlassian tools (Confluence, Jira). An open-source mcp server for the AI coding ecosystem.

notebooklm-mcp
MCP Server

MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, ci...

Stack favorite3.0k repo stars695 builder votes
Updated 2mo ago
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MCP server for NotebookLM - Let your AI agents (Claude Code, Codex) research documentation directly with grounded, citation-backed answers from Gemini. Persistent auth, library management, …

open-reverselab
MCP Server

Open-source reverse engineering lab: 197-article knowledge base + MCP tools + CTF/APK/PE automation toolchain. Agent-...

Builder signal846 repo stars31 builder votes
Updated 15d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Open-source reverse engineering lab: 197-article knowledge base + MCP tools + CTF/APK/PE automation toolchain. Agent-native. Note:由于场景原因,目前有让几乎所有AI都会越狱的bug,暂时不修

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ratel
MCP Server

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and s...

Builder signal331 repo stars33 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Context engineering for AI agents. ~80% fewer tokens. Fix tool overload. Skills and memory with in-process BM25 and semantic retrieval. Progressive Disclosure. No vector DB.

U
telegram-mcp
MCP Server

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media...

Stack favorite1.3k repo stars122 builder votes
Updated 12d ago
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UUniversal

Telegram MCP server powered by Telethon to let MCP clients read chats, manage groups, and send/modify messages, media, contacts, and settings.

jdocmunch-mcp
MCP Server

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

Builder signal200 repo stars20 builder votes
Updated 11d ago
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Claude CodeClaude Code

The leading, most token-efficient MCP server for documentation exploration and retrieval via structured section indexing

marm-memory
MCP Server

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses sessi...

Builder signal318 repo stars32 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Local-first 3-in-1 AI memory layer & MCP server for Claude Code, Codex, Grok, Gemini, VS Code and Cursor. Fuses session history, codebase indices & concept graphs in SQLite. Enables zero-cl…

agents-best-practices
MCP Server

Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

Stack favorite2.2k repo stars433 builder votes
Updated 28d ago
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Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.. An open-source mcp server for the AI coding ecosystem.

agent-skills-hub
MCP Server

Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and aut...

Builder signal310 repo stars31 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Discover and compare open-source Agent Skills, tools & MCP servers — with quality scoring, trending analysis, and automated GitHub sync

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openfang
MCP ServerOpenClaw Infra

Open-source Agent Operating System

Stack favorite18k repo stars3613 builder votes
Updated 26d ago
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UUniversal

Open-source Agent Operating System. An open-source mcp server for the AI coding ecosystem.

U
mcp-memory-service
MCP Server

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge gr...

Stack favorite1.9k repo stars573 builder votes
Archived
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UUniversal

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.. An open-source mcp server for the AI co…

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mcp-proxy
MCP Server

A bridge between Streamable HTTP and stdio MCP transports

Stack favorite2.7k repo stars248 builder votes
Updated 1mo ago
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UUniversal

A bridge between Streamable HTTP and stdio MCP transports

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brave-search-mcp-server
MCP Server

GitHub project brave/brave-search-mcp-server

Stack favorite1.3k repo stars119 builder votes
Updated 10d ago
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UUniversal

GitHub project brave/brave-search-mcp-server

fennara-godot-ai
MCP Server

AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.

Builder signal235 repo stars24 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.

AI chat and agent tooling for Godot, with both MCP support and in-built native chat window.

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dext
MCP Server

Dext - Modern Full Stack Framework for Delphi

Builder signal301 repo stars30 builder votes
Updated 9d ago
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UUniversal

Dext - Modern Full Stack Framework for Delphi

U
Windows-MCP
MCP Server

MCP Server for Computer Use in Windows

Stack favorite6.5k repo stars1954 builder votes
Updated 7d agoPython, Go, OpenAI, Claude, Anthropic, LLM
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UUniversalPython, Go, OpenAI, Claude, Anthropic, LLM

MCP Server for Computer Use in Windows. An open-source mcp server for the AI coding ecosystem.

h5i
MCP Server

Auditable workspaces for AI coding agents: sandboxed worktrees, programmable multi-agent orchestration, automated sec...

Builder signal486 repo stars49 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Auditable workspaces for AI coding agents: sandboxed worktrees, programmable multi-agent orchestration, automated security checks, up to 95% less token waste, and persistent memory.

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mcp-gateway-registry
MCP Server

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynam...

Builder signal808 repo stars76 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Enterprise-ready MCP Gateway & Registry that centralizes AI development tools with secure OAuth authentication, dynamic tool discovery, and unified access for both autonomous AI agents and …

U
mcp-server-trello
MCP Server

A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.

Builder signal422 repo stars42 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Model Context Protocol (MCP) server that provides tools for interacting with Trello boards.

U
cli
MCP Server

Official Model Studio CLI(阿里云百炼 CLI)built for AI Agent frameworks, exposing models, search, multimodal, and workflow...

Builder signal275 repo stars28 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Official Model Studio CLI(阿里云百炼 CLI)built for AI Agent frameworks, exposing models, search, multimodal, and workflow capabilities as structured tool calls.

U
gemini-notebook-mcp-cli
MCP Server

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and A...

Stack favorite5.7k repo stars1695 builder votes
Updated 2d ago
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UUniversal

Programmatic access to Gemini Notebook - via command-line interface (CLI), Model Context Protocol (MCP) server, and AI agent skills.. An open-source mcp server for the AI coding ecosystem.

Generative-Media-Skills
MCP Server

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and a...

Stack favorite3.9k repo stars1176 builder votes
Updated 7d agoGPT, Claude
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GPT, Claude

Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.. An open-source mcp server for the …

memorix
MCP Server

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf,...

Builder signal585 repo stars176 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Open-source cross-agent memory layer for coding agents via MCP. Compatible with Claude Code, Codex, Cursor, Windsurf, Gemini CLI, Antigravity, OpenClaw, Hermes Agent, Oh-my-Pi, Pi, Copilot,…

U
plane-mcp-server
MCP Server

Plane's Official Model Context Protocol Server

Builder signal272 repo stars27 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Plane's Official Model Context Protocol Server

U
hyper-mcp
MCP Server

A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

Builder signal880 repo stars88 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A fast, secure MCP server that extends its capabilities through WebAssembly plugins.

compose-skill
MCP Server

Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. Works wi...

Builder signal548 repo stars164 builder votes
Updated 19d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Jetpack Compose Agent Skill — AI-powered coding guidance with actual androidx/androidx source code receipts. Works with Claude Code, Codex CLI, Gemini CLI, Cursor, Copilot, Windsurf, and mo…

U
metorial-platform
MCP Server

The engine powering hundreds of thousands of MCP connections

Builder signal218 repo stars22 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

The engine powering hundreds of thousands of MCP connections

U
registry
MCP ServerCode & Search

A community driven registry service for Model Context Protocol (MCP) servers.

Stack favorite7.1k repo stars2123 builder votes
Updated 5d agoGo, PostgreSQL, Anthropic, Docker, GitHub Actions
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UUniversalGo, PostgreSQL, Anthropic, Docker, GitHub Actions

A community driven registry service for Model Context Protocol (MCP) servers.. An open-source mcp server for the AI coding ecosystem.

U
CodeGraphContext
MCP Server

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.

Stack favorite4.0k repo stars1201 builder votes
Updated 23d ago
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UUniversal

An MCP server plus a CLI tool that indexes local code into a graph database to provide context to AI assistants.. An open-source mcp server for the AI coding ecosystem.

U
eclipse-chatgpt-plugin
MCP Server

Eclipse IDE as an MCP Server for AI Agents

Builder signal161 repo stars16 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Eclipse IDE as an MCP Server for AI Agents

U
envkit-releases
MCP Server

EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB,...

Builder signal429 repo stars37 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

EnvKit — free local development environment for Windows & macOS: nginx/Apache, multiple PHP versions, MySQL/MariaDB, PostgreSQL, Redis, MongoDB, Mailpit, Node.js, trusted.test HTTPS, and…

U
hf-mcp-server
MCP Server

Hugging Face MCP Server

Builder signal262 repo stars26 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Hugging Face MCP Server

clawdcursor
MCP Server

clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable...

Builder signal392 repo stars39 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

clawdcursor compiles whatever's on screen into one UI map — accessibility tree and OCR fused into stable, addressable elements, with a screenshot only when needed — then drives apps through…

claude-context
MCP ServerCode & Search

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

Stack favorite12k repo stars2442 builder votes
Updated 13d agoClaude, Go, TypeScript, JavaScript, Python, Rust, Ruby, Java, C++, Swift, Kotlin, PHP, OpenAI, LangChain, Ollama, pnpm
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Claude CodeClaude CodeClaude, Go, TypeScript, JavaScript, Python, Rust, Ruby, Java, C++, Swift, Kotlin, PHP, OpenAI, LangChain, Ollama, pnpm

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.. An open-source mcp server for the AI coding ecosystem.

U
kuvasz
MCP Server

Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channe...

Builder signal570 repo stars57 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Kuvasz (pronounce as [ˈkuvɒs]) is an open-source uptime and SSL monitoring service, with multiple notification channels, status pages, IAC support via YAML, Prometheus integration, a comple…

U
phpMyFAQ
MCP Server

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

Builder signal618 repo stars62 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

phpMyFAQ - Open Source FAQ web application for PHP 8.3+ and MySQL, PostgreSQL and other databases

U
iam-policy-autopilot
MCP Server

IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM polic...

Builder signal378 repo stars38 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

IAM Policy Autopilot is an open source static code analysis tool that helps you quickly create baseline AWS IAM policies that you can refine as your application evolves. This tool is availa…

U
sentry-mcp
MCP Server

An MCP server for interacting with Sentry via LLMs.

Builder signal781 repo stars75 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

An MCP server for interacting with Sentry via LLMs.

U
dbhub
MCP ServerData & Database

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.

Stack favorite3.2k repo stars973 builder votes
Updated 5d agoGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm
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UUniversalGo, SQLite, PostgreSQL, MySQL, Claude, Docker, pnpm

Zero-dependency, token-efficient database MCP server for Postgres, MySQL, SQL Server, MariaDB, SQLite.. An open-source mcp server for the AI coding ecosystem.

U
airbroke
MCP Server

Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher

Builder signal220 repo stars22 builder votes
Updated 9d ago
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UUniversal

Lightweight, Airbrake/Sentry-compatible, PostgreSQL-based Open Source Error Catcher

mcp-ssh-manager
MCP Server

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, databas...

Builder signal364 repo stars36 builder votes
Updated 14d ago
Builder signalGetting enough attention to influence how people assemble their stack.

MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring

U
fusio
MCP Server

Self-Hosted API Management for Builders

Stack favorite2.1k repo stars209 builder votes
Updated 9d ago
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UUniversal

Self-Hosted API Management for Builders

U
mcp
MCP Server

MCP server for the Cloudflare API

Builder signal648 repo stars59 builder votes
Updated 21d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for the Cloudflare API

U
Peekaboo
MCP Server

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the e...

Stack favorite4.9k repo stars1478 builder votes
Updated 4d ago
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UUniversal

Peekaboo is a macOS CLI & optional MCP server that enables AI agents to capture screenshots of applications, or the entire system, with optional visual question answering through local or r…

U
next-devtools-mcp
MCP Server

Next.js Development for Coding Agent

Builder signal787 repo stars77 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Next.js Development for Coding Agent

canvas-mcp
MCP Server

Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and...

Builder signal167 repo stars17 builder votes
Updated 18d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Canvas LMS MCP server — 80+ tools and 5 agent skills for students & educators. Works with Claude, Cursor, Codex, and 40+ agents. v1.1.0

solomd
MCP Server

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex...

Builder signal445 repo stars43 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

A markdown editor — and the bridge to your LLM. Local-first, MIT, ~15 MB. Bundled MCP server lets Claude Code / Codex / Cursor drive your vault directly. 14 AI providers BYOK.

memtrace-public
MCP Server

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex ·...

Builder signal440 repo stars132 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Structural memory for AI coding agents. Bi-temporal graph, MCP-native, zero LLM calls. Cursor · Claude Code · Codex · Hermes · VS Code · Windsurf.. An open-source mcp server for the AI codi…

U
google_workspace_mcp
MCP Server

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Goog...

Stack favorite2.9k repo stars878 builder votes
Updated 5d ago
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UUniversal

Control Gmail, Google Calendar, Docs, Sheets, Slides, Chat, Forms, Tasks, Search & Drive with AI - Comprehensive Google Workspace / G Suite MCP Server & CLI Tool. An open-source mcp server …

U
mcp-for-beginners
MCP ServerWorkflow & Automation

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-lan...

Stack favorite17k repo stars5054 builder votes
Updated 6d agoLangChain, Java, JavaScript, Go, TypeScript, Python, Rust, Spring, PostgreSQL, OpenAI, Claude, LLM, Docker
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UUniversalLangChain, Java, JavaScript, Go, TypeScript, Python, Rust, Spring, PostgreSQL, OpenAI, Claude, LLM, Docker

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in.NET, Java, TypeScript, JavaScript, Rust and Python. D…

U
garmin_mcp
MCP Server

MCP server to access Garmin data

Builder signal800 repo stars67 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server to access Garmin data

U
mcp-server-solidworks
MCP Server

This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.

Builder signal158 repo stars16 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

This MCP server integrates with SolidWorks API and structuring it into Claude-compatible context streams.

Godot-MCP
MCP Server

Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with...

Builder signal178 repo stars18 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Godot-MCP — Model Context Protocol (MCP) integration for the Godot Engine. AI tools for the Godot Editor in C#, with cloud connection to ai-game.dev. Apache-2.0.

U
OpenLore
MCP Server

Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.

Builder signal199 repo stars20 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Deterministic, local-first memory and guardrails for AI coding agents with no LLM in the hot path.

U
cupertino
MCP Server

A local Apple Documentation crawler and MCP server. Written in Swift.

Builder signal834 repo stars83 builder votes
Archived
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UUniversal

A local Apple Documentation crawler and MCP server. Written in Swift.

gograph
MCP Server

Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awar...

Builder signal198 repo stars20 builder votes
Updated 9d ago
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Local-only Go static analysis engine with a built-in MCP server. Gives AI coding agents deterministic structural awareness: call graphs, impact analysis, symbol search, and more.

mcp-server-synology
MCP Server

Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage...

Builder signal138 repo stars14 builder votes
Updated 13d ago
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Cursor AI

Model Context Protocol (MCP) server for Synology NAS - Enables AI assistants (Claude, Cursor, Continue) to manage files, downloads, and system operations through secure API integration. …

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LeanKG
MCP Server

LeanKG: Stop Burning Tokens. Start Coding Lean.

Builder signal213 repo stars21 builder votes
Updated 10d ago
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LeanKG: Stop Burning Tokens. Start Coding Lean.

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yokai
MCP Server

Simple, modular, and observable Go framework for backend applications.

Builder signal837 repo stars83 builder votes
Updated 12d ago
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UUniversal

Simple, modular, and observable Go framework for backend applications.

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editor-mcp-server
MCP Server

MCP Server for AI automation of the PlayCanvas Editor

Builder signal126 repo stars13 builder votes
Updated 12d ago
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UUniversal

MCP Server for AI automation of the PlayCanvas Editor

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mcp
MCP Server

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool...

Stack favorite3.5k repo stars1052 builder votes
Updated 5d agoClaude, Go, Anthropic
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UUniversalClaude, Go, Anthropic

Catalog of official Microsoft MCP (Model Context Protocol) server implementations for AI-powered data access and tool integration. An open-source mcp server for the AI coding ecosystem.

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frontmcp
MCP Server

TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the pr...

Builder signal146 repo stars15 builder votes
Updated 9d ago
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UUniversal

TypeScript-first framework for the Model Context Protocol (MCP). You write clean, typed code; FrontMCP handles the protocol, transport, DI, session/auth, and execution flow.

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MiniMax-MCP
MCP Server

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image gen...

Stack favorite1.5k repo stars147 builder votes
Updated 2mo ago
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UUniversal

Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech, image generation and video generation APIs.

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rea
MCP Server

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the bin...

Builder signal160 repo stars16 builder votes
Updated 10d ago
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UUniversal

Reverse engineer anything with agents: one CLI and MCP server to inspect any app, understand it fully down to the binary level.

MeiGen-AI-Design-MCP
MCP Server

Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task or...

Stack favorite1.6k repo stars97 builder votes
Updated 1mo ago
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Supports GPT Image 2, Nanobanana & ComfyUI, with a 1,400+ prompt library, carefully crafted hooks and a multi-task orchestration system

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terraform-mcp-server
MCP Server

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and int...

Stack favorite1.5k repo stars137 builder votes
Updated 10d ago
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UUniversal

The Terraform MCP Server provides seamless integration with Terraform ecosystem, enabling advanced automation and interaction capabilities for Infrastructure as Code (IaC) development.

metaharness
MCP Server

The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP serve...

Builder signal484 repo stars36 builder votes
Updated 10d ago
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The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude…

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mirobody
MCP Server

Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.

Stack favorite1.1k repo stars104 builder votes
Updated 10d ago
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UUniversal

Your Data, Your AI — Health, Finance & More. Open Source, Privacy-First.

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mcp
MCP Server

Open source MCP Servers for AWS

Stack favorite9.5k repo stars949 builder votes
Updated 5d agoGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform
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UUniversalGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform

Open source MCP Servers for AWS

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dynatrace-mcp
MCP Server

MCP server for Dynatrace Observability

Builder signal132 repo stars13 builder votes
Updated 13d ago
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UUniversal

MCP server for Dynatrace Observability

HarnessKit
MCP Server

More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI...

Builder signal357 repo stars35 builder votes
Updated 14d ago
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More than a skill manager — manage skills, MCP servers, plugins, hooks, CLIs, configs, memory & rules across every AI coding agent. Star if you like it!

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arkon
MCP Server

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access...

Stack favorite1.1k repo stars92 builder votes
Updated 1mo ago
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UUniversal

Arkon: Enterprise AI Knowledge Hub & MCP Server. Self-hosted knowledge base for teams to manage RAG contexts, access policies, and AI skills. Connect Claude and other LLMs via Model Context…

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dbt-mcp
MCP Server

A MCP (Model Context Protocol) server for interacting with dbt.

Builder signal594 repo stars58 builder votes
Updated 10d ago
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UUniversal

A MCP (Model Context Protocol) server for interacting with dbt.

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mcp_flutter
MCP Server

MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (...

Builder signal350 repo stars34 builder votes
Updated 16d ago
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UUniversal

MCP Toolkit for Flutter AI Agent Driven Development (MCP/CLI + custom client side tools) - via closed feedback loop (visual & semantic snapshot) and high client side customization adaptable…

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mcp-logseq
MCP Server

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, wr...

Builder signal311 repo stars31 builder votes
Updated 12d ago
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UUniversal

MCP server to interact with LogSeq via its Local HTTP API - enabling AI assistants like Claude to seamlessly read, write, and manage your LogSeq graph.

llmtrim
MCP Server

Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens...

Builder signal179 repo stars18 builder votes
Updated 9d ago
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Claude CodeClaude Code

Local proxy that compresses your LLM API requests so you pay less, with no change to the answers. Trims wasted tokens from prompts, history, tool output, and code before they're sent: -31% …

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KiCAD-MCP-Server
MCP Server

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to d...

Stack favorite1.6k repo stars91 builder votes
Updated 10d ago
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UUniversal

KiCAD MCP is a Model Context Protocol (MCP) implementation that enables Large Language Models (LLMs) like Claude to directly interact with KiCAD for printed circuit board design.

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glean
MCP Server

A self-hosted RSS reader and personal knowledge management tool.

Builder signal845 repo stars82 builder votes
Updated 11d ago
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UUniversal

A self-hosted RSS reader and personal knowledge management tool.

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cdp-bridge-mcp
MCP Server

MCP server that bridges clients to a real browser through CDP and a companion extension.

Builder signal280 repo stars27 builder votes
Updated 15d ago
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UUniversal

MCP server that bridges clients to a real browser through CDP and a companion extension.

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LitterBox
MCP Server

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets...

Stack favorite1.5k repo stars137 builder votes
Updated 2mo ago
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UUniversal

A self-hosted sandbox for red teams to test payloads against modern detection before deployment. MCP integration lets an LLM agent drive analysis end to end.

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reverse-engineering-assistant
MCP Server

MCP server for reverse engineering tasks in Ghidra

Builder signal782 repo stars74 builder votes
Updated 14d ago
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UUniversal

MCP server for reverse engineering tasks in Ghidra

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token-savior
MCP Server

MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, v...

Stack favorite1.1k repo stars109 builder votes
Updated 12d ago
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UUniversal

MCP server that gets Claude to 97.9% (188/192) on a real coding benchmark at -80% active tokens and -83% wall time, vs 78.3% plain. Structural code navigation + persistent memory engine. Wo…

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yargi-mcp
MCP Server

MCP Server For Turkish Legal Databases

Stack favorite1.1k repo stars93 builder votes
Updated 14d ago
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UUniversal

MCP Server For Turkish Legal Databases

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mcpproxy-go
MCP Server

Supercharge AI Agents, Safely

Builder signal293 repo stars28 builder votes
Updated 10d ago
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UUniversal

Supercharge AI Agents, Safely

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mcp-outline
MCP Server

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

Builder signal154 repo stars15 builder votes
Updated 11d ago
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UUniversal

A Model Context Protocol (MCP) server enabling AI assistants to interact with Outline documentation services.

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llmwiki
MCP Server

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it...

Stack favorite1.4k repo stars83 builder votes
Updated 11d ago
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UUniversal

Open Source Implementation of Karpathy's LLM Wiki. Upload documents, connect your Claude account via MCP, and have it write your wiki!

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skales
MCP Server

Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two...

Stack favorite1.2k repo stars370 builder votes
Updated 5d ago
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UUniversal

Personal AI desktop agent for Windows, macOS, Linux, Android & iOS. Set a goal, it works on its own. Teams (pair two desktops, agents + humans), Agent2Agent, Workflows, Codework, multi-agen…

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wassette
MCP Server

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

Builder signal928 repo stars93 builder votes
Updated 12d ago
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UUniversal

Wassette: A security-oriented runtime that runs WebAssembly Components via MCP

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Box
MCP Server

The most advanced, fully offline client-side AI suite on Android today.

Builder signal688 repo stars58 builder votes
Updated 10d ago
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UUniversal

The most advanced, fully offline client-side AI suite on Android today.

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mcp-email-server
MCP Server

IMAP and SMTP via MCP Server

Builder signal284 repo stars28 builder votes
Updated 9d ago
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UUniversal

IMAP and SMTP via MCP Server

public
MCP Server

The database IDE for VS Code, Cursor, and Windsurf. 80+ databases: Postgres, MySQL, SQL Server, MongoDB, Snowflake, a...

Builder signal317 repo stars95 builder votes
Updated 11d ago
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The database IDE for VS Code, Cursor, and Windsurf. 80+ databases: Postgres, MySQL, SQL Server, MongoDB, Snowflake, and more. AI queries, ER diagrams, SQL notebooks.. An open-source mcp ser…

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alpaca-mcp-server
MCP Server

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategie...

Builder signal877 repo stars80 builder votes
Updated 18d ago
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UUniversal

Alpaca’s official MCP Server lets you trade stocks, ETFs, crypto, and options, run data analysis, and build strategies in plain English directly from your favorite LLM tools and IDEs

houtini-lm
MCP Server

MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ol...

Builder signal99 repo stars10 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

MCP server that saves Claude Code tokens by delegating bounded tasks to local or cloud LLMs. Works with LM Studio, Ollama, vLLM, DeepSeek, Groq, Cerebras.

O
qveris-agent-toolkit
MCP Server

Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs...

Builder signal247 repo stars24 builder votes
Updated 9d ago
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OOpenClaw

Open-source toolkit for the QVeris capability routing network: CLI, MCP server, Python SDK, skills, and REST API docs for agents to discover, inspect, call, and audit real-world tools.

nocturne_memory
MCP Server

A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia...

Stack favorite1.3k repo stars105 builder votes
Updated 1mo ago
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A lightweight, rollbackable, and visual Long-Term Memory Server for MCP Agents. Say goodbye to Vector RAG and amnesia. Empower your AI with persistent, graph-like structured memory across a…

pad
MCP Server

Project Management for the agent era

Builder signal96 repo stars10 builder votes
Updated 10d ago
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Project Management for the agent era

rabbithole
MCP Server

An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code,...

Builder signal272 repo stars22 builder votes
Updated 10d ago
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An infinite canvas for learning — select text, ask, and answers branch out as documents. MCP server for Claude Code, Codex, and any agent.

safari-mcp
MCP Server

Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently...

Builder signal158 repo stars16 builder votes
Updated 11d ago
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Native Safari browser automation for AI agents. 80 tools via AppleScript — zero overhead, keeps logins, runs silently in background. Drop-in alternative to Chrome DevTools MCP with 40-60% l…

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kreuzberg
MCP Server

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured informati...

Stack favorite8.7k repo stars2564 builder votes
Updated 4d agoRust, Elixir, Python, Java, Go, PHP, Ruby, Docker, TypeScript, JavaScript, Claude, Vercel, Cloudflare, Bun, Deno
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UUniversalRust, Elixir, Python, Java, Go, PHP, Ruby, Docker, TypeScript, JavaScript, Claude, Vercel, Cloudflare, Bun, Deno

A polyglot document intelligence framework with a Rust core. Extract text, metadata, images, and structured information from PDFs, Office documents, images, and 97+ formats. Available for R…

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mcp-devtools
MCP Server

A modular MCP server that provides commonly used developer tools for AI coding agents

Builder signal157 repo stars16 builder votes
Updated 9d ago
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UUniversal

A modular MCP server that provides commonly used developer tools for AI coding agents

DashClaw
MCP Server

The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce au...

Builder signal285 repo stars28 builder votes
Updated 10d ago
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The governance runtime for AI agents. Intercept actions, enforce guard policies, require approvals, and produce audit-ready decision trails.

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clipforge
MCP Server

ClipForge(原『带货剪手』/ daihuo-jianshou):开源 AI 带货短视频神器——上传一张商品图,AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕,一键产出抖音小店 / 快手 /...

Builder signal284 repo stars24 builder votes
Updated 10d ago
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UUniversal

ClipForge(原『带货剪手』/ daihuo-jianshou):开源 AI 带货短视频神器——上传一张商品图,AI 自动提炼卖点 + 写种草脚本 + 锁定商品原图不变形 + 配画面/配音/字幕,一键产出抖音小店 / 快手 / 小红书 / TikTok Shop 卖货短视频。0 成本批量出片、开源无水印、本地自部署。也支持一句话主题成片。Open-source AI e…

openaccountants
MCP Server

Open-source Tax Guides for AI agents, reviewed by named CPAs/CAs/EAs. 1,000+ Guides across 190+ jurisdictions. MCP se...

Builder signal252 repo stars24 builder votes
Updated 11d ago
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Cursor AI

Open-source Tax Guides for AI agents, reviewed by named CPAs/CAs/EAs. 1,000+ Guides across 190+ jurisdictions. MCP server included. Works with Claude, ChatGPT, Cursor.

agent-harness-generator
MCP Server

The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP serve...

Builder signal484 repo stars33 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.

The meta-harness for AI agents — scaffold your own focused, branded agent harness with its own npx CLI, MCP server, memory, learning loop, and witness-signed releases. Works with Claude…

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mcp-edd-analytics-vantage
MCP Server

EDD MCP Server: Easy Digital Downloads API for Sales, Analytics & Products 2026

Builder signal151 repo stars15 builder votes
Updated 9d ago
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UUniversal

EDD MCP Server: Easy Digital Downloads API for Sales, Analytics & Products 2026

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mcpsvr
MCP Server

Discover Exceptional MCP Servers

Builder signal309 repo stars31 builder votes
Updated 20d ago
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UUniversal

Discover Exceptional MCP Servers

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mcp-server
MCP Server

MCP Server for Burp

Builder signal987 repo stars81 builder votes
Updated 1mo ago
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UUniversal

MCP Server for Burp

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ThinkWatch
MCP Server

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting,...

Builder signal951 repo stars101 builder votes
Updated 2mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Enterprise AI bastion host for secure AI API and MCP access, with unified proxying, RBAC, audit logs, rate limiting, and cost tracking across OpenAI, Anthropic, Gemini, and self-hosted LLMs.

ckb
MCP Server

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and arch...

Builder signal107 repo stars11 builder votes
Updated 10d ago
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Cursor AI

Code intelligence for AI assistants - MCP server, CLI, and HTTP API with symbol navigation, impact analysis, and architecture mapping

U
mcp-redis
MCP Server

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search...

Builder signal548 repo stars54 builder votes
Updated 10d ago
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UUniversal

The official Redis MCP Server is a natural language interface designed for agentic applications to manage and search data in Redis efficiently

code-context-engine
MCP Server

Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Co...

Builder signal363 repo stars27 builder votes
Updated 14d ago
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Save 94% on AI coding tokens. Index your codebase, agents search instead of reading files. Works with Claude Code, Codex, Copilot, Cursor, Gemini CLI. Local MCP server, free, open source.

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OnionClaw
MCP Server

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone t...

Builder signal224 repo stars22 builder votes
Updated 9d ago
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OOpenClaw

Provide AI agents with full Tor network access and dark web data through a zero-config OpenClaw skill or standalone tool.

MARM-Systems
MCP Server

Stop re-explaining yourself to AI. MARM offers persistent memory, cross-agent context sharing, write queues, swarm-re...

Builder signal313 repo stars31 builder votes
Updated 9d ago
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Codex

Stop re-explaining yourself to AI. MARM offers persistent memory, cross-agent context sharing, write queues, swarm-ready presets, and compaction for clean recall. Includes a live web dashbo…

3dsmax-mcp
MCP Server

3ds Max MCP server

Builder signal134 repo stars13 builder votes
Updated 18d ago
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3ds Max MCP server

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daofy
MCP Server

Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.

Rising build89 repo stars9 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Daofy for Delphi — MCP Server that compiles Delphi projects and queries knowledge base for AI assistants.

U
xiaozhi-esp32-server-java
MCP Server

小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

Stack favorite1.3k repo stars123 builder votes
Updated 2mo ago
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UUniversal

小智ESP32的Java企业级管理平台,提供设备监控、音色定制、角色切换和对话记录管理的前后端及服务端一体化解决方案

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medusa
MCP Server

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agen...

Builder signal939 repo stars57 builder votes
Updated 1mo ago
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UUniversal

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/r…

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cursor-rules-java
MCP Server

An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MCP serve...

Builder signal418 repo stars124 builder votes
Updated 10d ago
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UUniversal

An opinionated, AI-native development workflow for Java Enterprise — reusable Skills, Agents, Commands, and MCP servers combined with a human-in-the-loop model to modernize real-world SDLC …

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LycheeMem
MCP Server

Lightweight Long-Term Memory for LLM Agents.

Stack favorite1.2k repo stars24 builder votes
Updated 11d ago
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OOpenClaw

Lightweight Long-Term Memory for LLM Agents.

itasca-mcp
MCP Server

MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations thr...

Builder signal139 repo stars14 builder votes
Updated 14d ago
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MCP server connecting AI agents to ITASCA engines (PFC, FLAC, 3DEC, MPoint, MassFlow) — run numerical simulations through natural conversation

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godot-ai
MCP Server

Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.

Stack favorite1.0k repo stars28 builder votes
Updated 11d ago
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UUniversal

Production-grade MCP server and AI tools for the Godot engine. A Snap to install. Totally free and fun.

agentshield
MCP Server

AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Availab...

Builder signal994 repo stars65 builder votes
Updated 1mo ago
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Claude CodeClaude Code

AI agent security scanner. Detect vulnerabilities in agent configurations, MCP servers, and tool permissions. Available as CLI, GitHub Action, ECC plugin, and GitHub App integration.

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signoz-mcp-server
MCP Server

MCP Server for SigNoz

Builder signal111 repo stars11 builder votes
Updated 9d ago
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UUniversal

MCP Server for SigNoz

U
octocode
MCP Server

Semantic code searcher and codebase utility

Builder signal431 repo stars41 builder votes
Updated 10d ago
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UUniversal

Semantic code searcher and codebase utility

sub-agents-mcp
MCP Server

Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

Rising build93 repo stars9 builder votes
Updated 14d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Define task-specific AI sub-agents in Markdown for any MCP-compatible tool.

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mcp-server
MCP Server

The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.

Rising build94 repo stars9 builder votes
Updated 13d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.

U
YourMemory
MCP Server

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

Builder signal256 repo stars25 builder votes
Updated 13d ago
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UUniversal

Agentic AI memory with Ebbinghaus forgetting curve decay. +16pp better recall than Mem0 on LoCoMo.

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flyto-core
MCP Server

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

Builder signal471 repo stars28 builder votes
Updated 9d ago
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UUniversal

The open-source execution engine for AI agents. 412 modules, MCP-native, triggers, queue, versioning, metering.

api-mcp-server
MCP Server

GitHub project hostinger/api-mcp-server

Builder signal131 repo stars13 builder votes
Updated 12d ago
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Cursor AI

GitHub project hostinger/api-mcp-server

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adeu
MCP Server

docx LLM translator. Projects.docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Pytho...

Builder signal131 repo stars13 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

docx LLM translator. Projects.docx to Markdown for editing. Projects edits back to OOXML as tracked changes. Python and Node.js implementations.

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wanaku
MCP Server

Wanaku MCP Router

Builder signal130 repo stars13 builder votes
Updated 10d ago
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UUniversal

Wanaku MCP Router

daiso-mcp
MCP Server

한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.

Builder signal313 repo stars31 builder votes
Updated 10d ago
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Codex

한국 로컬 리테일과 영화관 조회를 MCP, CLI, Codex Skill로 연결합니다.

scryer
MCP Server

Model-driven development for coding agents. Plan changes in a shared responsibility model mapped to your code; your a...

Rising build78 repo stars8 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Model-driven development for coding agents. Plan changes in a shared responsibility model mapped to your code; your agent reads, modifies, and implements it through a built-in MCP server.

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EDDI
MCP Server

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, M...

Builder signal363 repo stars36 builder votes
Updated 12d ago
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UUniversal

Config-driven engine that turns JSON into production-grade AI agents. Multi-agent orchestration, 12+ LLM providers, MCP/A2A protocols, RAG, persistent memory, and enterprise compliance (EU …

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flow-like
MCP Server

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich...

Builder signal917 repo stars87 builder votes
Updated 10d ago
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UUniversal

Flow-Like: Strongly Typed Enterprise Scale Workflows. Built for scalability, speed, seamless AI integration and rich customization.

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mcp-engine-public
MCP Server

The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your P...

Builder signal253 repo stars25 builder votes
Updated 15d ago
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UUniversal

The SemanticOps MCP (formerly MCP Engine) is a Power BI tool that lets AI assistants like Claude interact with your Power BI models programmatically: read your model structure, run DAX quer…

d365fo-mcp-server
MCP Server

Exposes 26 MCP tools that prove every method, field, label and form pattern against your real metadata before the AI...

Builder signal122 repo stars12 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Exposes 26 MCP tools that prove every method, field, label and form pattern against your real metadata before the AI writes code.

plumb-mcp
MCP Server

Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in altern...

Rising build67 repo stars7 builder votes
Updated 24d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Local Figma MCP server with no REST rate limits, no metered tool-call quotas, and a verification loop. Drop-in alternative to Figma's Dev Mode MCP and Framelink for Claude Code, Cursor, Win…

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coolify-mcp
MCP Server

MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

Builder signal501 repo stars44 builder votes
Updated 11d ago
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UUniversal

MCP server for Coolify — 42 optimized tools for managing self-hosted PaaS through AI assistants

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apple-health-mcp-server
MCP Server

MCP server for querying Apple Health data with natural language using DuckDB under the hood.

Builder signal231 repo stars22 builder votes
Updated 18d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for querying Apple Health data with natural language using DuckDB under the hood.

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mcp
MCP Server

Rapidly build MCP servers for your Laravel applications.

Builder signal776 repo stars75 builder votes
Updated 11d ago
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UUniversal

Rapidly build MCP servers for your Laravel applications.

piyaz
MCP Server

The agentic workspace where people and AI coding agents work together on every project.

Builder signal120 repo stars12 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

The agentic workspace where people and AI coding agents work together on every project.

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mcp-youtube-transcript
MCP Server

MCP server retrieving transcripts of YouTube videos

Builder signal458 repo stars41 builder votes
Updated 19d ago
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UUniversal

MCP server retrieving transcripts of YouTube videos

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google-analytics-mcp
MCP Server

Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to websit...

Builder signal229 repo stars23 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Google Analytics 4 data to AI agents, agentic workflows, and MCP clients. Give agents analysis-ready access to website traffic, user behavior, and performance data with schema discovery, se…

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metamcp
MCP ServerAI Gateway

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

Stack favorite2.6k repo stars256 builder votes
Updated 1mo agoGo, Next.js, Express, Claude, Docker, Nginx, pnpm, Turborepo
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Next.js, Express, Claude, Docker, Nginx, pnpm, Turborepo

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker. An open-source mcp server for the AI coding ecosystem.

firefox-devtools-mcp
MCP Server

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser thr...

Builder signal304 repo stars25 builder votes
Updated 17d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Model Context Protocol server for Firefox DevTools - enables AI assistants to inspect and control Firefox browser through the Remote Debugging Protocol

ebay-mcp
MCP Server

Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.

Builder signal103 repo stars10 builder votes
Updated 21d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Local MCP server that exposes eBay Sell APIs to AI assistants with OAuth, tool gating, and stdio/HTTP transports.

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Gearsystem
MCP Server

Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD an...

Builder signal381 repo stars38 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Sega Master System / Game Gear / SG-1000 emulator, debugger and embedded MCP server for macOS, Windows, Linux, BSD and RetroArch.

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jadx-mcp-server
MCP Server

MCP server for JADX-AI Plugin

Builder signal705 repo stars63 builder votes
Updated 2mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for JADX-AI Plugin

claude-video-vision
MCP Server

Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audi...

Stack favorite1.0k repo stars40 builder votes
Updated 26d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude Code

Give Claude the ability to watch and understand videos — Claude Code plugin with frame extraction and multimodal audio analysis

Uni-CLI
MCP Server

Operations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local t...

Rising build88 repo stars9 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Operations substrate for AI agents that use real software: 311 sites/tools, logged-in browsers, desktop apps, local tools, MCP, policy, evidence, AgentEnvelope v2, and self-repair.

pentest-agents
MCP Server

Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 co...

Builder signal771 repo stars151 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.

Bug bounty agent framework for Claude Code, Codex, Gemini, Cursor, Windsurf, Copilot, and OpenClaw — 48 agents, 26 commands, 19 CLI tools, 2 MCP servers, autonomous hunt loops, exploit chai…

code-graph-rag
MCP Server

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and kno...

Stack favorite2.3k repo stars235 builder votes
Updated 6d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude Code

The ultimate RAG for your monorepo. Query, understand, and edit multi-language codebases with the power of AI and knowledge graphs

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duaraghav8/MCPJungle
MCP ServerAI Gateway

One place to manage & connect to all your MCP servers

Stack favorite1.2k repo stars115 builder votes
Updated 2mo agoClaude, Go, SQLite, PostgreSQL, OpenAI, Hugging Face, GPT, Docker
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalClaude, Go, SQLite, PostgreSQL, OpenAI, Hugging Face, GPT, Docker

One place to manage & connect to all your MCP servers. An open-source mcp server for the AI coding ecosystem.

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UnrealMotionGraphicsMCP
MCP Server

UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited co...

Builder signal176 repo stars17 builder votes
Updated 15d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited context windows by prioritizing precision in UI structure, animations, and…

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vibe-check-mcp-server
MCP Server

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and...

Builder signal501 repo stars150 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Vibe Check is a tool that provides mentor-like feedback to AI Agents, preventing tunnel-vision, over-engineering and reasoning lock-in for complex and long-horizon agent workflows. KISS you…

pullmd
MCP Server

Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube...

Builder signal197 repo stars20 builder votes
Updated 17d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Self-hosted URL- and file-to-Markdown service for humans and AI agents - web pages, documents, images, audio, YouTube. PWA + REST + MCP + Claude Code skill, Reddit-aware, refreshable share …

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open-ontologies
MCP Server

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OW...

Builder signal194 repo stars19 builder votes
Updated 17d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

AI-native ontology engine: a Rust MCP server with tools for building, validating, querying, and reasoning over RDF/OWL ontologies. In-memory Oxigraph triple store, native OWL2-DL tableaux r…

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StatsPAI
MCP Server

StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad...

Builder signal279 repo stars26 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

StatsPAI is the first Agent-native Python library for causal inference and applied econometrics — unified API, broad cross-method coverage, structured result objects, machine-readable schem…

ClawMem
MCP Server

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

Builder signal192 repo stars19 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.

On-device memory layer for AI agents. Claude Code, Hermes and OpenClaw. Hooks + MCP server + hybrid RAG search.

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mcp-toolkit
MCP Server

Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts with a simple and intuitiv...

Builder signal159 repo stars16 builder votes
Updated 14d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Create MCP servers directly in your Nuxt application. Define tools, resources, and prompts with a simple and intuitive API.

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postman-mcp-server
MCP Server

Connect your AI to your APIs on Postman

Builder signal285 repo stars27 builder votes
Updated 13d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Connect your AI to your APIs on Postman

toolport
MCP Server

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integ...

Builder signal103 repo stars10 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integrity + quarantine, secrets in the OS keychain.

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mcp-server
MCP Server

Model Context Protocol (MCP) Server for the Keboola Platform

Rising build84 repo stars8 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Model Context Protocol (MCP) Server for the Keboola Platform

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hookdeck-cli
MCP Server

CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (source...

Builder signal360 repo stars36 builder votes
Updated 18d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

CLI for Hookdeck: forward webhooks to localhost (ngrok alternative), manage and query Event Gateway resources (sources, connections, destinations, events), run the MCP server for AI agents.…

storybloq
MCP Server

Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and ro...

Builder signal669 repo stars55 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Cross-session context for Claude Code. CLI + MCP server + /story skill that tracks tickets, issues, handovers, and roadmap in a.story/ directory.

suede-creator-skills
MCP Server

28 open-source Agent Skills for Claude Code and Codex: Full Send orchestration, A-F code review, AI evals, CI ship-ga...

Builder signal165 repo stars17 builder votes
Updated 14d ago
Builder signalGetting enough attention to influence how people assemble their stack.

28 open-source Agent Skills for Claude Code and Codex: Full Send orchestration, A-F code review, AI evals, CI ship-gates, design, copy, SEO/AEO/GEO, app shipping, creator rights, and consum…

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mingyu
MCP Server

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

Builder signal194 repo stars18 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

八字、紫微、星盘、六爻、梅花、奇门、大六壬、小六壬、塔罗、雷诺曼、灵签、择日一站式排盘,输出结构化提示词与数据。提供公开 API、MCP Server 与 skill。

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linux-mcp-server
MCP Server

Tools to allow LLM clients to interact with Linux systems remotely

Builder signal265 repo stars25 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Tools to allow LLM clients to interact with Linux systems remotely

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golf
MCP Server

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observa...

Builder signal834 repo stars82 builder votes
Updated 2mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Production-Ready MCP Server Framework • Build, deploy & scale secure AI agent infrastructure • Includes Auth, Observability, Debugger, Telemetry & Runtime • Run real-world MCPs powering AI …

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everything-ai-coding
MCP Server

聚合精选编程 AI 扩展资源:MCP Servers、Skills、Rules、Prompts,周更索引 + 一键安装。

Builder signal223 repo stars22 builder votes
Updated 21d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

聚合精选编程 AI 扩展资源:MCP Servers、Skills、Rules、Prompts,周更索引 + 一键安装。

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supabase-mcp-server
MCP Server

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API...

Builder signal829 repo stars166 builder votes
Updated 2mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Query MCP enables end-to-end management of Supabase via chat interface: read & write query executions, management API support, automatic migration versioning, access to logs and much more..…

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FinanceMCP
MCP Server

这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其...

Builder signal632 repo stars58 builder votes
Updated 2mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

这是一个金融领域相关的mcp,本项目通过集成 Tushare API 和 Binance API 为语言模型(如Claude)提供全面的实时金融数据访问能力,支持股票、基金、债券、宏观经济指标、稳定币、虚拟货币等多维度金融数据分析。其中也包含了金融数据查询、财经新闻查询、国家统计局数据查询等

node9-proxy
MCP Server

The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autono...

Builder signal210 repo stars21 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

The Execution Security Layer for the Agentic Era. Providing deterministic "Sudo" governance and audit logs for autonomous AI agents.

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toolhive
MCP Server

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

Stack favorite2.0k repo stars198 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

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enola
MCP Server

Architecture intelligence for AI coding agents - deterministic, cross-repository code analysis through MCP.

Rising build79 repo stars8 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Architecture intelligence for AI coding agents - deterministic, cross-repository code analysis through MCP.

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orionbelt-semantic-layer
MCP Server

Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into opti...

Rising build69 repo stars7 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Open-source Semantic Sidecar for AI, analytics, and governed data systems. Compiles declarative YAML models into optimized SQL, semantic context, KPIs, and DQ rules.

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agentcad
MCP Server

CAD CLI and MCP server for AI agents

Rising build79 repo stars8 builder votes
Updated 12d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

CAD CLI and MCP server for AI agents

figwright
MCP Server

Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with...

Builder signal158 repo stars16 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Free, two-way Figma MCP server. Turn designs into framework-aware code, and push code back to the canvas. Works with Claude Code, Cursor, Codex, and any MCP client.

last9-mcp-server
MCP Server

Last9 MCP Server

Rising build59 repo stars6 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

Last9 MCP Server

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mcp-servers-nix
MCP Server

A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.

Builder signal278 repo stars27 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Nix-based configuration framework for Model Control Protocol (MCP) servers with ready-to-use packages.

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mcp-server
MCP Server

Volcengine MCP Servers

Builder signal305 repo stars30 builder votes
Updated 18d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Volcengine MCP Servers

UnrealClaude
MCP Server

Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation contex...

Builder signal856 repo stars54 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

Claude Code CLI integration for Unreal Engine 5.7 - Get AI coding assistance with built-in UE5.7 documentation context directly in the editor.

piia-engram
MCP Server

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and oth...

Builder signal170 repo stars17 builder votes
Updated 17d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Local-first AI memory you can see, edit, and override — portable across Claude Code, Codex, Cursor, Windsurf, and other MCP coding tools.

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mcp
MCP Server

Arm's MCP server

Rising build85 repo stars9 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Arm's MCP server

rolecraft
MCP Server

Zero-dependency CLI that installs AI agent skills + MCP servers from any source. 86+ agents. No signup, no telemetry,...

Rising build75 repo stars8 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Zero-dependency CLI that installs AI agent skills + MCP servers from any source. 86+ agents. No signup, no telemetry, 4 KB.

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blockrunai/blockrun-mcp
MCP Server

Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.

Builder signal477 repo stars143 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Live data for AI agents — search, research, markets, crypto, X/Twitter. Pay-per-call via x402 micropayments.. An open-source mcp server for the AI coding ecosystem.

kinocut
MCP Server

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. L...

Rising build91 repo stars9 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. Local, fast, free.

projectmem
MCP Server

Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotcha...

Builder signal187 repo stars14 builder votes
Updated 20d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Local-first memory layer for AI coding agents. Captures issues, attempts, decisions, and cross-project library gotchas — your AI starts experienced, not amnesiac. Native MCP server verified…

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zapier-mcp
MCP Server

Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands...

Builder signal364 repo stars73 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Official plugin distribution for the hosted Zapier MCP server. Install it in your AI client and connect to thousands of apps.. An open-source mcp server for the AI coding ecosystem.

sv-grid
MCP Server

Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column virtualization (1M rows), E...

Builder signal201 repo stars20 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Native Svelte 5 data grid. Headless-first engine + drop-in render component. Row + column virtualization (1M rows), Excel-style filters, inline editing, grouping, pivot, server-side data. M…

premiere-pro-mcp
MCP Server

Adobe Premiere Pro MCP server with 269 AI video editing tools for timeline automation, effects, media management, and...

Builder signal145 repo stars15 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

Adobe Premiere Pro MCP server with 269 AI video editing tools for timeline automation, effects, media management, and export.

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fastmcp
MCP Server

A TypeScript framework for building MCP servers.

Stack favorite3.2k repo stars971 builder votes
Updated 6d agoTypeScript, Python, Express, Claude, LLM, Cloudflare, Bun, Deno, pnpm
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalTypeScript, Python, Express, Claude, LLM, Cloudflare, Bun, Deno, pnpm

A TypeScript framework for building MCP servers.. An open-source mcp server for the AI coding ecosystem.

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agent-trade-kit
MCP Server

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

Builder signal369 repo stars34 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

OKX trading MCP server — connect AI agents to spot, swap, futures, options & grid bots via the Model Context Protocol.

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mcp-server-neon
MCP Server

MCP server for interacting with Neon Management API and databases

Builder signal618 repo stars60 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for interacting with Neon Management API and databases

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paper_format_agent
MCP Server

DOCX formatter for academic papers with a content-fingerprint guard: proves your text is never altered, only the form...

Rising build88 repo stars9 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

DOCX formatter for academic papers with a content-fingerprint guard: proves your text is never altered, only the formatting. Also installable as an agent skill.

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dev-machine-guard
MCP Server

Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages - in seconds.

Builder signal168 repo stars17 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Scan your dev machine for AI agents, MCP servers, IDE extensions, and suspicious packages - in seconds.

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boltmcp
MCP Server

GitHub project boltmcp/boltmcp

Builder signal362 repo stars35 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

GitHub project boltmcp/boltmcp

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beever-atlas
MCP Server

Your First LLM-Wiki Conversation Knowledge Base

Builder signal395 repo stars38 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Your First LLM-Wiki Conversation Knowledge Base

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linkedapi-mcp
MCP Server

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

Rising build61 repo stars6 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server that lets AI assistants control LinkedIn accounts and retrieve real-time data.

claude-mermaid
MCP Server

MCP Server to previewing mermaid diagrams with live reload

Builder signal192 repo stars18 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

MCP Server to previewing mermaid diagrams with live reload

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gantry
MCP Server

Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App In...

Rising build52 repo stars5 builder votes
Updated 29d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Native macOS app for managing and monitoring Docker — local and over SSH. Agent-ready: built-in MCP server and App Intents. Free and open source.

U
marionette_mcp
MCP Server

MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, ent...

Builder signal357 repo stars32 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server enabling AI agents to interact with Flutter apps at runtime - let them inspect widgets, simulate taps, enter text, scroll, and take screenshots.

U
esa-mcp-server
MCP Server

esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)

Rising build61 repo stars6 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

esa.io の公式 MCP(Model Context Protocol)サーバー(STDIO Transport版)

U
SpotifyScraper
MCP Server

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync...

Builder signal276 repo stars27 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Extract public Spotify data — tracks, albums, artists, playlists, podcasts & lyrics — without the official API. Sync + async, typed models, one dependency.

U
stash
MCP Server

Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server in...

Builder signal754 repo stars61 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Stash — persistent memory layer for AI agents. Episodes, facts, and working context stored in Postgres. MCP server included. Self-hosted, single binary, no cloud required.

U
trading_skills
MCP Server

Claude powered advisor system for option traders

Builder signal290 repo stars27 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Claude powered advisor system for option traders

U
jdatamunch-mcp
MCP Server

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savi...

Rising build75 repo stars8 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.

U
mcp-teams-server
MCP Server

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read...

Builder signal384 repo stars38 builder votes
Updated 28d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

An MCP (Model Context Protocol) server implementation for Microsoft Teams integration, providing capabilities to read messages, create messages, reply to messages, mention members.

U
dunetrace
MCP Server

Real-time monitoring of production AI agents.

Rising build58 repo stars6 builder votes
Updated 12d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Real-time monitoring of production AI agents.

U
aseprite-mcp
MCP Server

MCP server for interacting with the Aseprite API

Builder signal315 repo stars21 builder votes
Updated 25d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for interacting with the Aseprite API

U
redmine-mcp-server
MCP Server

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

Rising build58 repo stars6 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server that lets AI assistants manage Redmine issues, projects, wikis, and time tracking

U
sap-ai-mcp-servers
MCP Server

A complete list of SAP MCP Servers and SAP AI Skills

Builder signal379 repo stars32 builder votes
Updated 10d ago
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UUniversal

A complete list of SAP MCP Servers and SAP AI Skills

U
mcp-server
MCP Server

Mapbox Model Context Protocol (MCP) server

Builder signal349 repo stars35 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Mapbox Model Context Protocol (MCP) server

mcp-image
MCP Server

MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gem...

Builder signal138 repo stars14 builder votes
Updated 17d ago
Builder signalGetting enough attention to influence how people assemble their stack.

MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Powered by Gemini (Nano Banana 2 & Pro), with optional OpenAI GPT Image support.

U
ssh-mcp-server
MCP Server

基于 SSH 的 MCP 服务 。已被MCP官方收录 。 SSH MCP Server. It has been included in the community MCP repository.

Builder signal659 repo stars41 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

基于 SSH 的 MCP 服务 。已被MCP官方收录 。 SSH MCP Server. It has been included in the community MCP repository.

slack-skills-plugin
MCP Server

Claude Code and Cursor plugin that enables your AI tools with a Slack MCP Server and Slack Developer Skills.

Rising build85 repo stars9 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Claude Code and Cursor plugin that enables your AI tools with a Slack MCP Server and Slack Developer Skills.

app-store-connect-mcp
MCP Server

Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools from Apple's...

Rising build42 repo stars4 builder votes
Updated 4d ago
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Heimdall — MCP server for the Apple App Store Connect API & App Store Server API (StoreKit 2). 982 tools from Apple's official OpenAPI spec, AI review triage and reply drafting, confirm-bef…

U
madcop
MCP Server

MadCop — local-first AI agent desktop workstation (v0.9). Multi-model chat, tool-use, MCP servers, 12 workflow modes,...

Rising build71 repo stars7 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MadCop — local-first AI agent desktop workstation (v0.9). Multi-model chat, tool-use, MCP servers, 12 workflow modes, knowledge base, AI design tool, persistent workspace.

U
photoshop-mcp
MCP Server

MCP server for Adobe Photoshop automation - Control Photoshop from AI assistants with 50+ tools for design, image edi...

Builder signal197 repo stars15 builder votes
Updated 15d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for Adobe Photoshop automation - Control Photoshop from AI assistants with 50+ tools for design, image editing, and workflow automation

U
mcp
MCP Server

Neo4j official MCP Server

Builder signal273 repo stars26 builder votes
Updated 10d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Neo4j official MCP Server

U
mcp-openapi-schema-explorer
MCP Server

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side explo...

Rising build75 repo stars8 builder votes
Updated 14d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server providing token-efficient access to OpenAPI/Swagger specs via MCP Resource Templates for client-side exploration.

U
Reversecore_MCP
MCP Server

A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, foren...

Builder signal182 repo stars17 builder votes
Updated 11d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A security-first MCP server that empowers AI agents to perform automated reverse engineering, malware analysis, forensics, vulnerability research, and SAST — powered by Radare2, YARA, LIEF,…

ai-agent-team
MCP Server

AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装,支持中英文命令,大幅提升开发效率!

Builder signal408 repo stars37 builder votes
Updated 28d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

AI Agent Team-拥有24/7专业AI开发团队:产品经理、前端开发、后端开发、测试工程师、DevOps工程师、技术负责人。一键安装,支持中英文命令,大幅提升开发效率!

U
model-compose
MCP Server

Deploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhe...

Rising build75 repo stars8 builder votes
Updated 9d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Deploy production-ready AI services in minutes. One YAML file for agents, RAG pipelines, and MCP servers — run anywhere. Inspired by docker-compose.

U
unusual-whales-mcp
MCP Server

MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more

Rising build74 repo stars7 builder votes
Updated 10d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more

U
KKTerm
MCP Server

Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-...

Builder signal429 repo stars129 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-in AI assistant.. An open-source mcp server for the AI coding ecosystem.

U
Embody
MCP Server

MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.

Builder signal140 repo stars14 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for TouchDesigner — build, wire, and debug networks with AI. Plus git-diffable externalization.

U
githits-cli
MCP Server

CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents

Rising build72 repo stars7 builder votes
Updated 11d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

CLI & MCP for GitHits - The Code Context Layer for AI Coding Agents

ArcRift
MCP Server

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions...

Builder signal245 repo stars49 builder votes
Updated 20d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Persistent local memory layer for AI. ArcRift uses a extension and a native MCP server to sync context and decisions from your browser chats (Claude, ChatGPT, DeepSeek) straight to your loc…

funplay-unity-mcp
MCP Server

The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, an...

Builder signal182 repo stars16 builder votes
Updated 9d ago
Builder signalGetting enough attention to influence how people assemble their stack.

The Most Advanced MCP Server for Unity Editor with execute_code, prompts/resources, input simulation, screenshots, and play mode automation.

flutter-skill
MCP Server

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Te...

Builder signal334 repo stars100 builder votes
Updated 1mo ago
Builder signalGetting enough attention to influence how people assemble their stack.

AI-powered E2E testing for 10 platforms. 253 MCP tools. Zero config. Works with Claude, Cursor, Windsurf, Copilot. Test Flutter, React Native, iOS, Android, Web, Electron, Tauri, KMP,.NET …

U
anki-mcp-server
MCP Server

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashca...

Builder signal388 repo stars31 builder votes
Updated 23d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Model Context Protocol (MCP) server that enables AI assistants to interact with Anki, the spaced repetition flashcard application.

asc-mcp
MCP Server

MCP server for App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more f...

Rising build50 repo stars5 builder votes
Updated 1mo ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

MCP server for App Store Connect API - 389 tools for apps, builds, TestFlight, subscriptions, Xcode Cloud, and more from Claude, Cursor, VS Code, or any MCP client

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local_fire_department

Cluster Moves Breaking Out

When a cluster heats up, a stack shift is starting.

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