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> test-drive ai-agent-book from honeystax
⏺ Bash(install ai-agent-book)
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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
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0 added today · 26.8M stars tracked
5 builders · 9 categories
Platform:
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Tool type:
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ai-agent-bookUUniversal《深入理解 AI Agent:设计原理与工程实践》(李博杰 著)开源主仓库:全书正文、编译版 PDF 与按章配套代码
16k
02
outlinesUUniversalStructured Outputs
15k
03
fastmcpUUniversalThe fast, Pythonic way to build MCP servers and clients.
27k
04
QuantDingerUUniversalAI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...
9.9k
05
ktransformersUUniversalA Flexible Framework for Experiencing Heterogeneous LLM Inference/Fine-tune Optimizations
19k
06
OmniRouteMMultipleNever stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Kimi, Claude, GPT, Ope...
24k+5.5k this wk
updated 3d ago
07
code-review-graphUUniversalLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...
25k+4.9k this wk
updated 4d ago
08
worldmonitorUUniversalReal-time global intelligence dashboard. AI-powered news aggregation, geopolitical monitoring, and infrastructure tra...
67k+4.7k this wk
updated 3d ago
09
agentaUUniversalThe open-source workspace for building and running AI agents. Build agents through chat, share them with your team, a...
4.3k
10
khazix-skillsMMultiple数字生命卡兹克开源的 AI Skills 合集 | Agent Skills: neat-freak 洁癖 (docs/memory closeout), hv-analysis, khazix-writer & more — Cla...
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bojieli/ai-agent-book
PythonTRENDING
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tirth8205/code-review-graph
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ayghri/i-have-adhd
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oblien/openship
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koala73/worldmonitor
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every-app/open-seo
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1jehuang/jcode
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OpenMetadataThe Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and bus...
GoLLM
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deja-vuYour agents already solved this. deja finds it — retroactive memory for coding agents: search and MCP recall over the...
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caura-memclawGoverned shared memory for AI agent fleets — multi-agent, multi-tenant, MCP-native. Trust tiers, keystone policies, a...
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mcp-serverThe UI5 MCP server improves the developer experience when working with agentic AI and the UI5 framework.
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archestraEnterprise AI Platform with guardrails, MCP registry, gateway & orchestrator
GPTLLMGo
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jcodemunch-mcpCut AI token costs 95%+ on code exploration. The leading MCP server for precise, symbol-level GitHub code retrieval v...
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local_fire_departmentCritical AI News

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015 Learnings from connecting Microsoft Copilot with Business ApplicationsMedium02How i have access to every Frontier model for free.Medium03What’s the difference between Vibe Coding and traditional Prompt Engineering?Medium04Don’t Let Your Agent Mess Up Your DatabaseMedium05What Is a “Loop” vs a “Graph” in AI Agents? A Plain English BreakdownMedium06Human-Centered Analytics in the Age of Generative AI, AI Agents, and MCPMedium07Kimi K3 vs Claude Fable 5 vs GPT-5.6 Sol: What the Benchmarks Actually Say, and What They MissMedium08I Let Claude Sonnet 5 Refactor a 10-Year-Old Codebase for a Weekend. Here’s What Survived.MediumREAD_FULL_BRIEFING
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850 projects found

U
fastmcpstar
MCP Server

The fast, Pythonic way to build MCP servers and clients.

Featured build27k repo stars2669 builder votes
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

The fast, Pythonic way to build MCP servers and clients.

U
QuantDinger
MCP Server

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...

Stack favorite9.9k repo stars986 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading

OmniRoutestar
MCP Server

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Kimi, Claude, GPT, Ope...

Featured build24k repo stars7206 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.

Never stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Kimi, Claude, GPT, OpenAI, Gemini, GLM, DeepSeek, MiniMax. Works with Claude Code, Codex, Curs…

U
worldmonitorstar
MCP Server

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

Featured build67k repo stars19965 builder votes
Updated 3d 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
dbx
MCP Server

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

Stack favorite11k repo stars3311 builder votes
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…

graphifystar
MCP Server

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

Featured build93k repo stars28011 builder votes
Updated 3d 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
open-seo
MCP Server

Open source alternative to Semrush and Ahrefs

Stack favorite6.7k repo stars2017 builder votes
Updated 5d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

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 favorite3.3k repo stars987 builder votes
Updated 3d 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…

U
jcode
MCP Server

The most intelligent agent harness for code

Stack favorite10k repo stars3149 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The most intelligent agent harness for code. 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 build59k repo stars17789 builder votes
Updated 4d 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…

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Vibe-Tradingstar
MCP Server

"Vibe-Trading: Your Personal Trading Agent"

Featured build26k repo stars7869 builder votes
Updated 3d 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.

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headroomstar
MCP Server

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

Featured build61k repo stars18324 builder votes
Updated 3d 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…

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codebase-memory-mcpstar
MCP Server

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

Featured build34k repo stars10153 builder votes
Updated 3d 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…

ruflostar
MCP ServerClaude Code Agents

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

Featured build65k repo stars19643 builder votes
Updated 4d 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…

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 stars11280 builder votes
Updated 3d 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 …

U
n8nstar
MCP ServerWorkflow & Automation

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-ho...

Featured build197k repo stars59225 builder votes
Updated 3d agoJavaScript, Python, LangChain, Docker
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalJavaScript, Python, LangChain, Docker

Fair-code workflow automation platform with native AI capabilities. Combine visual building with custom code, self-host or cloud, 400+ integrations.. An open-source mcp server for the AI co…

U
difystar
MCP Server

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

Featured build150k repo stars44916 builder votes
Updated 3d 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
tidewave_phoenix
MCP Server

MCP server with runtime-level tools for Phoenix development

Builder signal835 repo stars84 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server with runtime-level tools for Phoenix development

U
lobehubstar
MCP Server

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

Featured build81k repo stars24197 builder votes
Updated 3d 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…

U
oh-my-pi
MCP ServerBrowser & DevTools

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, a...

Stack favorite19k repo stars5720 builder votes
Updated 3d agoTypeScript, Rust, Bun, Python, Go, Ruby, Java, Kotlin, PHP, Elixir, SQLite, OpenAI, Claude, Anthropic, Hugging Face, Ollama, GPT, LLM, Cloudflare, Prettier
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalTypeScript, Rust, Bun, Python, Go, Ruby, Java, Kotlin, PHP, Elixir, SQLite, OpenAI, Claude, Anthropic, Hugging Face, Ollama, GPT, LLM, Cloudflare, Prettier

⌥ AI Coding agent for the terminal — hash-anchored edits, optimized tool harness, LSP, Python, browser, subagents, and more. An open-source mcp server for the AI coding ecosystem.

U
hyperframesstar
MCP Server

Write HTML. Render video. Built for agents.

Featured build37k repo stars11021 builder votes
Updated 3d 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.

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 build26k repo stars5265 builder votes
Updated 25d 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 ·…

U
context7star
MCP ServerCode & Search

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors

Featured build60k repo stars17870 builder votes
Updated todayGo, Next.js, MongoDB, Supabase, Claude, LLM, Vercel, Cloudflare
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Next.js, MongoDB, Supabase, Claude, LLM, Vercel, Cloudflare

Context7 Platform -- Up-to-date code documentation for LLMs and AI code editors. An open-source mcp server for the AI coding ecosystem.

U
master-fetch
MCP Server

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

Builder signal381 repo stars38 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

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 favorite14k repo stars4093 builder votes
Updated 4d 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…

claude-plugins-officialstar
MCP Server

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

Featured build32k repo stars9736 builder votes
Updated 3d 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.

tradingview-mcp
MCP Server

AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automa...

Stack favorite4.9k repo stars493 builder votes
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude Code

AI-assisted TradingView chart analysis — connect Claude Code to your TradingView Desktop for personal workflow automation

U
mcp-mongo-server
MCP Server

A Model Context Protocol Server for MongoDB

Builder signal282 repo stars85 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Model Context Protocol Server for MongoDB. An open-source mcp server for the AI coding ecosystem.

U
chrome-devtools-mcpstar
MCP ServerBrowser & DevTools

Chrome DevTools for coding agents

Featured build47k repo stars14210 builder votes
Updated 4d 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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ida-pro-mcp
MCP Server

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

Stack favorite11k repo stars3186 builder votes
Updated 8d agoTypeScript, Python, Claude, LLM
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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.

U
DesktopCommanderMCP
MCP ServerCode & Search

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

Stack favorite8.7k repo stars2612 builder votes
Updated 3d agoRust, Docker, Go, Claude, GPT, Python, GitHub Actions
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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.

U
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 stars18229 builder votes
Updated 4d 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…

U
LibreChatstar
MCP ServerCode & Search

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o...

Featured build41k repo stars12330 builder votes
Updated 4d agoGo, Python, Rust, Java, PHP, React, Redis, OpenAI, Claude, Anthropic, Ollama, GPT, Docker, AWS
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Python, Rust, Java, PHP, React, Redis, OpenAI, Claude, Anthropic, Ollama, GPT, Docker, AWS

Enhanced ChatGPT Clone: Features Agents, MCP, Skills, DeepSeek, Anthropic, AWS, OpenAI, Responses API, Azure, Groq, o1, GPT-5, Mistral, OpenRouter, Vertex AI, Gemini, Artifacts, AI model sw…

U
mcp-rubber-duck
MCP Server

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber d...

Builder signal171 repo stars17 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

An MCP server that acts as a bridge to query multiple OpenAI-compatible LLMs with MCP tool access. Just like rubber duck debugging, explain your problems to various AI "ducks" who can actua…

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 stars13109 builder votes
Updated 3d 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 1,969+ agentic skills. Includes CLI, local …

U
gpt-researcherstar
MCP ServerCode & Search

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

Featured build29k repo stars8563 builder votes
Updated 3d 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.

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 stars5260 builder votes
Updated 20d agoGo, Spring, Claude, GPT
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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)…

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 stars4105 builder votes
Updated 7d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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…

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 stars11438 builder votes
Updated 4d 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.

U
serenastar
MCP Server

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

Featured build27k repo stars8005 builder votes
Updated todayGo, Python, TypeScript, JavaScript, Rust, Ruby, Java, Swift, Kotlin, PHP, Dart, Elixir, Zig, Claude, LLM
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Python, TypeScript, JavaScript, Rust, Ruby, Java, Swift, Kotlin, PHP, Dart, Elixir, Zig, Claude, LLM

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent. An open-source mcp server for the AI coding ecosystem.

U
context-mode
MCP Server

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

Stack favorite19k repo stars5751 builder votes
Updated 3d 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
siyuanstar
MCP Server

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

Featured build45k repo stars13598 builder votes
Updated 3d 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.

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 build20k repo stars6112 builder votes
Updated 3d 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
bifrost
MCP ServerAI Gateway

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+...

Stack favorite6.7k repo stars2006 builder votes
Updated 3d agoGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS

Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.. An open-source mcp server …

U
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 stars183 builder votes
Updated 4d 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.

U
github-mcp-serverstar
MCP ServerGit & Version Control

GitHub's official MCP Server

Featured build32k repo stars9485 builder votes
Updated todayGo, Docker, Python, Java, React, OpenAI, Claude, LLM, GitHub Actions
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, Docker, Python, Java, React, OpenAI, Claude, LLM, GitHub Actions

GitHub's official MCP Server. An open-source mcp server for the AI coding ecosystem.

U
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 favorite2.1k repo stars211 builder votes
Updated 4d ago
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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,…

U
FunASR
MCP Server

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

Stack favorite19k repo stars5819 builder votes
Updated 3d ago
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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…

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
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.

deja-vu
MCP Server

Your agents already solved this. deja finds it — retroactive memory for coding agents: search and MCP recall over the...

Builder signal428 repo stars43 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Your agents already solved this. deja finds it — retroactive memory for coding agents: search and MCP recall over the sessions they already wrote, an audit log of what they were served, sec…

U
osaurus
MCP ServerWorkflow & Automation

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptograp...

Stack favorite7.3k repo stars2186 builder votes
Updated 4d agoOpenAI, Anthropic, Ollama, Go, Swift, SQLite, Claude, Hugging Face, LLM
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UUniversalOpenAI, Anthropic, Ollama, Go, Swift, SQLite, Claude, Hugging Face, LLM

Own your AI. The native macOS harness for AI agents -- any model, persistent memory, autonomous execution, cryptographic identity. Built in Swift. Fully offline. Open source.. An open-sourc…

emulo
MCP Server

Mine your Claude Code and Codex logs into a local you.md agent profile.

Builder signal194 repo stars19 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

Mine your Claude Code and Codex logs into a local you.md agent profile.

superset
MCP Server

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine

Stack favorite13k repo stars3763 builder votes
Updated 3d agoReact, Tailwind, Bun, Turborepo, Vite, Drizzle, Go, OpenAI, Claude
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React, Tailwind, Bun, Turborepo, Vite, Drizzle, Go, OpenAI, Claude

Code Editor for the AI Agents Era - Run an army of Claude Code, Codex, etc. on your machine. An open-source mcp server for the AI coding ecosystem.

U
MemOS
MCP ServerOpenClaw Memory

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, w...

Stack favorite10k repo stars3096 builder votes
Updated todayGo, Python, Redis, OpenAI, LLM, Docker
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UUniversalGo, Python, Redis, OpenAI, LLM, Docker

Self-evolving memory OS for LLM & AI Agents: ultra-persistent memory, hybrid-retrieval, and cross-task skill reuse, with 35.24% token savings. An open-source mcp server for the AI coding ec…

U
ha-mcp
MCP Server

The Unofficial and Awesome Home Assistant MCP Server

Stack favorite4.1k repo stars1221 builder votes
Updated 3d ago
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UUniversal

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

U
activepiecesstar
MCP ServerWorkflow & Automation

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • A...

Featured build23k repo stars7010 builder votes
Updated todayGo, TypeScript, OpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo, TypeScript, OpenAI, Claude

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents. An open-source mcp server …

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 stars1164 builder votes
Updated 3d 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 …

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 favorite5.0k repo stars1507 builder votes
Updated 3d ago
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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 …

tabularis
MCP Server

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHous...

Stack favorite3.8k repo stars1136 builder votes
Updated 3d ago
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Cursor AI

Open-source desktop SQL workspace for PostgreSQL, MySQL/MariaDB, SQLite and 13+ more databases like DuckDB, ClickHouse, Redis and Firestore. Built-in MCP server for Claude, Cursor and Devin…

U
MaxKBstar
MCP Server

MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。

Featured build22k repo stars6651 builder votes
Updated 4d agoDocker, Python, Go, Vue, Django, PostgreSQL, LangChain, LLM, Express, OpenAI, Claude
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalDocker, Python, Go, Vue, Django, PostgreSQL, LangChain, LLM, Express, OpenAI, Claude

MaxKB is an open-source platform for building enterprise-grade agents. 强大易用的开源企业级智能体平台。. An open-source mcp server for the AI coding ecosystem.

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 stars13824 builder votes
Updated 4d 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…

n8n-mcpstar
MCP ServerClaude Code MCPs

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

Featured build22k repo stars6711 builder votes
Updated todayDocker, 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.

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 favorite3.3k repo stars332 builder votes
Updated 3d 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
tela
MCP Server

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your...

Rising build39 repo stars4 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Open-source, self-hostable markdown team wiki with a built-in MCP server — so AI agents read, write, and search your docs as first-class teammates. Live multiplayer, semantic + full-text se…

claude-code-ultimate-guide
MCP Server

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

Stack favorite5.5k repo stars1658 builder votes
Updated 4d 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
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 stars378 builder votes
Updated 3d 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…

U
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 favorite2.8k repo stars854 builder votes
Updated 6d ago
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UUniversal

Open-source MCP server for LinkedIn. Give Claude and any MCP-compatible AI agent access to profiles, companies, jobs, and messages.. An open-source mcp server for the AI coding ecosystem.

U
crw
MCP Server

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agen...

Builder signal462 repo stars29 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Fast, lightweight Firecrawl/Tavily alternative in Rust. Web scraper, crawler & search API with MCP server for AI agents. Drop-in Firecrawl-compatible API (/scrape, /crawl, /search). 2.3x fa…

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 stars3033 builder votes
Updated 4d 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
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 stars377 builder votes
Updated 3d 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…

U
trigger.dev
MCP ServerWorkflow & Automation

Trigger.dev – build and deploy fully‑managed AI agents and workflows

Stack favorite16k repo stars4712 builder votes
Updated 3d agoGo, TypeScript, JavaScript, Python, React, LLM, Docker, Kubernetes, AWS, Vercel
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UUniversalGo, TypeScript, JavaScript, Python, React, LLM, Docker, Kubernetes, AWS, Vercel

Trigger.dev – build and deploy fully‑managed AI agents and workflows. An open-source mcp server for the AI coding ecosystem.

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 stars869 builder votes
Updated 3d 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
OpenMetadata
MCP Server

The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and bus...

Stack favorite15k repo stars4358 builder votes
Updated 3d agoGo, LLM
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UUniversalGo, LLM

The Open Context Layer for Data and AI, OpenMetadata is the open platform for building trusted data context and business semantics for humans, AI assistants, and agents.. An open-source m…

U
dbhub
MCP ServerData & Database

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

Stack favorite3.2k repo stars961 builder votes
Updated 11d 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
nuclear
MCP Server

Streaming music player that finds free music for you

Stack favorite18k repo stars5423 builder votes
Updated 4d ago
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UUniversal

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

U
archestra
MCP ServerAI Gateway

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

Stack favorite4.0k repo stars400 builder votes
Updated 3d agoGPT, LLM, Go, PostgreSQL, Claude, Anthropic, Docker, Kubernetes, Terraform
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UUniversalGPT, LLM, Go, PostgreSQL, Claude, Anthropic, Docker, Kubernetes, Terraform

Enterprise AI Platform with guardrails, MCP registry, gateway & orchestrator

U
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 signal153 repo stars15 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

claudexor
MCP Server

Local-first multi-harness control plane for Claude Code, Codex, Cursor, and OpenCode: quota-aware rotation across mul...

Builder signal168 repo stars50 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

Local-first 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…

Dida-Hotel-MCP-Global
MCP Server

Official DIDA Hotel Booking MCP Server. World #3 B2B travel corp, 14y supply chain, 2M hotels at B2B rates, 40+ LLM c...

Early signal22 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Official DIDA Hotel Booking MCP Server. World #3 B2B travel corp, 14y supply chain, 2M hotels at B2B rates, 40+ LLM compatible. Free access for businesses & solo developers with unlimited c…

U
mcp-toolbox
MCP Server

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

Stack favorite16k repo stars4799 builder votes
Updated 4d ago
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UUniversal

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

MindTrain
MCP Server

AI-driven knowledge training platform with pluggable schedulers, Codex Skill integration, and optional Anki/FSRS supp...

Early signal21 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Codex

AI-driven knowledge training platform with pluggable schedulers, Codex Skill integration, and optional Anki/FSRS support.

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 favorite3.6k repo stars362 builder votes
Updated 4d ago
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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…

Drissionpage-MCP-Server
MCP Server

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

Builder signal396 repo stars40 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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

sema
MCP Server

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks...

Early signal20 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks, impact analysis, and a VS Code chat and agent supporting local CLIs an…

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 favorite1.6k repo stars163 builder votes
Updated today
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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/…

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 stars17207 builder votes
Updated 4d 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…

U
QuantDinger
MCP ServerAgent Frameworks

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi...

Stack favorite9.8k repo stars2925 builder votes
Updated 2d agoGo, Python, Docker, Vue, Flask, PostgreSQL, Redis, LLM, Nginx, OpenAI, GPT, Cloudflare
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UUniversalGo, Python, Docker, Vue, Flask, PostgreSQL, Redis, LLM, Nginx, OpenAI, GPT, Cloudflare

AI quantitative trading platform for crypto, stocks, and forex with backtesting, live trading, market data, and multi-agent research.vibe-trading,trading-agents,ai-trader,ai-trading. An op…

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 stars1469 builder votes
Updated 6d 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…

Zengram
MCP Server

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

Rising build53 repo stars5 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

A Multi Agent Memory MCP That Connect Agents Across Systems and Machines

django-orm-lens
MCP Server

Live sidebar, ER diagrams, CLI, and MCP server for Django models. VS Code + PyPI + MCP Registry + Glama. Zero-dep par...

Early signal18 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

Live sidebar, ER diagrams, CLI, and MCP server for Django models. VS Code + PyPI + MCP Registry + Glama. Zero-dep parser, no DB required.

U
XcodeBuildMCP
MCP ServerCode & Search

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.

Stack favorite6.1k repo stars1832 builder votes
Updated 3d agoGo, Swift, Claude, Anthropic
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UUniversalGo, Swift, Claude, Anthropic

A Model Context Protocol (MCP) server and CLI that provides tools for agent use when working on iOS and macOS projects.. An open-source mcp server for the AI coding ecosystem.

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mcp
MCP Server

Open source MCP Servers for AWS

Stack favorite9.5k repo stars932 builder votes
Updated todayGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform

Open source MCP Servers for AWS

U
zerikai_memory
MCP Server

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any ID...

Rising build32 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A standalone local-only Python MCP server that gives any IDE persistent, workspace-isolated memory. works with any IDE supporting MCP servers

U
FinanceToolkit
MCP Server

Transparent and Efficient Financial Analysis

Stack favorite5.1k repo stars1542 builder votes
Updated 5d ago
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UUniversal

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

claude-context
MCP ServerCode & Search

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

Stack favorite12k repo stars3652 builder votes
Updated 7d 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
caura-memclaw
MCP Server

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

Builder signal346 repo stars35 builder votes
Updated 4d 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.

U
mcp-atlassian
MCP Server

MCP server for Atlassian tools (Confluence, Jira)

Stack favorite5.6k repo stars1679 builder votes
Updated 3d 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.

U
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 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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…

U
xberg
MCP Server

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

Stack favorite8.7k repo stars2605 builder votes
Updated 3d ago
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UUniversal

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…

U
mcp-lexware-office
MCP Server

MCP server to interact with Lexware Office

Rising build46 repo stars5 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server to interact with Lexware Office

bernstein
MCP Server

Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducibl...

Builder signal708 repo stars71 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Deterministic, verifiable orchestration for CLI coding agents (Claude Code, Codex, Gemini CLI, +40 more). Reproducible parallel runs in git worktrees, signed lineage, byte-identical replay,…

U
VibeUE
MCP Server

Unreal Engine Vibe Coding tool

Builder signal506 repo stars152 builder votes
Updated 7d 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.

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 stars234 builder votes
Updated today
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

U
gortex
MCP Server

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

Builder signal898 repo stars269 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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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GrokSearch-rs
MCP Server

Rust MCP server for Grok web search and Tavily-backed source retrieval

Builder signal332 repo stars32 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Rust MCP server for Grok web search and Tavily-backed source retrieval

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nginx-ui
MCP Server

Yet another WebUI for Nginx

Stack favorite11k repo stars3399 builder votes
Updated 3d agoGo, Nginx, Docker, Vue, LLM, pnpm
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UUniversalGo, Nginx, Docker, Vue, LLM, pnpm

Yet another WebUI for Nginx. An open-source mcp server for the AI coding ecosystem.

blender-skills
MCP Server

94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout t...

Builder signal53 repo stars11 builder votes
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94 specialist Blender skills for Cursor, Claude Code, Kiro & Codex -> MCP-powered production pipeline from blockout to engine export.. An open-source mcp server for the AI coding ecosystem.

mcp-server-polarion
MCP Server

MCP server for Polarion ALM — read and write documents, work items, test runs, traceability links, and comments from...

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

MCP server for Polarion ALM — read and write documents, work items, test runs, traceability links, and comments from any MCP-compatible AI assistant

MAMA
MCP Server

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and thei...

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local-first operating memory for AI coding agents - Claude Code, Codex, and any MCP client. Tracks decisions and their evolution. SQLite + on-device embeddings, no cloud.

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vexa
MCP Server

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket tr...

Stack favorite2.6k repo stars257 builder votes
Updated 3d ago
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UUniversal

Open-source meeting transcription API for Google Meet, Microsoft Teams & Zoom. Auto-join bots, real-time WebSocket transcripts, MCP server for AI agents. Self-host or use hosted SaaS.

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memtomem
MCP Server

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code fil...

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Markdown-first, long-term memory infrastructure for AI agents. Hybrid BM25 + semantic search across markdown/code files via MCP.

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memU
MCP ServerOpenClaw Memory

Personal memory across agents

Stack favorite14k repo stars4215 builder votes
Updated todayPython, 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.

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mcp-grafana
MCP Server

MCP server for Grafana

Stack favorite3.3k repo stars979 builder votes
Updated 4d agoGo, Claude, LLM, Docker, Kubernetes, AWS
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UUniversalGo, Claude, LLM, Docker, Kubernetes, AWS

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

tia-portal-mcp
MCP Server

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

Early signal20 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Specialized bridge designed to connect LLMs and AI agents directly to Siemens SIMATIC TIA Portal V21.

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redmine-cli
MCP Server

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP int...

Rising build31 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A powerful command-line interface for Redmine, enhanced with first-class AI agent capabilities via Skills and MCP integration.

cybersec-toolkit
MCP Server

One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code...

Rising build30 repo stars3 builder votes
Rising buildEarly proof is forming around this project before it turns obvious.

One command installs 580+ security tools on Linux & Termux. Its authorization-gated MCP server works with Claude Code, OpenCode, Codex, Gemini CLI, Ollama-backed agents and other MCP client…

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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
Updated 4d ago
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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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omni
MCP Server

Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal n...

Builder signal313 repo stars94 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Noise-canceling context and long-term memory for your AI agent. Stop paying Claude to read 10,000 lines of terminal noise like a headphone for AI agent. An open-source mcp server for the AI…

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hister
MCP Server

Your own search engine

Stack favorite1.7k repo stars165 builder votes
Updated 3d ago
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UUniversal

Your own search engine

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registry
MCP ServerCode & Search

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

Stack favorite7.1k repo stars2116 builder votes
Updated 6d 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.

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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 signal465 repo stars47 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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…

frihet-mcp
MCP Server

Official MCP server for Frihet ERP — 157 tools for AI-powered invoicing, tax & e-invoicing compliance (VeriFactu, Tic...

Early signal9 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Official MCP server for Frihet ERP — 157 tools for AI-powered invoicing, tax & e-invoicing compliance (VeriFactu, TicketBAI, Facturae), banking, CRM, HR/payroll & POS. Works with Claude, Ch…

code-context
MCP Server

Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semantic search and SQL relevance-...

Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local code search for AI coding agents: a CLI and MCP server with hybrid keyword + semantic search and SQL relevance-ranked aggregation over an index in plain files. No accounts, no keys, n…

skill-manager
MCP Server

Zero-dependency CLI to scan, recommend, deduplicate, audit, and visualize Claude Code / Codex skills and MCP servers.

Early signal8 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Zero-dependency CLI to scan, recommend, deduplicate, audit, and visualize Claude Code / Codex skills and MCP servers.

memorix
MCP Server

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

Builder signal566 repo stars170 builder votes
Updated 4d 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,…

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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 favorite1.0k repo stars82 builder votes
Updated 3d 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.

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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 todayRust, 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…

cladding
MCP Server

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale....

Early signal14 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

For an organization to trust AI with its code, three things must hold — trust, traceability, and stability at scale. cladding wraps your AI coding agent: your intent goes in before it write…

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 favorite2.0k repo stars204 builder votes
Updated 3d 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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toolhive
MCP Server

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

Stack favorite2.0k repo stars196 builder votes
Updated 3d ago
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UUniversal

ToolHive is an enterprise-grade platform for running and managing Model Context Protocol (MCP) servers.

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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 favorite2.6k repo stars262 builder votes
Updated 3d 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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moltis
MCP ServerData & Database

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memor...

Stack favorite2.8k repo stars836 builder votes
Updated 3d agoRust, Go, TypeScript, Swift, Axum, SQLite, OpenAI, LLM, Docker
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UUniversalRust, Go, TypeScript, Swift, Axum, SQLite, OpenAI, LLM, Docker

A secure persistent personal agent server in Rust. One binary, sandboxed execution, multi-provider LLMs, voice, memory, Telegram, WhatsApp, Discord, Teams, and MCP tools. Secure by design, …

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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 favorite6.1k repo stars1844 builder votes
Updated 5d 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…

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azure-ai-search-foundry-iq-live-knowledge-sources
MCP Server

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Reusable accelerator for Foundry IQ live grounding with Fabric Ontology and MCP Server Knowledge Sources.

pm-claude-skills
MCP Server

In Anthropic's official Claude plugin directory · 515 professional Agent Skills (PRDs, launches, compliance, CVs & mo...

Stack favorite1.2k repo stars120 builder votes
Updated 3d ago
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In Anthropic's official Claude plugin directory · 515 professional Agent Skills (PRDs, launches, compliance, CVs & more) for Claude, ChatGPT, Gemini, Cursor & Codex. Try free in-browser, or…

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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 stars1854 builder votes
Updated 3d ago
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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.

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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 3d 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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unstract
MCP Server

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

Stack favorite6.7k repo stars2014 builder votes
Updated 4d ago
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UUniversal

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

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Hubitat-local-MCP-server
MCP Server

GitHub project kingpanther13/Hubitat-local-MCP-server

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

GitHub project kingpanther13/Hubitat-local-MCP-server

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genesys
MCP Server

Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation,...

Early signal17 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Open-source causal graph memory for AI agents. 89.9% on LoCoMo. MCP server with ACT-R scoring, spreading activation, and active forgetting.

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openehr-assistant-mcp
MCP Server

A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs

Early signal16 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

A Model Context Protocol (MCP) Server to assist you on various openEHR related tasks and APIs

swift-skeleton
MCP Server

Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations...

Early signal15 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Swift source code structural indexer. Extracts type declarations, properties, method signatures, and source locations. MCP server for Claude Code.

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biomcp
MCP Server

BioMCP: Biomedical Model Context Protocol

Builder signal554 repo stars55 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

BioMCP: Biomedical Model Context Protocol

toolport
MCP Server

Local-first MCP gateway. One port for every tool and every AI client: lazy discovery (~90% token savings), tool integ...

Builder signal96 repo stars10 builder votes
Updated 3d 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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kubernetes-mcp-server
MCP Server

Model Context Protocol (MCP) server for Kubernetes and OpenShift

Stack favorite1.8k repo stars183 builder votes
Updated 4d ago
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UUniversal

Model Context Protocol (MCP) server for Kubernetes and OpenShift

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 4d 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.

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agent-scan
MCP Server

Security scanner for AI agents, MCP servers and agent skills.

Stack favorite2.8k repo stars839 builder votes
Updated 4d ago
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UUniversal

Security scanner for AI agents, MCP servers and agent skills.. An open-source mcp server for the AI coding ecosystem.

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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 3d ago
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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,…

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 signal276 repo stars28 builder votes
Updated 3d 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.

hol-guard
MCP Server

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

Builder signal411 repo stars41 builder votes
Updated 3d 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.

wmux
MCP Server

Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automati...

Builder signal256 repo stars26 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Windows tmux alternative for AI agents — split terminals for Claude Code, Codex, Gemini CLI with MCP browser automation. No WSL required.

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solon-ai
MCP Server

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible wit...

Builder signal430 repo stars43 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Java AI application development framework (supports LLM-tool,skill; RAG; MCP; Agent-ReAct,Team-Agent). Compatible with java8 ~ java25. It can also be embedded in SpringBoot, jFinal, Vert.x,…

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 signal584 repo stars58 builder votes
Updated 8d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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

trvl
MCP Server

Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price alerts. No API keys, single...

Rising build52 repo stars5 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Travel MCP server + CLI for AI assistants — flights, hotels, trains, cars, ferries, price alerts. No API keys, single Go binary. 1 smart MCP tool + 66 aliases (98.9% smaller tools/list). Wo…

hevy-mcp
MCP Server

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

Builder signal337 repo stars34 builder votes
Updated 3d 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…

NotFair
MCP Server

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

Stack favorite3.2k repo stars947 builder votes
Updated 4d 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.

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freecad-mcp
MCP Server

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

Early signal11 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server for FreeCAD — 32 tools for AI-assisted 3D CAD modeling

safari-mcp
MCP Server

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

Builder signal154 repo stars15 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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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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 3d 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.

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 11d 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

EGC
MCP Server

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, C...

Rising build37 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

EGC gives every AI coding agent the same brain. Shared memory, skills, and live context across Cursor, Claude Code, Copilot, Aider, and 20+ AI coding tools with zero configuration. Every ta…

fennara-godot-ai
MCP Server

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

Builder signal226 repo stars23 builder votes
Updated 4d 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.

O
vmlx
MCP Server

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

Builder signal775 repo stars78 builder votes
Updated 3d 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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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 3d ago
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UUniversal

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

kinocut
MCP Server

Guardrailed video editing MCP server for AI agents. FFmpeg, Hyperframes, repurposing tools, Python client, and CLI. L...

Rising build86 repo stars9 builder votes
Updated 3d 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.

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 signal336 repo stars34 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…

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mcp-server
MCP Server

MCP Server for AI-Assisted Development with Kubeflow Tools

Rising build29 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP Server for AI-Assisted Development with Kubeflow Tools

SecureContext
MCP Server

Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% f...

Early signal7 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Persistent memory + security layer for Claude Code (MCP plugin). Agents remember your project across sessions (~87% fewer context tokens), every tool call lands in a tamper-evident HMAC aud…

pdf-reader-mcp
MCP Server

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

Builder signal831 repo stars83 builder votes
Updated 3d 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…

trending-claude-skills
MCP Server

Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes

Early signal17 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Auto-updated leaderboard of trending claude-skills and AI agent repos, refreshed every 15 minutes

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logic-pro-mcp
MCP Server

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

Rising build42 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Local MCP server for stateful, fail-closed Logic Pro control and live project readback.

jdocmunch-mcp
MCP Server

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

Builder signal195 repo stars20 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

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

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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 3d 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.

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 4d 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

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sonarqube-mcp-server
MCP Server

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

Builder signal601 repo stars60 builder votes
Updated 4d 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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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 stars1476 builder votes
Updated 4d 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…

octomind
MCP Server

Plug and play AI agents for any domain

Rising build87 repo stars9 builder votes
Updated today
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

Plug and play AI agents for any domain

scrivener-mcp
MCP Server

The definitive MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and a...

Rising build36 repo stars4 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

The definitive MCP server for Scrivener — connect your novels, screenplays, and manuscripts to Claude, ChatGPT, and any AI assistant. 53 tools: document management, writing analysis, conten…

ai-code-interface.el
MCP Server

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

Builder signal261 repo stars78 builder votes
Updated 3d 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.

prism-coder
MCP Server

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive ro...

Builder signal157 repo stars16 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Persistent memory + local AI for coding agents. 2B–27B open-weight LLM fleet, cross-session Mind Palace, cognitive routing, L3 grounding verifier, multi-agent Hivemind. Works with Claude Co…

U
signoz-mcp-server
MCP Server

MCP Server for SigNoz

Builder signal106 repo stars11 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP Server for SigNoz

taskflow
MCP Server

Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Grok—with resume, replay, and...

Rising build38 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Compile, verify, and run multi-agent DAGs across Pi, Codex, Claude Code, OpenCode, and Grok—with resume, replay, and incremental recomputation.

sema
MCP Server

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks...

Early signal19 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local semantic code index and MCP server for Claude Code, Codex, and opencode. Includes semantic search, reuse checks, impact analysis, and a VS Code chat and agent supporting local CLIs an…

better-godot-mcp
MCP Server

Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.

Rising build30 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Composite MCP server for Godot Engine -- 17 composite tools for AI-assisted game development.

3dsmax-mcp
MCP Server

3ds Max MCP server

Builder signal134 repo stars13 builder votes
Updated 12d ago
Builder signalGetting enough attention to influence how people assemble their stack.

3ds Max 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 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.

Auditable context engineering for AI agents: context optimization, recoverable context compression, receipts, answer verification, and MCP for Claude Code, Codex, OpenClaw.

U
nextcloud-mcp-server
MCP Server

Nextcloud MCP Server

Builder signal305 repo stars30 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Nextcloud MCP Server

U
goldenmatch
MCP Server

Zero-config entity resolution & record linkage. The zero-tuning Fellegi-Sunter path beats hand-tuned Splink head-to-h...

Builder signal125 repo stars12 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Zero-config entity resolution & record linkage. The zero-tuning Fellegi-Sunter path beats hand-tuned Splink head-to-head and scales from a CSV to a verified 100M-row dedupe in 9.2 min. Fuzz…

voicemode
MCP Server

Natural voice conversations with Claude Code

Stack favorite1.3k repo stars127 builder votes
Updated 5d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude Code

Natural voice conversations with Claude Code

Doyunha-Gopeak
MCP Server

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger,...

Builder signal235 repo stars22 builder votes
Updated 8d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

GoPeak — The most comprehensive MCP server for Godot Engine. 95+ tools: scene management, GDScript LSP, DAP debugger, screenshot capture, input injection, ClassDB introspection, CC0 asset l…

U
adeu
MCP Server

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

Builder signal128 repo stars13 builder votes
Updated 3d 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.

roslyn-codelens-mcp
MCP Server

Roslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation,...

Rising build34 repo stars3 builder votes
Updated 5d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

Roslyn-based MCP server giving AI agents deep semantic understanding of.NET/C# codebases — 57 tools for navigation, call graphs, diagnostics & code fixes, code-quality auditing, test intel…

U
mcp-screenshot-server
MCP Server

An MCP server that provides AI assistants with screenshot capabilities — both web page capture via Puppeteer and cros...

Rising build26 repo stars3 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

An MCP server that provides AI assistants with screenshot capabilities — both web page capture via Puppeteer and cross-platform system screenshots using native OS tools.

U
unusual-whales-mcp
MCP Server

MCP server for Unusual Whales API - access options flow, dark pool, congress trades, and more

Rising build73 repo stars7 builder votes
Updated 3d 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
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 5d 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.

U
mcpmate
MCP Server

MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime v...

Rising build32 repo stars3 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCPMate is a progressive MCP management center for organizing servers, clients, profiles, capabilities, and runtime visibility in one local workspace.

U
dunetrace
MCP Server

Real-time monitoring of production AI agents.

Rising build58 repo stars6 builder votes
Updated 6d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Real-time monitoring of production AI agents.

U
t2000
MCP Server

Agentic finance infrastructure.

Early signal23 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Agentic finance infrastructure.

U
miro-mcp-server
MCP Server

MCP server for controlling Miro whiteboards with AI assistants

Rising build26 repo stars3 builder votes
Updated 12d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for controlling Miro whiteboards with AI assistants

U
magic
MCP ServerLow-Code

Fully Autonomous AI-based Software Development Assistant

Stack favorite1.2k repo stars116 builder votes
Updated 3d agoPython, Rust, Angular, Go, Flask, SQLite, PostgreSQL, MySQL, OpenAI, LangChain, Hugging Face, Ollama, GPT, LLM, Docker, Cloudflare
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalPython, Rust, Angular, Go, Flask, SQLite, PostgreSQL, MySQL, OpenAI, LangChain, Hugging Face, Ollama, GPT, LLM, Docker, Cloudflare

Fully Autonomous AI-based Software Development Assistant

U
plinth
MCP Server

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

Builder signal419 repo stars126 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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…

skill-of-skills
MCP Server

The autonomous discovery engine for AI coding tools. Indexes skills, plugins, MCP servers, agents, and integrations a...

Rising build26 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

The autonomous discovery engine for AI coding tools. Indexes skills, plugins, MCP servers, agents, and integrations across Claude Code, Codex, Gemini CLI, and more.

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 3d 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.

U
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 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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.

U
metorial-platform
MCP Server

The engine powering hundreds of thousands of MCP connections

Builder signal218 repo stars22 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

The engine powering hundreds of thousands of MCP connections

U
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 3d 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
maverick-mcp
MCP Server

MaverickMCP - Personal Stock Analysis MCP Server

Builder signal630 repo stars63 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MaverickMCP - Personal Stock Analysis MCP Server

U
agentcad
MCP Server

CAD CLI and MCP server for AI agents

Rising build69 repo stars7 builder votes
Updated 6d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

CAD CLI and MCP server for AI agents

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 15d 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.

U
fortemi
MCP Server

Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM infe...

Rising build26 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Self-hosted AI knowledge base with hybrid semantic search (pgvector + FTS + RRF), MCP server, multi-provider LLM inference (Ollama, OpenAI, OpenRouter, llama.cpp), multimodal ingestion (vis…

U
mcp-server-excel
MCP Server

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

Builder signal334 repo stars33 builder votes
Updated 5d 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
dagu
MCP Server

Local-first workflow engine with a Web UI for small teams. Define DAGs in a declarative YAML format. Self-contained a...

Stack favorite3.6k repo stars365 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Local-first workflow engine with a Web UI for small teams. Define DAGs in a declarative YAML format. Self-contained and no DBMS required. Use any AI agent to manage your DAGs.

U
traktor
MCP Server

Traktor Game Engine

Builder signal542 repo stars54 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Traktor Game Engine

U
cloakbrowser-mcp
MCP Server

CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and mult...

Rising build29 repo stars3 builder votes
Updated 5d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

CloakBrowser MCP server for AI agents: Playwright-powered browsing, clean tool forwarding, Docker support, and multi-session HTTP transport.

U
fast-agent
MCP Server

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

Stack favorite3.9k repo stars386 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Code, Build and Evaluate agents - excellent Model and Skills/MCP/ACP/A2A Support

weppy-roblox-mcp
MCP Server

Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, li...

Rising build53 repo stars5 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Roblox Studio MCP server & plugin for Claude Code, Cursor, Codex, and Gemini. AI-powered scripts, terrain, assets, lighting, and bidirectional project sync.

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 stars2405 builder votes
Updated 4d 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…

MikroMCP
MCP Server

Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.

Rising build39 repo stars4 builder votes
Updated 7d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

Production-grade MCP server for MikroTik RouterOS with secure AI-native network automation.

memtrace-public
MCP Server

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

Builder signal436 repo stars131 builder votes
Updated 6d 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…

repobrain
MCP Server

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

Stack favorite1.3k repo stars389 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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…

U
prest
MCP Server

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

Stack favorite4.6k repo stars1379 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
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…

U
Vault-for-LLM
MCP Server

Local-first knowledge system for LLM agents — sqlite-vec + ONNX embeddings, no cloud/Docker/PyTorch dependency

Rising build44 repo stars4 builder votes
Updated today
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Local-first knowledge system for LLM agents — sqlite-vec + ONNX embeddings, no cloud/Docker/PyTorch dependency

U
octocode
MCP Server

Code research platform for AI agents: local + GitHub search, LSP semantics, AST patterns, and compact context. one to...

Builder signal896 repo stars269 builder votes
Updated today
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Code research platform for AI agents: local + GitHub search, LSP semantics, AST patterns, and compact context. one toolset as MCP or CLI. An open-source mcp server for the AI coding ecosyst…

pg-aiguide
MCP ServerData & Database

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL...

Stack favorite1.8k repo stars177 builder votes
Updated 25d agoGo, PostgreSQL, Claude
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
Claude CodeClaude CodeGo, PostgreSQL, Claude

MCP server and Claude plugin for Postgres skills and documentation. Helps AI coding tools generate better PostgreSQL code.

toolbox-mcp
MCP Server

MCP server with 35 local tools for AI agents: read PDFs, exact math, image convert & resize, QR codes, crypto, timezo...

Early signal16 repo stars2 builder votes
Early signalNew enough that sharp builders can still get ahead of the crowd here.

MCP server with 35 local tools for AI agents: read PDFs, exact math, image convert & resize, QR codes, crypto, timezone, regex, JSON/CSV. Works in Claude, Cursor, VS Code and Antigravity. N…

arxiv-mcp-server
MCP Server

arXiv MCP Server Client enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with featur...

Early signal17 repo stars2 builder votes
Archived
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

arXiv MCP Server Client enables AI assistants to search, retrieve, analyze, and summarize arXiv papers with features like author/category browsing, trends, and citation insights.

preprompt
MCP Server

MCP server that intercepts and optimizes prompts in Claude Code + Cursor

Early signal12 repo stars1 builder vote
Early signalNew enough that sharp builders can still get ahead of the crowd here.

MCP server that intercepts and optimizes prompts in Claude Code + Cursor

U
mcp-server
MCP Server

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

Rising build93 repo stars9 builder votes
Updated 7d 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
ggmcp
MCP Server

MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 secret types and prevents c...

Rising build37 repo stars4 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for remediating hardcoded secrets using GitGuardian’s API. It detects over 600 secret types and prevents credential leaks before code is made public.

voidly-pay
MCP Server

Off-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-relea...

Early signal11 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Off-chain credit ledger + hire marketplace for AI agents. Ed25519-signed envelopes, atomic settlement, hire-and-release escrow. https://voidly.ai/pay

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

U
memoryweb
MCP Server

A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by typed, narrative edges.

Early signal12 repo stars1 builder vote
Updated 7d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

A memory web MCP server for Agents. Stores knowledge as a graph of nodes connected by typed, narrative edges.

systemprompt-template
MCP Server

AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a single compiled Rust binary th...

Early signal19 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

AI Governance Infrastructure — local evaluation. The governance layer for AI agents: a single compiled Rust binary that authenticates, authorises, rate-limits, logs, and costs every AI inte…

NyxID
MCP Server

Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials auto...

Rising build34 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Connect AI agents to any API, anywhere. Securely. Open-source gateway that proxies requests, injects credentials automatically, punches through NAT to reach localhost services, and wraps RE…

browser-mcp
MCP Server

Drive your real, logged-in Chrome from any AI agent (Claude Code, Cursor, VS Code) — works where headless dies. Reads...

Early signal23 repo stars2 builder votes
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Drive your real, logged-in Chrome from any AI agent (Claude Code, Cursor, VS Code) — works where headless dies. Reads emailed login codes from your Gmail, solves CAPTCHAs, 34 tools. MIT, lo…

U
dynatrace-mcp
MCP Server

MCP server for Dynatrace Observability

Builder signal132 repo stars13 builder votes
Updated 7d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP server for Dynatrace Observability

corpusiq-docs
MCP Server

Hermes Agent Production Knowledge Repository — 406+ repos, AI Agent Marketplace, MCP servers, autonomous AI agent pat...

Early signal14 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Hermes Agent Production Knowledge Repository — 406+ repos, AI Agent Marketplace, MCP servers, autonomous AI agent patterns. Production-tested from 1,200+ hours of ops. Updated daily.

U
RemindAI
MCP Server

Your personal AI workbench on desktop. Execute tools, install skills, connect MCP servers, build persistent memory —...

Early signal15 repo stars2 builder votes
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Your personal AI workbench on desktop. Execute tools, install skills, connect MCP servers, build persistent memory — all models, one interface.

U
insights-mcp
MCP Server

An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM

Early signal22 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

An MCP server to connect Red Hat Lightspeed functionality to an AI / LLM

U
doit-mcp-server
MCP Server

DoiT official MCP Server

Early signal13 repo stars1 builder vote
Updated 6d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

DoiT official MCP Server

hmem
MCP Server

Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.

Early signal21 repo stars2 builder votes
Updated 12d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Persistent memory and agent lifecycle for Claude Code — because sessions shouldn't start from zero.

U
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 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

U
FylloCode
MCP Server

Coding Agent 的治理层,让 Agent 遵守同一套可执行且持续演进的工程规范,全程可追溯

Early signal23 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Coding Agent 的治理层,让 Agent 遵守同一套可执行且持续演进的工程规范,全程可追溯

symaira-vault
MCP Server

The password manager for terminal users and AI agents. Age-encrypted, keyring-cached, MCP-ready. Zero telemetry.

Early signal22 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

The password manager for terminal users and AI agents. Age-encrypted, keyring-cached, MCP-ready. Zero telemetry.

U
ckan-mcp-server
MCP Server

MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)

Rising build56 repo stars6 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

MCP server for querying CKAN open data portals (package search, DataStore SQL, organizations, groups, tags)

U
wanaku
MCP Server

Wanaku MCP Router

Builder signal129 repo stars13 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Wanaku MCP Router

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 5d 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)

wc26-mcp
MCP Server

AI companion for FIFA World Cup 2026 — 18 tools covering matches, teams, venues, city guides, fan zones, visa info, h...

Rising build35 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

AI companion for FIFA World Cup 2026 — 18 tools covering matches, teams, venues, city guides, fan zones, visa info, head-to-head records, and more. Works with Claude, ChatGPT, Cursor, and T…

U
mcp
MCP Server

Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the conte...

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

Enable AI agents to work reliably - giving them secure access to structured data, tools to take action, and the context needed to make smart decisions.

U
Metabase-MCP-Server
MCP Server

Backend integration layer that connects your Metabase instance with AI assistants using the Model Context Protocol (MCP)

Early signal16 repo stars2 builder votes
Updated 11d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Backend integration layer that connects your Metabase instance with AI assistants using the Model Context Protocol (MCP)

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 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

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

paparats-mcp
MCP Server

Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace i...

Early signal10 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local‑first MCP server for multi‑repository semantic code search with Qdrant and llama. Turns your entire workspace into private context for AI coding assistants like Claude Code, Codex, Cu…

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knowledge-base-mcp-server
MCP Server

This MCP server provides tools for listing and retrieving content from different knowledge bases.

Rising build50 repo stars5 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

This MCP server provides tools for listing and retrieving content from different knowledge bases.

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 18d 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…

toolhive-studio
MCP Server

ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents

Builder signal157 repo stars16 builder votes
Updated 4d agoGo, Claude, Kubernetes
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AIGo, Claude, Kubernetes

ToolHive is an application that allows you to install, manage and run MCP servers and connect them to AI agents

getmcp
MCP Server

One command. Every AI app. Install and configure MCP servers across 19 applications - from Claude Desktop to VS Code...

Early signal10 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

One command. Every AI app. Install and configure MCP servers across 19 applications - from Claude Desktop to VS Code to Cursor. 3k+ servers ready, with automatic config generation for JSON,…

m3-memory
MCP Server

Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · L...

Early signal15 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local-first Memory Framework for AI Agents · 99.2% LongMemEval-S retrieval @ k=10 · Supports Claude · Antigravity · LangChain · Hermes · Gemini · OpenCode · OpenClaw · MCP-native and plugin…

ai-workspace-archive
MCP Server

A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP servers, 2,200+ IDE rules (Cursor...

Rising build28 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

A massive, self-updating local archive of AI tools — 11,000+ agent skills, 240+ MCP servers, 2,200+ IDE rules (Cursor/Cline), and 30+ system prompt collections. One repo to rule them all.

Starlight-Intelligence-System
MCP Server

Sovereign AI substrate for memory, orchestration, skills, governance, and evals across Claude Code, Codex, Cursor, Ge...

Early signal6 repo stars1 builder vote
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Sovereign AI substrate for memory, orchestration, skills, governance, and evals across Claude Code, Codex, Cursor, Gemini, and Antigravity.

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studio
MCP Server

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

Builder signal391 repo stars39 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

Genexus18MCP
MCP Server

GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, p...

Rising build25 repo stars3 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

GeneXus 18 MCP server for Claude, Cursor, and AI agents — read, edit, analyze KB objects (transactions, web panels, procedures, SDTs) over the Model Context Protocol.

seite
MCP Server

AI-native static site generator — MCP server, Claude Code integration, sub-second Rust builds

Early signal13 repo stars1 builder vote
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

AI-native static site generator — MCP server, Claude Code integration, sub-second Rust builds

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scraps
MCP Server

The Wiki-link doc compiler for the LLM era.

Rising build45 repo stars5 builder votes
Updated today
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The Wiki-link doc compiler for the LLM era.

mori
MCP Server

mori MCP server — a governed memory layer for AI coding agents.

Early signal21 repo stars2 builder votes
Updated 16d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

mori MCP server — a governed memory layer for AI coding agents.

arifos
MCP Server

arifOS — Constitutional MCP kernel for governed AI execution. AAA trinity: AGI (Mind) · ASI (Heart) · APEX (Judge). B...

Rising build49 repo stars5 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

arifOS — Constitutional MCP kernel for governed AI execution. AAA trinity: AGI (Mind) · ASI (Heart) · APEX (Judge). Built for the sovereign agentic era.

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zowe-mcp
MCP Server

Zowe MCP Server

Early signal17 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Zowe MCP Server

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reportportal-mcp-server
MCP Server

MCP server for ReportPortal

Early signal21 repo stars2 builder votes
Updated 21d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server for ReportPortal

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simplenote-mcp-server
MCP Server

MCP Server for Simplenote integration with Claude Desktop

Early signal17 repo stars2 builder votes
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP Server for Simplenote integration with Claude Desktop

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editor-mcp-server
MCP Server

MCP Server for AI automation of the PlayCanvas Editor

Builder signal124 repo stars12 builder votes
Updated 6d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

MCP Server for AI automation of the PlayCanvas Editor

brilliant-directories-mcp
MCP Server

Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, pages, and more from any AI ag...

Early signal17 repo stars2 builder votes
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Cursor AI

Official MCP server for Brilliant Directories — manage members, posts, leads, reviews, pages, and more from any AI agent. OpenAPI 3.1 spec included.

ai-config-sync-manager
MCP Server

Bidirectional sync for Claude Code and Codex — instructions, skills, agents, MCP servers, hooks, permissions.

Early signal20 repo stars2 builder votes
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Bidirectional sync for Claude Code and Codex — instructions, skills, agents, MCP servers, hooks, permissions.

mcp
MCP Server

RunAPI MCP server for model discovery, pricing lookup, media task creation, and balance checks.

Rising build52 repo stars5 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

RunAPI MCP server for model discovery, pricing lookup, media task creation, and balance checks.

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enola
MCP Server

enola - MCP Architectural Snapshot Server and Knowledge Graph

Rising build77 repo stars8 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

enola - MCP Architectural Snapshot Server and Knowledge Graph

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grove
MCP Server

Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools, hybrid search, provenance...

Early signal23 repo stars2 builder votes
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Open-source MCP server over a git-backed Obsidian vault. Single-user, self-host. Six tools, hybrid search, provenance/blame, auto-link discovery.

m1nd
MCP Server

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

Early signal22 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

The shell around your coding agent: a neuro-symbolic code graph with calibrated trust, via MCP.

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RimBridgeServer
MCP Server

RimBridgeServer runs an MCP server inside RimWorld so AI agents and external tools can remotely control and observe a...

Early signal20 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

RimBridgeServer runs an MCP server inside RimWorld so AI agents and external tools can remotely control and observe a running game.

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whodb
MCP Server

Where data access meets operational intelligence

Stack favorite4.9k repo stars1479 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

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mcp-server
MCP Server

Model Context Protocol (MCP) Server for the Keboola Platform

Rising build84 repo stars8 builder votes
Updated 4d 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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AynOps
MCP Server

An Open Sourced Model Context Protocol (MCP) Local server that gives AI Clients real-time cybersecurity reconnaissanc...

Early signal19 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

An Open Sourced Model Context Protocol (MCP) Local server that gives AI Clients real-time cybersecurity reconnaissance capabilities

Agent-Engineering-Infrastructure
MCP Server

Deploys your OS, databases, and SSL on your VPS in just 10 minutes. Orchestrates a team of AI agents for coding, mark...

Rising build34 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

Deploys your OS, databases, and SSL on your VPS in just 10 minutes. Orchestrates a team of AI agents for coding, marketing, and sales. The built-in optimizer saves up to 90% on token costs,…

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 4d 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.

mcp-adr-analysis-server
MCP Server

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing...

Rising build31 repo stars3 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

A sophisticated Model Context Protocol (MCP) server for analyzing Architectural Decision Records (ADRs) and providing deep architectural insights to AI agents.

claudelint
MCP Server

A linter for Claude Code projects. Validates CLAUDE.md files, skills, settings, hooks, MCP servers, and plugins.

Early signal10 repo stars1 builder vote
Updated today
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

A linter for Claude Code projects. Validates CLAUDE.md files, skills, settings, hooks, MCP servers, and plugins.

wind
MCP Server

Tailwind CSS for Flutter — classes like flex, p-4, dark:bg-gray-800 compose into widget trees. MCP server + Claude Co...

Rising build26 repo stars3 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Tailwind CSS for Flutter — classes like flex, p-4, dark:bg-gray-800 compose into widget trees. MCP server + Claude Code skill for AI agents.

thread-keeper
MCP Server

Multi-agent shared brain across Claude Code/Desktop, Codex, Gemini, Copilot, VS Code. Cross-session memory, self-impr...

Early signal7 repo stars1 builder vote
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Multi-agent shared brain across Claude Code/Desktop, Codex, Gemini, Copilot, VS Code. Cross-session memory, self-improving skill loops, inter-agent signaling — one local MCP server.

skills
MCP Server

Curated, trusted open catalog of AI agent skills for OpenClaw, Claude Code, Codex, GitHub Copilot, Gemini, Cursor, MC...

Early signal19 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Curated, trusted open catalog of AI agent skills for OpenClaw, Claude Code, Codex, GitHub Copilot, Gemini, Cursor, MCP, LangChain, and more. Browse, install, and verify reusable agent workf…

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hecate
MCP Server

Local AI operations console for supervised agent work.

Early signal22 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Local AI operations console for supervised agent work.

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trip2g
MCP Server

Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers.

Early signal24 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Open-source MCP knowledge mesh - self-host your second brain, expose it to AI agents, federate with peers.

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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 5d 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.

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tekla_mcp_server
MCP Server

A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based automation and natural-lan...

Rising build42 repo stars4 builder votes
Updated 16d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A Tekla Structures MCP server designed to accelerate modeling workflows through tool-based automation and natural-language interaction

remem
MCP Server

Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable...

Early signal19 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local-first persistent memory for Claude Code & Codex CLI - Rust CLI, hooks, MCP server, SQLite/SQLCipher, auditable recall for long-running coding work.

karajan-code
MCP Server

Local multi-agent coding orchestrator with 22 pipeline roles, TDD enforcement, SonarQube integration, and automated c...

Rising build31 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Codex

Local multi-agent coding orchestrator with 22 pipeline roles, TDD enforcement, SonarQube integration, and automated code review. Supports Claude, Codex, Gemini, OpenCode and Aider. MCP serv…

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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 3d 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.

claude-code-tips
MCP Server

practical patterns for agentic coding: hooks, agents, automation. built from hundreds of claude code sessions

Rising build27 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

practical patterns for agentic coding: hooks, agents, automation. built from hundreds of claude code sessions

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airbroke
MCP Server

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

Builder signal220 repo stars22 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

sigmap
MCP Server

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

Builder signal598 repo stars60 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AI

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

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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 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

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mcp-hangar
MCP Server

Runtime security and governance for MCP servers. One gateway, full visibility, policy enforcement - from dev laptop t...

Early signal11 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Runtime security and governance for MCP servers. One gateway, full visibility, policy enforcement - from dev laptop to production fleet.

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haiku.rag
MCP Server

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

Builder signal547 repo stars55 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

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mcp
MCP Server

Arm's MCP server

Rising build84 repo stars8 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Arm's MCP server

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lilbee
MCP Server

The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search e...

Rising build38 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The whole local AI stack in one executable: it runs and manages local AI models across every GPU, and it's a search engine you can talk to, with cited answers from your files, code, and the…

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yorishiro-proxy
MCP Server

AI-native MITM proxy — MCP server for traffic interception, recording & replay

Early signal11 repo stars1 builder vote
Updated 5d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

AI-native MITM proxy — MCP server for traffic interception, recording & replay

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 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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.

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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 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

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ai-devkit
MCP Server

The control plane for AI coding agents.

Stack favorite1.6k repo stars469 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

The control plane for AI coding agents.. An open-source mcp server for the AI coding ecosystem.

mcp-server-synology
MCP Server

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

Builder signal137 repo stars14 builder votes
Updated 7d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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. …

grok-mcp-server
MCP Server

Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS Code, Codex & Desktop. xAI A...

Early signal20 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Local-first Grok MCP server & gateway. One shared Grok agent for Cursor, Claude Code, VS Code, Codex & Desktop. xAI API + CLI planes, Control Center.

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godot-agent
MCP Server

Godot AI agent CLI, Skill, and MCP server with structured JSON/schema output — headless scene/script/export automatio...

Rising build26 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Godot AI agent CLI, Skill, and MCP server with structured JSON/schema output — headless scene/script/export automation plus live runtime control.

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obsidian-mcp-pro
MCP Server

The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link...

Rising build26 repo stars3 builder votes
Updated 2d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The most feature-complete MCP server for Obsidian vaults — 23 tools + 3 resources for search, read, write, tags, link analysis, graph traversal, and canvas. Also ships as an Obsidian plugin…

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 signal313 repo stars31 builder votes
Updated 3d 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…

ai-memory-mcp
MCP Server

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, Op...

Rising build35 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Persistent memory for any AI — MCP server, HTTP API, CLI. Works with Claude, ChatGPT, Grok, Gemini, Codex, Cursor, OpenClaw, and any MCP client. 97.8% R@5 on LongMemEval. Pure SQLite FTS5, …

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docsector-reader
MCP Server

A documentation rendering engine built with Vue 3, Quasar v2 and Vite with AI features.

Early signal21 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

A documentation rendering engine built with Vue 3, Quasar v2 and Vite with AI features.

trusty-tools
MCP Server

Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analy...

Early signal14 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Unified Rust workspace for the trusty-* AI developer-tooling ecosystem: hybrid code search, memory palace, code analysis, PR review, and the MPM multi-agent platform — MCP servers, daemons …

MeiGen-AI-Design-MCP
MCP Server

Turn Claude Code and OpenClaw into a powerful design assistant with local ComfyUI, API integration, and a large pr...

Early signal7 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Turn Claude Code and OpenClaw into a powerful design assistant with local ComfyUI, API integration, and a large pro prompt library.

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mcp-assert
MCP Server

The testing standard for MCP servers. Lint (14 rules), test, and fuzz over real stdio/SSE/HTTP transport. 18 assertio...

Early signal23 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

The testing standard for MCP servers. Lint (14 rules), test, and fuzz over real stdio/SSE/HTTP transport. 18 assertion types in YAML. Found 4,794 schema issues across 55 servers. Any langua…

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google-drive-mcp
MCP Server

A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Ca...

Builder signal189 repo stars19 builder votes
Updated 2d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

A Model Context Protocol (MCP) server that provides secure integration with Google Drive, Docs, Sheets, Slides and Calendar. It allows Claude Desktop and other MCP clients to manage files i…

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gpt-image-2-mcp
MCP Server

Local MCP server for ChatGPT image generation.

Rising build31 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Local MCP server for ChatGPT image generation.

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dense-mem
MCP Server

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recal...

Rising build33 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Self-hosted AI agent memory server with MCP, evidence provenance, typed claims, conflict detection, embeddings, recall, PostgreSQL, and Neo4j.

nix-ai
MCP Server

Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake

Early signal11 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Claude CodeClaude Code

Your AI coding toolkit, declared in Nix — Claude, Gemini, Copilot, 15+ MCP servers, one flake

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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 favorite2.0k repo stars195 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

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apap
MCP Server

Accord Project Agreement Protocol. Agreement Runtime and MCP Server

Early signal18 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Accord Project Agreement Protocol. Agreement Runtime and MCP Server

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scrumboy
MCP Server

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

Builder signal413 repo stars41 builder votes
Updated 3d 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

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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 3d 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.

openings-mcp
MCP Server

One MCP server to search job boards and company career sites

Rising build48 repo stars5 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

One MCP server to search job boards and company career sites

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portfolio
MCP Server

Personal portfolio built with Next.js 16 (App Router, RSC-first), React 19, TypeScript, and Tailwind v4. Features a s...

Early signal14 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Personal portfolio built with Next.js 16 (App Router, RSC-first), React 19, TypeScript, and Tailwind v4. Features a streaming AI endpoint (Anthropic Haiku via Vercel AI Gateway), Upstash Re…

mcpmu
MCP Server

MCP server multiplexer, configure all your MCP's in a single MCP with profiles, both TUI and web UI

Early signal14 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

MCP server multiplexer, configure all your MCP's in a single MCP with profiles, both TUI and web UI

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 3d 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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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 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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…

U
hf-mcp-server
MCP Server

Hugging Face MCP Server

Builder signal262 repo stars26 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Hugging Face MCP Server

U
servonaut
MCP Server

Manage AWS, Hetzner, OVH, and custom servers from one TUI — with a built-in AI assistant and MCP server

Early signal20 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Manage AWS, Hetzner, OVH, and custom servers from one TUI — with a built-in AI assistant and MCP server

U
openecon-data
MCP Server

Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server +...

Rising build62 repo stars6 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Give your AI agent accurate economic data. 330K indicators from FRED, World Bank, IMF, Eurostat & more. MCP server + web UI.

U
cred-1
MCP Server

CRED-1: Open domain credibility dataset (2,673 domains). TypeScript library, CLI & MCP server. Check any news source'...

Early signal15 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

CRED-1: Open domain credibility dataset (2,673 domains). TypeScript library, CLI & MCP server. Check any news source's reliability from terminal, code, or AI agents.

piyaz
MCP Server

The agentic workspace where people and AI coding agents work together on every project.

Builder signal120 repo stars12 builder votes
Updated 3d 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.

U
posecode
MCP Server

Posecode is a tiny language an LLM can write, designed for physiotherapy, mobility, posture, yoga, and training, that...

Rising build65 repo stars6 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Posecode is a tiny language an LLM can write, designed for physiotherapy, mobility, posture, yoga, and training, that renders to an animated 3D figure in the browser. Every joint is clamped…

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 3d 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
dext
MCP Server

Dext - Modern Full Stack Framework for Delphi

Builder signal301 repo stars30 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Dext - Modern Full Stack Framework for Delphi

norman-mcp-server
MCP Server

AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy

Rising build52 repo stars5 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Cursor AI

AI-powered bookkeeping and tax filing automation via MCP for entrepreneurs at the heart of the European economy

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 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
Claude CodeClaude Code

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

claude-skills-vault
MCP Server

A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. Th...

Rising build25 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

A curated collection of high impact skills for Claude Code designed to supercharge the senior full stack workflow. This vault automates the repetitive parts of development like architectura…

kodelyth-ecc
MCP Server

70 agents · 194 skills · 97 commands · 22+ hooks · semantic intent routing · self-learning memory · MCP server. Claud...

Early signal10 repo stars1 builder vote
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

70 agents · 194 skills · 97 commands · 22+ hooks · semantic intent routing · self-learning memory · MCP server. Claude Code, Windsurf, Cursor, Codex, Antigravity, Cline, Roo Code, Aider, Ki…

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 4d 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.

aks-mcp
MCP ServerCode & Search

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge...

Builder signal134 repo stars13 builder votes
Updated 5d agoGo, Claude, Docker, Kubernetes, Nginx
Builder signalGetting enough attention to influence how people assemble their stack.
Cursor AIGo, Claude, Docker, Kubernetes, Nginx

A Model Context Protocol (MCP) server that enables AI assistants to interact with AKS clusters. It serves as a bridge between AI tools (like Claude, Cursor, and GitHub Copilot) and AKS.

ThumbGate
MCP Server

ThumbGate Pre-Action Checks derive rules from repeated failures, flag risky tool calls, hard-block detected secret le...

Early signal24 repo stars2 builder votes
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

ThumbGate Pre-Action Checks derive rules from repeated failures, flag risky tool calls, hard-block detected secret leaks, and block matches in strict mode.

origin-mcp
MCP Server

Local MCP server that lets AI assistants automate Origin/OriginPro for data and image processing.

Rising build56 repo stars5 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.

Local MCP server that lets AI assistants automate Origin/OriginPro for data and image processing.

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 signal167 repo stars16 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
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% …

agsync
MCP Server

Agsync is a repo-native control plane for managing skills, MCP servers, secrets, and agent configs across AI clients...

Early signal9 repo stars1 builder vote
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

Agsync is a repo-native control plane for managing skills, MCP servers, secrets, and agent configs across AI clients like Claude Code and Cursor.

U
openops
MCP Server

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

Stack favorite1.1k repo stars105 builder votes
Updated 4d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

U
Palo-MCP
MCP Server

PanOS MCP Server

Early signal16 repo stars1 builder vote
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

PanOS MCP Server

U
nakkas
MCP Server

MCP server that turns AI into an SVG artist

Early signal18 repo stars2 builder votes
Updated 7d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server that turns AI into an SVG artist

U
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 8d 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.

U
ALCOMD3
MCP Server

ALCOMD3 是一款支持 MCP 的 VRChat 包管理器客户端,采用 Material Design 3 设计风格。

Rising build38 repo stars4 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

ALCOMD3 是一款支持 MCP 的 VRChat 包管理器客户端,采用 Material Design 3 设计风格。

O
memorycrystal
MCP Server

Persistent memory for AI agents — OpenClaw plugin + MCP server

Early signal9 repo stars1 builder vote
Updated 7d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
OOpenClaw

Persistent memory for AI agents — OpenClaw plugin + MCP server

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 3d 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
lunar
MCP Server

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

Builder signal468 repo stars47 builder votes
Updated 5d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

U
lumino-mcp-server
MCP Server

AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (M...

Early signal11 repo stars1 builder vote
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

AI/ML-powered diagnostic engine for SRE Observability on Konflux and OpenShift. It uses the Model Context Protocol (MCP) and 40+ tools to analyze logs, metrics, and traces, enabling automat…

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 stars268 builder votes
Updated 6d 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
HealthClawGuardrails
MCP Server

Open-source guardrails between AI agents and FHIR clinical data — PHI redaction, immutable audit, step-up auth, tenan...

Rising build27 repo stars3 builder votes
Updated 5d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Open-source guardrails between AI agents and FHIR clinical data — PHI redaction, immutable audit, step-up auth, tenant isolation. MCP server + OpenAI/Gemini adapters. A healthclaw.io projec…

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 8d 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

ask-llm
MCP Server

MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs for code review, second opin...

Early signal12 repo stars1 builder vote
Updated 4d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

MCP server for AI-to-AI collaboration — bridge Claude with Gemini, Codex, and other LLMs for code review, second opinions, and plan debate

U
social-post-extractor-mcp
MCP Server

MCP server for extracting scripts and metadata from Douyin and Xiaohongshu links with Bailian ASR, OCR, and script.md...

Early signal18 repo stars2 builder votes
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

MCP server for extracting scripts and metadata from Douyin and Xiaohongshu links with Bailian ASR, OCR, and script.md/info.json outputs

U
ratel
MCP Server

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

Builder signal214 repo stars19 builder votes
Updated 3d 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. No vector DB.

U
python-ai-kit
MCP Server

Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!

Rising build58 repo stars6 builder votes
Updated 6d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!

U
jupyter-mcp-server
MCP Server

Model Context Protocol (MCP) Server for Jupyter.

Stack favorite1.2k repo stars121 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

Model Context Protocol (MCP) Server for Jupyter.

U
scrapegraph-mcp
MCP Server

ScapeGraph MCP Server

Rising build89 repo stars9 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

ScapeGraph MCP Server

O
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 signal223 repo stars22 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
OOpenClaw

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

U
Lumeo
MCP Server

Modern, accessible Blazor UI the shadcn way: use it from NuGet or own the source via CLI + registry. Components, Data...

Early signal18 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Modern, accessible Blazor UI the shadcn way: use it from NuGet or own the source via CLI + registry. Components, DataGrid, Scheduler, charts, AI chat primitives, first-party icon packs, the…

U
agent-opfor
MCP Server

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

Builder signal564 repo stars56 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

ai-coding-tools
MCP Server

Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, agents, hooks, and commands to...

Rising build41 repo stars4 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
Claude CodeClaude Code

Claude Code plugin marketplace for Shopware development. Provides MCP servers, skills, agents, hooks, and commands to integrate development tools directly into your AI coding workflow.

U
neurostack
MCP Server

Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that...

Rising build45 repo stars4 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Your second brain, starting today. CLI + MCP server that helps you build, maintain, and search a knowledge vault that gets better every day. Works with any AI provider. Local-first, zero-pr…

U
gds-agent
MCP Server

Neo4j Graph Data Scientist Agent (MCP Server & Skills)

Rising build90 repo stars9 builder votes
Updated 7d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Neo4j Graph Data Scientist Agent (MCP Server & Skills)

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 3d 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…

better-email-mcp
MCP Server

IMAP/SMTP email for AI agents -- read, send, organize folders, and manage attachments across multiple accounts, with...

Rising build26 repo stars3 builder votes
Updated 3d ago
Rising buildEarly proof is forming around this project before it turns obvious.

IMAP/SMTP email for AI agents -- read, send, organize folders, and manage attachments across multiple accounts, with auto-discovery.

U
restheart
MCP Server

The Agent-Ready Backend for MongoDB.

Builder signal880 repo stars88 builder votes
Updated 4d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

The Agent-Ready Backend for MongoDB.

U
anilist-mcp
MCP Server

AniList MCP server for accessing anime and manga data

Rising build79 repo stars8 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

AniList MCP server for accessing anime and manga data

U
hackmd-mcp
MCP Server

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

Rising build64 repo stars6 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

A Model Context Protocol server for integrating HackMD's note-taking platform with AI assistants.

kindly-web-search-mcp-server
MCP ServerCode & Search

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor,...

Builder signal359 repo stars36 builder votes
Updated 7d agoPython, Go, Claude, LLM, Docker
Builder signalGetting enough attention to influence how people assemble their stack.
Python, Go, Claude, LLM, Docker

Kindly Web Search MCP Server: Web search + robust content retrieval for AI coding tools (Claude Code, Codex, Cursor, GitHub Copilot, Gemini, etc.) and AI agents (Claude Desktop, OpenClaw, H…

cmuxlayer
MCP Server

cmux MCP server — 25 tools for terminal agent lifecycle management. Spawn, monitor, and orchestrate Claude, Codex, Cu...

Early signal17 repo stars2 builder votes
Updated 3d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.

cmux MCP server — 25 tools for terminal agent lifecycle management. Spawn, monitor, and orchestrate Claude, Codex, Cursor, Gemini, Kiro agents. Thinking-state detection, chunked input, layo…

U
authmcp-gateway
MCP Server

Secure authentication proxy for MCP servers with JWT auth, real-time monitoring, and admin dashboard. Production...

Early signal11 repo stars1 builder vote
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

Secure authentication proxy for MCP servers with JWT auth, real-time monitoring, and admin dashboard. Production-ready Docker deployment.

U
mongodb-mcp-server
MCP Server

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

Stack favorite1.1k repo stars108 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

U
agents-remember
MCP Server

The system of record and control plane for AI coding agents. Keeps their memory correct, current, and safe to act on...

Rising build26 repo stars3 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

The system of record and control plane for AI coding agents. Keeps their memory correct, current, and safe to act on as the code moves, captures what code can't say on its own, and gates wh…

U
sb-siem-mcp
MCP Server

sb-siem-mcp is an MCP server that connects LLMs (like Claude) to Wazuh SIEM, enabling natural language threat hunting...

Early signal13 repo stars1 builder vote
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
UUniversal

sb-siem-mcp is an MCP server that connects LLMs (like Claude) to Wazuh SIEM, enabling natural language threat hunting, alert analysis, compliance checks, and incident response through 28 se…

U
Eplan_2026_IA_MCP_scripts
MCP Server

Creating MCP server for EPLAN 2026 and EEC PRO

Rising build52 repo stars5 builder votes
Updated 8d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Creating MCP server for EPLAN 2026 and EEC PRO

codex-sessions-manager
MCP Server

CLI, MCP server, and Skill for safe local Codex session audit, cleanup, restore, and verification.

Early signal12 repo stars1 builder vote
Updated 8d ago
Early signalNew enough that sharp builders can still get ahead of the crowd here.
Codex

CLI, MCP server, and Skill for safe local Codex session audit, cleanup, restore, and verification.

U
chimp
MCP Server

Build type-safe, boilerplate-less MCP servers and clients in Scala

Rising build86 repo stars9 builder votes
Updated 4d ago
Rising buildEarly proof is forming around this project before it turns obvious.
UUniversal

Build type-safe, boilerplate-less MCP servers and clients in Scala

Load More (384/850)arrow_downward
local_fire_department

Cluster Moves Breaking Out

When a cluster heats up, a stack shift is starting.

Code & Search

37 tools
UAgent-Reachstar59.3k
UScraplingstar70.6k
Ucontext7star59.6k
UDesktopCommanderMCPstar8.7k
ULibreChatstar41.1k
Ugpt-researcherstar28.5k

Agent Frameworks

39 tools
Usuperpowersstar259.0k
Ucuastar20.4k
Ulanggraphstar37.8k
Ulangchainstar142.3k
Claude Codeoh-my-claudecodestar38.0k
UcrewAIstar55.9k

Claude Code Apps

10 tools
Mcc-switchstar119.9k
MAionUistar30.6k
Uclaude-code-routerstar36.1k
Mccusagestar17.3k
Mhappystar22.8k
Claude Codeclaude-relay-servicestar12.4k

Claude Code Skills

12 tools
Claude Codemarketingskillsstar41.1k
Uhumanizerstar30.3k
Mplanning-with-filesstar25.6k
Claude Codeawesome-agent-skillsstar28.5k
Claude Codetrailofbits-skillsstar6.2k
Mcontext-engineering-kitstar1.3k

Coding Agents

22 tools
OpenAI Codex CLIstar100.3k
Ucmuxstar24.9k
Msystem-prompts-and-models-of-ai-toolsstar142.2k
Ukilocodestar26.4k
Umini-swe-agentstar5.9k
Claude Codeemdashstar5.2k

Claude Code Guides

6 tools
Meverything-claude-codestar230.8k
Claude Codeclaude-code-infrastructure-showcasestar10.0k
Claude CodeSuperClaude_Frameworkstar23.6k
Claude Codeget-shit-donestar64.8k
Claude Codecontext-engineering-introstar13.7k
Claude Codeawesome-claude-codestar50.3k

Chat & Assistants

6 tools
OAstrBotstar37.6k
Ucherry-studiostar48.9k
UChatermstar3.0k
Uragsstar6.5k
Mprompt-in-context-learningstar2.2k
Cursor

Workflow & Automation

17 tools
Un8nstar197.4k
Uosaurusstar7.3k
Uactivepiecesstar23.4k
Umcp-for-beginnersstar16.8k
Uhexstrike-aistar10.4k
Utrigger.devstar15.7k