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✻ Welcome to Claude Code
> test-drive fastmcp from honeystax
⏺ Bash(install fastmcp)
  ⎿ ✓ installed · sandboxed to ~/.claude
> not for me, remove it
⏺ Bash(remove fastmcp)
  ⎿ ✓ clean · zero residue
>
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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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367 added today · 26.7M stars tracked
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fastmcpUUniversalThe fast, Pythonic way to build MCP servers and clients.
27k
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outlinesUUniversalStructured Outputs
15k
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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
14k
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
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...
18k
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OmniRouteMMultipleNever stop coding. Free MIT AI gateway: one endpoint, 268+ providers (50+ free), 500+ models — Claude, GPT, Gemini, K...
23k+4.4k this wk
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08
code-review-graphUUniversalLocal-first code intelligence graph for MCP and CLI. Builds a persistent map of your codebase so AI coding tools read...
24k+4.3k 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...
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WrenAIUUniversalGenBI (Generative BI) for AI agents, an open-source, governed text-to-SQL through an open context layer that turns na...
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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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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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01AI Agents Are Growing an Infrastructure LayerMedium027 Model Context Protocol (MCP) Implementation Companies in 2026 (Ranked)Medium035 Learnings from connecting Microsoft Copilot with Business ApplicationsMedium04Master AI Coding in Claude Code AI New BatchMedium05Vercel Widens What Coding Agents Can TouchMedium0620 Ways to Write a CLAUDE.md That Actually Ships SoftwareMedium07Vibe Coding a $10K/Month Business: What Actually Happens When a Non-Coder Ships SoftwareMedium08Do You Really Need a Data Warehouse? Or Are You Solving the Wrong Problem?MediumREAD_FULL_BRIEFING
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1651 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 — Claude, GPT, Gemini, K...

Featured build23k repo stars2298 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 — Claude, GPT, Gemini, Kimi K3, GLM, DeepSeek. Works with Claude Code, Codex, Cursor, Cline & Co…

U
code-review-graphstar
MCP Server

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

Featured build24k repo stars2432 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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

cc-switchstar
MCP ServerClaude Code Apps

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

Featured build120k repo stars35891 builder votes
Updated todayGo, TypeScript, Rust, React, Tailwind, Vite, SQLite, Claude, Anthropic, GPT, AWS, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Go, TypeScript, Rust, React, Tailwind, Vite, SQLite, Claude, Anthropic, GPT, AWS, pnpm

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

U
worldmonitorstar
MCP Server

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

Featured build64k repo stars6412 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
ai-engineering-from-scratchstar
MCP Server

Learn it. Build it. Ship it for others.

Featured build41k repo stars4114 builder votes
Updated 25d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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

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 stars27843 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…

ECCstar
MCP Server

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

Featured build232k repo stars69526 builder votes
Updated 3d ago
Featured buildAlready singled out as one of the stronger builds on the board.

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

U
open-seo
MCP Server

Open source alternative to Semrush and Ahrefs

Stack favorite6.4k repo stars638 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 favorite3.0k repo stars296 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 stars1014 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 stars17703 builder votes
Updated 3d 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…

everything-claude-codestar
MCP ServerClaude Code Guides

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

Featured build231k repo stars55970 builder votes
Updated 3d agoTypeScript, Python, Go, Java, Claude, LLM, JavaScript, Rust, Swift, Kotlin, React, Next.js, FastAPI, Django, Axum, Spring, Rails, Laravel, PostgreSQL, Supabase, Prisma, Drizzle, OpenAI, Anthropic, Docker, Kubernetes, AWS, Vercel, PM2, Terraform, Bun, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
TypeScript, Python, Go, Java, Claude, LLM, JavaScript, Rust, Swift, Kotlin, React, Next.js, FastAPI, Django, Axum, Spring, Rails, Laravel, PostgreSQL, Supabase, Prisma, Drizzle, OpenAI, Anthropic, Docker, Kubernetes, AWS, Vercel, PM2, Terraform, Bun, pnpm

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

U
Vibe-Tradingstar
MCP Server

"Vibe-Trading: Your Personal Trading Agent"

Featured build26k repo stars7802 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.

U
headroomstar
MCP Server

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

Featured build61k repo stars18267 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…

ruflostar
MCP ServerClaude Code Agents

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

Featured build65k repo stars19613 builder votes
Updated 3d agoClaude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm
Featured buildAlready singled out as one of the stronger builds on the board.
Claude, Docker, Go, OpenAI, Anthropic, Rust, TypeScript, JavaScript, Python, Express, SQLite, PostgreSQL, Redis, Ollama, GPT, LLM, Kubernetes, Cloudflare, GitHub Actions, Bun, pnpm

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

U
codebase-memory-mcpstar
MCP Server

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

Featured build34k repo stars10051 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…

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 stars59196 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
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

O
AstrBotstar
MCP ServerChat & Assistants

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

Featured build37k repo stars3736 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
difystar
MCP Server

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

Featured build150k repo stars44885 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
lobehubstar
MCP Server

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

Featured build81k repo stars24184 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 stars5660 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.

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 stars5251 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
hyperframesstar
MCP Server

Write HTML. Render video. Built for agents.

Featured build37k repo stars10967 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.

U
context7star
MCP ServerCode & Search

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

Featured build60k repo stars17855 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.

tradingview-mcp
MCP Server

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

Stack favorite4.7k repo stars468 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

claude-plugins-officialstar
MCP Server

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

Featured build32k repo stars9726 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.

skilldock
MCP Server

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

Builder signal291 repo stars87 builder votes
Updated 15d ago
Builder signalGetting enough attention to influence how people assemble their stack.

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

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 stars4075 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.

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

U
ida-pro-mcp
MCP Server

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

Stack favorite11k repo stars3175 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 stars2600 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 stars18223 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
chrome-devtools-mcpstar
MCP ServerBrowser & DevTools

Chrome DevTools for coding agents

Featured build47k repo stars14192 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.

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
LibreChatstar
MCP ServerCode & Search

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

Featured build41k repo stars12313 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
openpencil
MCP Server

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

Stack favorite4.3k repo stars1281 builder votes
Updated 3d ago
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

U
gpt-researcherstar
MCP ServerCode & Search

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

Featured build29k repo stars8556 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.

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 stars13099 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
gemini-clistar
MCP Server

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

Featured build106k repo stars31830 builder votes
Updated 3d agoGo
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversalGo

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

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 stars4098 builder votes
Updated 6d 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…

U
jarvis-registry
MCP Server

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

Stack favorite2.4k repo stars708 builder votes
Updated today
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversal

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

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 favorite17k repo stars5249 builder votes
Updated 20d agoGo, Spring, Claude, GPT
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Go, Spring, Claude, GPT

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

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easy-vibe
MCP Server

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

Stack favorite18k repo stars3681 builder votes
Updated 15d agoGo, JavaScript, Supabase, Claude, LLM, Docker, Kubernetes, Vercel
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UUniversalGo, JavaScript, Supabase, Claude, LLM, Docker, Kubernetes, Vercel

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

design-extract
MCP Server

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

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

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 stars11430 builder votes
Updated 3d agoSQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes
Featured buildAlready singled out as one of the stronger builds on the board.
SQLite, PostgreSQL, MySQL, Claude, Docker, Kubernetes

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

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Viper
MCP Server

Adversary simulation and Red teaming platform with AI

Stack favorite5.2k repo stars523 builder votes
Updated 1mo agoDocker, Go, Python, LLM
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UUniversalDocker, Go, Python, LLM

Adversary simulation and Red teaming platform with AI. An open-source mcp server for the AI coding ecosystem.

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webclaw
MCP Server

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

Stack favorite1.8k repo 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.

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siyuanstar
MCP Server

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

Featured build45k repo stars13593 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.

superpowers-zh
MCP Server

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

Stack favorite7.1k repo stars2128 builder votes
Updated 4d ago
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AI 编程超能力 · 中文增强版 — superpowers(116k+ )完整汉化 + 6 个中国原创 skills,让 Claude Code / Copilot CLI / Hermes Agent / Cursor / Windsurf / Kiro / Gemini CLI 等 16 款 AI 编程工具真正会干活. An open-source mcp se…

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.

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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 stars6108 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.

stitch-skills
MCP Server

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

Stack favorite7.7k repo stars2322 builder votes
Updated 7d ago
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A library of Agent Skills designed to work with the Stitch MCP server. Each skill follows the Agent Skills open standard, for compatibility with coding agents such as Antigravity, Gemini CL…

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context-mode
MCP Server

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

Stack favorite19k repo stars5741 builder votes
Updated 3d ago
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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…

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apify-mcp-server
MCP Server

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

Stack favorite2.1k repo stars211 builder votes
Updated 3d 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,…

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…

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github-mcp-serverstar
MCP ServerGit & Version Control

GitHub's official MCP Server

Featured build32k repo stars9479 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.

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ai-engineering-hubstar
MCP Server

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

Featured build37k repo stars10988 builder votes
Updated 5d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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

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serenastar
MCP Server

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

Featured build27k repo stars7990 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.

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FunASR
MCP Server

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

Stack favorite19k repo stars5816 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…

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bifrost
MCP ServerAI Gateway

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

Stack favorite6.7k repo stars1996 builder votes
Updated 3d agoGo, Docker, OpenAI, Anthropic, LangChain, Ollama, GPT, AWS
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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 …

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xiaohongshu-mcp
MCP Server

MCP for xiaohongshu.com

Stack favorite15k repo stars4436 builder votes
Updated 8d agoDocker, Claude, Go, Spring
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UUniversalDocker, Claude, Go, Spring

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

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engram
MCP Server

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

Stack favorite5.6k repo stars1680 builder votes
Updated 12d ago
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UUniversal

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

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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 stars2182 builder votes
Updated 3d 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…

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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 stars3093 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…

superset
MCP Server

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

Stack favorite13k repo stars3758 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.

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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 stars7008 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 …

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ha-mcp
MCP Server

The Unofficial and Awesome Home Assistant MCP Server

Stack favorite4.1k repo stars1219 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.

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antigravity-sdk-python
MCP Server

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

Stack favorite2.5k repo stars764 builder votes
Updated 4d ago
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AAntigravity

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

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 stars1161 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 …

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…

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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…

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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 stars1504 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 …

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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 stars13821 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…

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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 stars6648 builder votes
Updated 3d 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.

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mcp-memory-service
MCP Server

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

Stack favorite1.9k repo stars573 builder votes
Archived
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UUniversal

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

tabularis
MCP Server

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

Stack favorite3.8k repo stars1132 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…

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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…

tradingview-mcp
MCP Server

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

Stack favorite3.6k repo stars1081 builder votes
Updated 4d ago
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Cursor AI

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

n8n-mcpstar
MCP ServerClaude Code MCPs

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

Featured build22k repo stars6708 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.

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notebooklm-mcp-cli
MCP Server

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

Stack favorite5.5k repo stars1658 builder votes
Updated 3d ago
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UUniversal

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

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Skill_Seekers
MCP ServerCode & Search

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

Stack favorite15k repo stars4356 builder votes
Updated 4d agoPython, Go, TypeScript, JavaScript, Java, React, Vue, Svelte, Angular, FastAPI, Django, Flask, OpenAI, Claude, Anthropic, LangChain, LlamaIndex, GPT, LLM, Docker, Kubernetes, Terraform
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UUniversalPython, Go, TypeScript, JavaScript, Java, React, Vue, Svelte, Angular, FastAPI, Django, Flask, OpenAI, Claude, Anthropic, LangChain, LlamaIndex, GPT, LLM, Docker, Kubernetes, Terraform

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

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hope-agent
MCP Server

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

Stack favorite1.3k repo stars376 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…

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 stars1655 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…

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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

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cupertino
MCP Server

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

Builder signal834 repo stars83 builder votes
Archived
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

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

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mcp-for-beginners
MCP ServerWorkflow & Automation

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

Stack favorite17k repo stars5041 builder votes
Updated 3d agoLangChain, Java, JavaScript, Go, TypeScript, Python, Rust, Spring, PostgreSQL, OpenAI, Claude, LLM, Docker
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UUniversalLangChain, Java, JavaScript, Go, TypeScript, Python, Rust, Spring, PostgreSQL, OpenAI, Claude, LLM, Docker

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

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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

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rea
MCP Server

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

Builder signal153 repo stars15 builder votes
Updated 3d 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.

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

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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 stars851 builder votes
Updated 5d 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.

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semble
MCP Server

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

Stack favorite5.7k repo stars1700 builder votes
Updated 4d ago
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UUniversal

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

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ghidra-mcp
MCP Server

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

Stack favorite2.9k repo stars863 builder votes
Updated 3d ago
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UUniversal

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

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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 stars4357 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…

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…

firecrawl-mcp-server
MCP ServerCode & Search

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

Stack favorite7.0k repo stars2103 builder votes
Updated 3d agoGo, JavaScript, Python, Claude, LLM
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Cursor AIGo, JavaScript, Python, Claude, LLM

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

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trigger.dev
MCP ServerWorkflow & Automation

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

Stack favorite16k repo stars4710 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.

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

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

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

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/…

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dbhub
MCP ServerData & Database

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

Stack favorite3.2k repo stars960 builder votes
Updated 10d 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.

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nuclear
MCP Server

Streaming music player that finds free music for you

Stack favorite18k repo stars5422 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.

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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…

O
casdoor
MCP ServerAI Gateway

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

Stack favorite14k repo stars4197 builder votes
Updated 3d agoDocker, Go, Kubernetes
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OOpenClawDocker, Go, Kubernetes

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

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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 5d 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…

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CyberStrike
MCP Server

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

Stack favorite1.3k repo stars375 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…

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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 stars3030 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.

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.

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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 stars866 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 …

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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
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UUniversalGo, AWS, Python, React, PostgreSQL, MySQL, MongoDB, DynamoDB, Claude, Anthropic, LLM, Docker, Kubernetes, Terraform

Open source MCP Servers for AWS

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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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 3d 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.

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kordoc
MCP Server

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

Stack favorite1.5k repo stars148 builder votes
Updated 4d ago
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UUniversal

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

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mcp-toolbox
MCP Server

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

Stack favorite16k repo stars4797 builder votes
Updated 3d 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.

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Windows-MCP
MCP Server

MCP Server for Computer Use in Windows

Stack favorite6.5k repo stars1941 builder votes
Updated 3d agoPython, Go, OpenAI, Claude, Anthropic, LLM
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UUniversalPython, Go, OpenAI, Claude, Anthropic, LLM

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

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mempalacestar
MCP Server

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

Featured build57k repo stars5514 builder votes
Updated 4d ago
Featured buildAlready singled out as one of the stronger builds on the board.
UUniversal

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

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anything-analyzer
MCP Server

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

Stack favorite3.3k repo stars1000 builder votes
Updated 4d ago
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UUniversal

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

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
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 stars17206 builder votes
Updated 3d 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…

blender-skills
MCP Server

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

Builder signal52 repo stars10 builder votes
Builder signalGetting enough attention to influence how people assemble their stack.

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.

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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.

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
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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
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 stars1830 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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jscpd
MCP Server

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

Stack favorite5.9k repo stars1772 builder votes
Updated 4d ago
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UUniversal

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

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deepchat
MCP Server

DeepChat - A smart assistant that connects powerful AI to your personal world

Stack favorite6.1k repo stars1840 builder votes
Updated 3d ago
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UUniversal

DeepChat - A smart assistant that connects powerful AI to your personal world. An open-source mcp server for the AI coding ecosystem.

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…

U
mcp-atlassian
MCP Server

MCP server for Atlassian tools (Confluence, Jira)

Stack favorite5.6k repo stars1678 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
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

U
VibeUE
MCP Server

Unreal Engine Vibe Coding tool

Builder signal504 repo stars151 builder votes
Updated 6d 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.

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xberg
MCP Server

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

Stack favorite8.7k repo stars2604 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…

agents-best-practices
MCP Server

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

Stack favorite2.1k repo stars428 builder votes
Updated 21d ago
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Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.. An open-source mcp server for the AI coding ecosystem.

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openfang
MCP ServerOpenClaw Infra

Open-source Agent Operating System

Stack favorite18k repo stars3608 builder votes
Updated 19d ago
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UUniversal

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

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…

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.

U
nginx-ui
MCP Server

Yet another WebUI for Nginx

Stack favorite11k repo stars3398 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.

U
FinanceToolkit
MCP Server

Transparent and Efficient Financial Analysis

Stack favorite5.1k repo stars1541 builder votes
Updated 4d ago
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UUniversal

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

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…

U
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.

U
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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gortex
MCP Server

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

Builder signal895 repo stars269 builder votes
Updated 5d 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…

U
mcp
MCP Server

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

Stack favorite3.5k repo stars1047 builder votes
Updated 3d agoClaude, Go, Anthropic
Stack favoriteReal repo gravity. Builders already treat this as a serious reference point.
UUniversalClaude, Go, Anthropic

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

agency-orchestrator
MCP Server

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

Stack favorite1.8k repo stars124 builder votes
Updated 4d ago
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One sentence → multi-AI-role collaboration → complete plan in minutes. 211+ expert roles, zero-code YAML, 9 LLM providers (6 free). 一句话调度多个AI专家自动协作,几分钟交付完整方案。

U
KKTerm
MCP Server

Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-...

Builder signal423 repo stars127 builder votes
Updated 3d ago
Builder signalGetting enough attention to influence how people assemble their stack.
UUniversal

Super-tool for vibe coders & system admins — terminals, SSH, SFTP, RDP/VNC, dashboards, install helpers, and a built-in AI assistant.. An open-source mcp server for the AI coding ecosystem.

U
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.

U
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 3d 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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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

claude-context
MCP ServerCode & Search

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

Stack favorite12k repo stars3650 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
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

U
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 3d 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…

U
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 signal312 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…

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…

U
registry
MCP ServerCode & Search

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

Stack favorite7.1k repo stars2116 builder votes
Updated 5d agoGo, PostgreSQL, Anthropic, Docker, GitHub Actions
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UUniversalGo, PostgreSQL, Anthropic, Docker, GitHub Actions

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

U
boost
MCP Server

Laravel-focused MCP server for augmenting your AI powered local development experience.

Stack favorite3.5k repo stars1063 builder votes
Updated 3d agoGo, Laravel
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UUniversalGo, Laravel

Laravel-focused MCP server for augmenting your AI powered local development experience.. An open-source mcp server for the AI coding ecosystem.

U
meta-ads-mcp
MCP Server

MCP server to manage Facebook and Instagram Ads (Meta Ads)

Stack favorite1.1k repo stars92 builder votes
Updated 4d ago
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UUniversal

MCP server to manage Facebook and Instagram Ads (Meta Ads)

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.

U
OpenOSINT
MCP Server

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

Stack favorite1.0k 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.

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

U
rocketride-server
MCP Server

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM work...

Stack favorite5.3k repo stars1576 builder votes
Updated 3d ago
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UUniversal

High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestra…

U
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.

U
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
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UUniversal

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

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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memU
MCP ServerOpenClaw Memory

Personal memory across agents

Stack favorite14k repo stars4214 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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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 2d 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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mcp-grafana
MCP Server

MCP server for Grafana

Stack favorite3.3k repo stars977 builder votes
Updated 3d 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.

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skales
MCP Server

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

Stack favorite1.2k repo stars360 builder votes
Updated 4d ago
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UUniversal

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

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metamcp
MCP ServerAI Gateway

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker

Stack favorite2.5k repo stars508 builder votes
Updated 28d agoGo, Next.js, Express, Claude, Docker, Nginx, pnpm, Turborepo
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UUniversalGo, Next.js, Express, Claude, Docker, Nginx, pnpm, Turborepo

MCP Aggregator, Orchestrator, Middleware, Gateway in one docker. An open-source mcp server for the AI coding ecosystem.

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.

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.

memorix
MCP Server

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

Builder signal564 repo stars169 builder votes
Updated 3d 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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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 4d 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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biomcp
MCP Server

BioMCP: Biomedical Model Context Protocol

Builder signal554 repo stars55 builder votes
Updated 3d ago
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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 3d 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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csharp-sdk
MCP Server

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.

Stack favorite4.4k repo stars1321 builder votes
Updated 5d ago
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UUniversal

The official C# SDK for Model Context Protocol servers and clients. Maintained in collaboration with Microsoft.. 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

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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
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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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local_fire_department

Cluster Moves Breaking Out

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

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