31,993 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.
Building agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| EdonZo/brain Brain — outcome-grounded memory for AI agents (Claude Code via MCP) | 0 | Claude Code | 1 | 2,897 tok |
| jialinhome/page-fetcher-mcp | 0 | Claude Code | 1 | 662 tok |
| luw2007/skim-mcp MCP Server for Skim - Intelligent code compression for LLM context optimization | 0 | Claude Code | 1 | 1,519 tok |
| lihongwen/pgvector-mcp-server | 0 | Claude Code, Cursor | 8 | 4,785 tok |
| josego85/TechWordTranslatorMCP-Server 🤖 MCP Server: Translate technical terms 🔤 | English/Spanish/German 🌍 | FastMCP ⚡ | 0 | Claude Code | 1 | 2,774 tok |
| kaeba0616/chzzkDevChat MCP channel server for conveying Chzzk live chat ideas to Claude Code | 0 | Claude Code | 1 | 546 tok |
| LoindP/gitLab_mcp_loind | 0 | Claude Code | 1 | 1,170 tok |
| cicy-dev/electron-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,707 tok |
| joconnell19/mcp-chart-forge Theme-first chart generation MCP server | 0 | Claude Code | 3 | 619 tok |
| ebiyy/pb-mcp | 0 | Claude Code | 2 | 778 tok |
| aibtcdev/stacks-mcp-server Model Context Protocol (MCP) server for read-only interaction with Stacks Blockchain | 0 | Claude Code | 1 | 36 tok |
| shreyapatelcodes/email-agent An MCP server that turns Claude Desktop into your Gmail assistant | 0 | Claude Code | 1 | 351 tok |
| nianyi778/jira-dev-mcp nianyi778.github.io Local MCP server for Jira Cloud-driven development — search issues, read tasks, parse atta | 0 | Claude Code, Codex | 5 | 917 tok |
| m3rak1trad1ng/tradingview-mcp TradingView MCP bridge via Chrome DevTools Protocol — forked from tradesdontlie/tradingvie | 0 | Claude Code | 1 | 1,873 tok |
| LaserFocused-ee/ai-docs-mcp MCP server for providing documentation to Claude | 0 | Claude Code | 1 | 948 tok |
| sammrafferty/BYU-LS-MCP MCP server connecting Claude to BYU Learning Suite — assignments, grades, deadlines, and m | 0 | Claude Code | 1 | 1,304 tok |
| selvin-paul-raj/Linkedin-Alpic-Mcp Production-ready LinkedIn MCP Server for ChatGPT & Claude with Composio integration, OAuth | 0 | Claude Code | 1 | 482 tok |
| jimiryquai/power-platform-orchestration-agent Intelligent conversational orchestration agent that automates enterprise-level Power Platf | 0 | Claude Code | 2 | 2,857 tok |
| cyprocypro/mcp-discord | 0 | Claude Code | 1 | 515 tok |
| mingyo186/instrument-mcp Instrument MCP Server - Connects AI and test equipment via the MCP protocol (oscilloscopes | 0 | Claude Code | 8 | 2,011 tok |
| kchaturanga/mcp-gate | 0 | Claude Code | 1 | 1,738 tok |
| damusix/buffer-mcp MCP for Buffer social media posting | 0 | Claude Code | 1 | 370 tok |
| inmydata/AgentMCP inmydata.ai An MCP server that enables AI agents to access inmydata's powerful data querying capabilit | 0 | Claude Code | 1 | — |
| tehprof/support-mcp support.tehprof.kz MCP server for TehProf Support — 30 AI tools for helpdesk, tickets, analytics, Bitrix24 CR | 0 | Claude Code | 1 | 1,821 tok |
| bradthebeeble/mcp-macos-cua macOS Computer Use Agent — MCP server + Claude Code skill for GUI automation via screensho | 0 | Claude Code | 1 | 141 tok |
| tecnomanu/mcp-telegram-agent A mcp for send message to a bot on Telegram for any notification. | 0 | Claude Code, Codex, Cursor, OpenCode | 2 | 551 tok |
| HelyeFab/memory-man MCP Memory Manager - Persistent memory system for Claude Code across multiple projects | 0 | Claude Code | 1 | 1,032 tok |
| reenrik/zube-mcp | 0 | Claude Code | 3 | 676 tok |
| DanDaDaDanDan/mcp-osint | 0 | Claude Code | 1 | 1,053 tok |
| 6547709/teslamate-mcp | 0 | Claude Code | 1 | 2,129 tok |
| nuwax-ai/nuwax-openui-mcp OpenUI over MCP for Nuwax with inline and sidecar rendering | 0 | Claude Code, Codex, OpenCode | 2 | 263 tok |
| Jatin-Gurwani/local-docker-mcp | 0 | Claude Code | 1 | 1,332 tok |
| vandien284/mcp-server | 0 | Claude Code, Codex, Cursor, Gemini CLI, OpenCode | 7 | 10,581 tok |
| syenite-ai/syenite Retired — DeFi MCP server for AI agents (Mar–Aug 2026). Unmaintained, MIT. | 0 | Claude Code | 1 | 2,455 tok |
| rdnpradipta/muninn Page-citable RAG knowledge base + MCP server for personal research PDFs | 0 | Claude Code | 1 | 1,326 tok |
| wasomma/fpv-sim-mcp MCP server exposing the fpv-sim force-on-force sUAS/cUAS simulation as agent-callable tool | 0 | Claude Code | 1 | 1,008 tok |
| kevinb361/routeros-inspector-mcp Unofficial read-only MCP server for MikroTik RouterOS inspection and policy-backed audits | 0 | Claude Code, Codex, OpenCode | 2 | 364 tok |
| meghamshb2006/mcpcontrol | 0 | Claude Code | 2 | — |
| ArkaAiAdmin/Agentic-Memory Local-first semantic memory system for AI agents with MCP, FTS5, KG, temporal reasoning, a | 0 | Claude Code, Codex, OpenCode | 9 | 5,809 tok |
| OlliMakarova/mcp-metro MCP server to search for routes in the Moscow metro and calculate the duration of the trip | 0 | Claude Code, Codex, OpenCode | 15 | 5,429 tok |
| songod0906/open-video-guide Local-first open-source tool that converts tutorial videos into evidence-grounded illustra | 0 | Claude Code, Codex, OpenCode | 2 | 612 tok |
| edenismine/expert-factory Builds a queryable expert from a pack of code, docs, papers and notes: graph + stdio MCP s | 0 | Claude Code | 1 | 1,090 tok |
| Q11v/mcp-primer | 0 | Claude Code | 1 | 1,007 tok |
| extempore66/web-summaries-mcp Streamable HTTP MCP server for fetching and semantically searching YouTube transcripts | 0 | Claude Code | 1 | 523 tok |
| leigangzhang/plane-mcp-server-adapter Bug-fixed fork of makeplane/plane-mcp-server for self-hosted Plane Community Edition (stdi | 0 | Claude Code | 1 | 1,022 tok |
| DuragonYama/ofaudio-mcp | 0 | Claude Code | 1 | 5,806 tok |
| alifanov/deckbook Personal self-hosted task tracker with MCP as its primary interface | 0 | Claude Code | 1 | 182 tok |
| JiteAgar-Code/ontology-mcp | 0 | Claude Code | 1 | 821 tok |
| Rookie-1207/my-mcp-server | 0 | Claude Code, Codex | 5 | — |
| davidbuenov/dbv-pdf2md Conversor avanzado de PDF a Markdown optimizado para agentes de IA (Claude, Gemini), con e | 0 | Claude Code, GitHub Copilot, Gemini CLI | 3 | 1,343 tok |