31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| chittyos/chittymcp Multi-Tenant Model Context Protocol Server - Enterprise-grade MCP with OAuth, rate limitin | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,187 tok |
| ScottPierce/mcp-bun-fetch An MCP replacement for Claude's WebFetch that will get blocked less. | 0 | Claude Code | 1 | 770 tok |
| GleidsonFerSanP/mcp-ai-prompts-management | 0 | Claude Code, Codex, OpenCode | 2 | 2,409 tok |
| 84emllc/mcp-server-asana MCP server for Asana - task, project, and workspace management via Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 2 | 1,452 tok |
| mainpart/confluence-mcp | 0 | Claude Code | 1 | 1,994 tok |
| lapin7771n/wallet-budgetbakers-mcp Read-only MCP server for accessing Wallet by BudgetBakers financial data | 0 | Claude Code | 1 | 560 tok |
| NimbleBrainInc/mcp-registry-tools Search and resolve MCP server packages from the mpak registry | 0 | Claude Code | 1 | 166 tok |
| gahoccode/vnprices-mcp | 0 | Claude Code | 1 | 3,077 tok |
| wiggitywhitney/mcp-hello-world | 0 | Claude Code | 9 | 61 tok |
| ChavezAILabs/zdtp-chess ZDTP Chess - Multi-Dimensional Chess Analysis with Zero Divisor Transmission Protocol | 0 | Claude Code | 1 | 1,373 tok |
| isha-batool/Youtube-MCP-Server | 0 | Claude Code, Codex, OpenCode | 2 | 1,611 tok |
| oddrationale/groupme-mcp-server An MCP server exposing the GroupMe API v3, built with FastMCP and hosted on Prefect Horizo | 0 | Claude Code, Codex, OpenCode | 2 | 2,503 tok |
| spm1001/mise-en-space Content fetcher MCP server — mise en place for Claude Code | 0 | Claude Code, Codex, OpenCode | 2 | 21,718 tok |
| kellymears/arcana-cli Tarot CLI — six spread types, 78 authored cards, elemental dignities, animated terminal UI | 0 | Claude Code | 1 | 389 tok |
| MohanTn/hybrid-retrieval-pipeline AIConductor mcp sever for complex feature development with multiple Agents | 0 | Claude Code | 3 | 494 tok |
| mchristoffers/hafasmcp MCP server for real-time German public transport data via HAFAS (VBN network) | 0 | Claude Code | 1 | 617 tok |
| strzhao/vercel-blob-mcp | 0 | Claude Code | 1 | 348 tok |
| Midwest-AI-Solutions/chainlink-cre-claude-skill-and-mcp Chainlink Runtime Environment Claude Skill and MCP | 0 | Claude Code | 1 | 185 tok |
| sideEyeLabs/pearclaw Give your OpenClaw agent real-time oversight of Claude Code — pair programming with AI sup | 0 | Claude Code | 1 | 134 tok |
| sj7trunks/reminder-mcp MCP server for reminders, memory, task tracking, and activity history for Poke AI | 0 | Claude Code | 1 | 4,381 tok |
| Edition-X/arcane Unified engineering intelligence — agent memory, decision journeys, and knowledge capture | 0 | Claude Code, Codex, OpenCode | 2 | 2,950 tok |
| andreehultgren/lore-db A MCP knowledge base with semantic search functionality | 0 | Claude Code | 1 | 1,704 tok |
| nicolefreeman/strava-mcp | 0 | Claude Code | 1 | 339 tok |
| vivekanjana76/azure-compliance-mcp MCP server for natural-language Azure compliance & infra-health queries | 0 | Claude Code | 1 | 668 tok |
| ruandwrd/web-fetch-mcp-server | 0 | Claude Code | 1 | 687 tok |
| SundeepSuddala/mdify Repo of an MCP server to convert files to Markdown files | 0 | Claude Code | 1 | 926 tok |
| Activ8-AI/Teamwork-MCP MCP server to connect to the Teamwork API | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,853 tok |
| nmelo/prompter-mcp MCP server for systematically refining vague ideas into well-structured prompts through gu | 0 | Claude Code | 1 | 1,353 tok |
| twosg/imap-mcp 📧 An IMAP Model Context Protocol (MCP) server to expose IMAP operations as tools for AI a | 0 | Claude Code | 1 | 273 tok |
| Mingo-233/mcp-i18n | 0 | Claude Code | 1 | 563 tok |
| jaenster/mcp-mindport A token friendly way to store and search information for an AI agent | 0 | Claude Code | 2 | 1,135 tok |
| techskies11/datadog-mcp | 0 | Claude Code, Cursor | 3 | — |
| sk04062025/sdp-mcp-poc | 0 | Claude Code | 4 | 7,714 tok |
| gregpriday/create-image-mcp | 0 | Claude Code | 3 | 1,463 tok |
| Sanjeev4523/mongo-mcp Barebones mcp server | 0 | Claude Code | 1 | 273 tok |
| norman2112/portfoliosMCP MCP server for Planview Portfolios (SPM/PPM) — query projects, portfolios, and resource da | 0 | Claude Code | 1 | 2,274 tok |
| echomodel/mcp-app MCP app framework — config-driven MCP servers with auth, middleware, and data stores | 0 | Claude Code | 1 | 11 tok |
| DreamFriend011020/ChillMCP | 0 | Claude Code, Codex, OpenCode | 2 | 2,915 tok |
| bonkey/confluence-mini-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 166 tok |
| QuorumEarth/nanobanana-mcp-server | 0 | Claude Code | 1 | 3,253 tok |
| backspace-shmackspace/deep-code-security Multi-language SAST tool with tree-sitter taint tracking, sandbox exploit verification, an | 0 | Claude Code | 7 | 3,744 tok |
| NimaZahediN/openalex-mcp | 0 | Claude Code | 1 | 371 tok |
| voyagi/neon-mcp-server youtu.be MCP server connecting Neon Postgres to Claude Desktop for natural language database querie | 0 | Claude Code | 1 | 1,366 tok |
| MacromNex/chai1_mcp Chai-1 MCP server for protein structure prediction | 0 | Claude Code | 1 | 739 tok |
| ihiteshgupta/linkedin-mcp-server LinkedIn MCP Server for Claude Code - Post updates, share articles, and manage your Linked | 0 | Claude Code | 1 | 1,233 tok |
| ringotypowriter/mcp-randoom | 0 | Claude Code, Codex, OpenCode | 2 | 1,494 tok |
| nitsanavni/learnings-mcp | 0 | Claude Code | 1 | 700 tok |
| tyson-swetnam/gbif-mcp Model Context Protocol (MCP) server providing programmatic access to GBIF biodiversity dat | 0 | Claude Code | 2 | 1,607 tok |
| bramato/saveForMeDearAi MCP server for S3 file management with AWS/DigitalOcean support | 0 | Claude Code | 23 | — |
| odrones/gsc-mcp Google Search Console (GSC) - TypeScript Model Context Protocol (MCP) | 0 | Claude Code | 5 | 426 tok |