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 |
|---|---|---|---|---|
| Friedemann12/paper-mcp | 0 | Claude Code | 2 | — |
| RemseyMailjard/exchange-rate-mcp-server | 0 | Claude Code | 1 | — |
| Knuckles-Team/ciso-assistant-api CISO Assistant GRC API + MCP Server + A2A Agent — 100% API coverage by codegen | 0 | Claude Code, Codex, OpenCode | 2 | 2,471 tok |
| shinypebble/microsoft-ads-mcp pypi.org Python MCP server for the Microsoft Advertising (Bing Ads) REST API — agent-led campaign m | 0 | Claude Code, Codex, OpenCode | 2 | 81 tok |
| selamy-labs/dns-mcp selamy.dev Provider-agnostic MCP server for DNS record CRUD (offline-testable; real Porkbun/Cloud-DNS | 0 | Claude Code | 1 | — |
| semenenkod333/mcp-local-llm MCP server delegating mechanical tasks to a local LLM via Ollama (fork with file_path inpu | 0 | Claude Code | 1 | 378 tok |
| Hais/slack-bot-mcp Slack MCP | 0 | Claude Code | 1 | 988 tok |
| max-nienu/mnienu-mcp-server | 0 | Claude Code | 8 | 6,574 tok |
| htrixtec/mcp-server-kubernetes | 0 | Claude Code | 1 | 828 tok |
| Michael-Obele/another-mcp Here's to hoping we make one right this time | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,787 tok |
| karthik78180/fast-mcp-local | 0 | Claude Code | 1 | 810 tok |
| luminosita/mcp | 0 | Claude Code | 3 | 16,516 tok |
| moma1992/mcp-databricks-app | 0 | Claude Code | 8 | 3,206 tok |
| vincenthopf/computer-use-mcp Gemini 2.5 Computer Use as a MCP server. Assign Tasks, and get information directly. | 0 | Claude Code | 2 | — |
| rukasuamarike/synphony-mcp FastMCP server for Synphony video dataset management with Hugging Face Hub integration | 0 | Claude Code | 1 | 795 tok |
| kovashikawa/bls_mcp Use the power of the LLM on BLS - The MCP Server of the Bureau Labor of Statistics | 0 | Claude Code | 1 | 1,774 tok |
| lakshitha0526/payhere-mcp npmjs.com Model Context Protocol server for PayHere — Sri Lanka's payment gateway. Retrieve payments | 0 | Claude Code | 1 | 1,830 tok |
| T-Rzeznik/reaper-mcp | 0 | Claude Code | 1 | 2,455 tok |
| gwicho38/write-like-me-mcp Open-source MCP server that learns your personal writing style from a local document corpu | 0 | Claude Code | 1 | 1,106 tok |
| grburgess/mindgap Local org-roam-style knowledge graph (SQLite, stdlib Python) with a 2D/3D web UI, MCP serv | 0 | Claude Code, Codex, OpenCode | 2 | 1,987 tok |
| ngothanhtung/facebook-mcp-server | 0 | Claude Code | 2 | 542 tok |
| Abdur-Rahman-Palash/trend-mcp | 0 | Claude Code | 1 | 746 tok |
| mkowalskizoovu/mcp-test Testing mcp | 0 | Claude Code | 1 | 845 tok |
| ramborau/botpe-mcp-2 MCP for BotPe | 0 | Claude Code | 1 | 1,303 tok |
| arunhotra/mcp-bigip MCP server for BIG-IP operations | 0 | Claude Code | 1 | 2,215 tok |
| ehartye/agile-backlog-mcp | 0 | Claude Code | 3 | — |
| timon-strauss/power-point-mcp This mcp will allow claude code to read and write power point slides | 0 | Claude Code | 1 | 1,269 tok |
| reouno/gemini-mcp Simple gemini MCP server | 0 | Claude Code | 1 | 755 tok |
| martin-1103/mcp2 | 0 | Claude Code | 1 | 1,733 tok |
| dhruv-vootkuri/mcp-project-manager Day 1 Chiron lab: custom MCP server (create_task/list_tasks/update_task) backed by SQLite, | 0 | Claude Code | 1 | 239 tok |
| mob-dev-org/olx-mcp-api | 0 | Claude Code | 21 | 2,040 tok |
| UPDerechoIA/up-law-mcp-template Template de server MCP para estudiantes y profesionales del Derecho | 0 | Claude Code | 1 | 1,227 tok |
| rlaksana/mcp-watchtower Windows-native DAP debugging tool for MCP | 0 | Claude Code | 8 | — |
| Tar-ive/mcp-bluesky-stock-sentiment | 0 | Claude Code | 1 | 817 tok |
| ndisidore/cf-byob-mcp Bring your own binary for Cloudflare Workers | 0 | Claude Code | 1 | 817 tok |
| mateo-khalil/davinci-resolve-mcp | 0 | Claude Code | 1 | 445 tok |
| CentralInfraCore/cic-mcp-gateway Trust-domain aware context compiler and agent-facing frontend for CIC agent context (cic-m | 0 | Claude Code | 1 | 2,564 tok |
| CentralInfraCore/cic-mcp-shared Cross-session memory, weighting and factory/PR/artifact linkage layer for CIC agent contex | 0 | Claude Code | 1 | 2,534 tok |
| CentralInfraCore/cic-mcp-session Session-scope event store, timeline, chunk retrieval and provenance for CIC agent context | 0 | Claude Code | 1 | 3,495 tok |
| kelvincushman/local-fusion Local OpenRouter-Fusion-style multi-model council: panel + judge + synthesizer over local | 0 | Claude Code, Codex, OpenCode | 2 | 918 tok |
| waldzellai/exa-mcp-server-websets Manage Websets in Claude | Exa Websets with MCP (Model Context Protocol) | 0 | Claude Code | 1 | 700 tok |
| raj123ritesh-ai/mcp-youtube-2 | 0 | Claude Code | 1 | 1,066 tok |
| FundFluent/funding-assistant | 0 | Claude Code | 1 | 3,390 tok |
| FVEFWFE/attio-mcp-server Attio Model Context Protocol (MCP) server implementation | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 4,330 tok |
| Brett777/MCP-FinTechCo A production-ready MCP server built with FastMCP 2.0 for financial technology applications | 0 | Claude Code | 1 | 1,277 tok |
| jfposton/mcp-wcpl | 0 | Claude Code | 1 | 821 tok |
| joedank/mcpcrawl4ai customScraperMCP | 0 | Claude Code | 1 | 661 tok |
| ServiceStack/mcp ServiceStack MCP Server | 0 | Claude Code | 1 | 1,333 tok |
| lucamilletti99/dataverse_mcp_server MCP server for dataverse data objects (dynamics primarily) | 0 | Claude Code | 7 | — |
| WhenMoon-afk/snapshot-mcp-server npmjs.com Save and resume MCP conversations with token-efficient local snapshots. | 0 | Claude Code | 1 | 1,548 tok |