43,853 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 agents7,784Claude Code6,676Data and AI3,658Backend and APIs3,500Languages3,392Git and workflow3,252Planning3,233Code review2,768Testing2,420Memory and context2,364Writing and docs2,341DevOps and cloud2,330Research2,286Frontend2,271Security2,055Project management1,754
All Claude Code32,000 Codex23,558 OpenCode22,502 GitHub Copilot3,568 Gemini CLI1,915 Cursor1,737 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| juanchoabdon/ohmyself Your second brain as loose markdown, exposed over MCP + REST. Multi-tenant, privacy-aware. | 0 | Codex, Cursor, OpenCode | 2 | 504 tok |
| goncalompontes/mind-forge MCP plugin for deep study — ingest, query, and generate study materials from documents | 0 | Codex, OpenCode | 1 | 1,247 tok |
| zyx1121/pad For-agent HackMD: MCP-first collaborative markdown for agents (Bun MCP server, Postgres) | 0 | Codex, OpenCode | 1 | 74 tok |
| MauricioPerera/mcp-sqlite-tools-plus MCP server for local SQLite: CRUD, schema, relations, generated columns, and multi-format | 0 | GitHub Copilot | 1 | 239 tok |
| soundwaverohit/quantum-research-hub Local-first autonomous quantum computing research lab powered by MCP, Claude, and Streamli | 0 | Claude Code | 14 | 2,736 tok |
| cosmingherghe/mail-mcp-custom | 0 | Codex, OpenCode | 1 | 943 tok |
| leanhduy-iuh/tiktok-uploader-mcp MCP server to bundle TikTok photo carousel uploads (mobile-app workflow). TikTok VN does n | 0 | Codex, OpenCode | 1 | 1,489 tok |
| azaok/mcp-server-python-mqyaam5x Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| Floryvibla/mcp-evolution-api | 0 | Codex, OpenCode | 1 | 2,173 tok |
| faborubio/acopia Motor de optimización de despacho PV-BESS para el mercado eléctrico chileno: pronostica ge | 0 | Claude Code | 1 | 2,303 tok |
| adarshp14/relay AI agent integration gateway — connect any agent to any OpenAPI, MCP, GraphQL, or custom t | 0 | Claude Code, Codex, OpenCode | 20 | 603 tok |
| Cathylixi/LLX-Agent-MCP-Implementation | 0 | Codex, OpenCode | 1 | 788 tok |
| rkostko-ops/neuledge Fork @neuledge/context z usprawnieniami RASP (search/build quality) — źródło instalacji MC | 0 | Claude Code, Cursor | 2 | 7 tok |
| willermo/diataxis-mcp-server MCP server for applying the Diátaxis framework to technical documentation workflows | 0 | Claude Code, Codex, OpenCode | 2 | 284 tok |
| rhamevangelista/PageSpeed-Performance-Engineer-MCP | 0 | Claude Code | 1 | 1,586 tok |
| andhit-r/wikijs-mcp MCP server untuk mengakses Wiki.js melalui GraphQL API, dibangun dengan FastMCP (Python) | 0 | Claude Code | 1 | 1,227 tok |
| Kav-png/quantjobs Terminal quant job-hunting + LaTeX CV engine with a Claude MCP server (Textual TUI, Greenh | 0 | Claude Code | 1 | 761 tok |
| wisrovi/wyoloservice2_mcp | 0 | Codex, OpenCode | 1 | 342 tok |
| achmadawdi/mcp-blockbench MCP server plugin for Blockbench | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 2,984 tok |
| MasterNathobi/ApplicationController MCP server for GUI automation using PyAutoGUI | 0 | GitHub Copilot | 1 | 324 tok |
| Dzendys/fitwiki-mcp | 0 | Codex, OpenCode | 1 | 1,401 tok |
| ard1102/ip-intelligence Self-hosted threat intelligence platform — 10 open-source feeds, OCSF Class 4001, REST API | 0 | Claude Code | 9 | 2,799 tok |
| sackio/phony AI-powered voice call and SMS MCP server using Twilio + ElevenLabs Conversational AI. Outb | 0 | Claude Code | 1 | 7,428 tok |
| ShittifulAI/casino-for-ai 🎰 AI Casino — a neon roulette table for AIs. Join over MCP, get 100 sbeluri, bet once a m | 0 | Claude Code | 1 | 1,240 tok |
| tyrion777-stack/slug-wallet Guarded payment wallet for terminal AI agents. HTTP 402 interceptor + MCP server + on-chai | 0 | Codex, OpenCode | 1 | 556 tok |
| zero3kw/abr-mcp An MCP server for referencing ABR data definitions and official documentation from Claude | 0 | Claude Code | 8 | 1,017 tok |
| OrellBuehler/testflight-mcp | 0 | Claude Code | 1 | 1,605 tok |
| hzy9981/vertex-ai-mcp-bridge | 0 | Gemini CLI | 1 | 5,631 tok |
| NeveuGregor/mcp-redmineApi MCP server to drive a Redmine instance from Claude (Desktop/CLI) via its REST API: list/se | 0 | Claude Code | 1 | 1,304 tok |
| karichetivenkat45-pixel/Chrome_Auto_Mcp This VS code extension Will help you Connect chorme with your LLMs | 0 | Codex, OpenCode | 1 | 206 tok |
| danielv14/showtime Monorepo for a tv/movie site and an MCP-server with the same functionality | 0 | Claude Code | 1 | 1,098 tok |
| ciulla/local-code-index A high-performance, fully local, open-source **Model Context Protocol (MCP)** server built | 0 | Claude Code | 1 | — |
| SANDIPAN22/project-planner-mcp | 0 | Codex, OpenCode | 1 | 360 tok |
| codeforanchorage/anchorage-ecode-mcp MCP server (AWS Lambda) for querying the Anchorage Municipal Code via the eCode360 API | 0 | Claude Code | 1 | 1,306 tok |
| ocentra/ocentra-enforcer Standalone enforcement system for indexed rules, validators, Codex skills, MCP, hooks, and | 0 | Codex, OpenCode | 1 | 339 tok |
| ArkTechNWA/federated-search Federated memory search MCP server — one query, all knowledge | 0 | Claude Code | 1 | 373 tok |
| chrispickford/fifa-public-api-mcp npmjs.com Live FIFA World Cup and football data for AI assistants: an MCP server for fixtures, live | 0 | Claude Code | 1 | 1,588 tok |
| Iot-Viet-Solution/viot-tasktisk MCP client to interactive with qlda project | 0 | Claude Code | 1 | 1,964 tok |
| vidhook/vidhook-mcp MCP for https://vidhook.app | 0 | Claude Code | 1 | 507 tok |
| SekiroKenjii/mcp-boilerplate A production-grade starting point for building Model Context Protocol (MCP) servers in nat | 0 | Claude Code | 9 | 815 tok |
| workfloworchestrator/junos-mcp-server | 0 | Claude Code | 1 | 426 tok |
| bbbfishhh/x-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 797 tok |
| asgard-ai-platform/mcp-uof | 0 | Codex, OpenCode | 1 | 605 tok |
| pandashhh/rag-mcp-server | 0 | Claude Code | 1 | 232 tok |
| MaxenceBdu/paycore-mcp-agent-tp | 0 | Claude Code, Codex | 2 | — |
| penta2himajin/noveletary novel + secretary: a constraint-maintained narrative knowledge base and MCP server for fic | 0 | Claude Code, Codex, OpenCode | 2 | 2,380 tok |
| elad12390/sentry-mcp MCP server to search & analyze Sentry issues, events, and traces (4 tools, 3 resources, 3 | 0 | Codex, OpenCode | 1 | 661 tok |
| esauro/pg-logical-mcp Diagnose Postgres logical replication: slot WAL retention, walsender lag, stuck subscripti | 0 | Claude Code | 1 | 1,045 tok |
| FreddieWho/SearchPaper Local stdio MCP server that gives Claude Code, OpenCode, and Codex structured, citable acc | 0 | Claude Code, Codex | 1 | — |
| mawinnattapon/code-review-mcp | 0 | Claude Code, Gemini CLI | 3 | 1,124 tok |