24,842 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| j0hanz/todokit-mcp-server | 0 | Codex, OpenCode | 1 | 3,021 tok |
| codester1000/raindrop-mcp | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 6,439 tok |
| up2itnow0822/ReadyTrader-Stocks MCP server for AI-powered stock trading — risk management, paper trading, brokerage integr | 0 | Codex, OpenCode | 1 | 1,372 tok |
| masseater/scrapbox-mcp | 0 | Claude Code, Codex, OpenCode | 4 | 1,100 tok |
| erkamkavak/svg-maker-mcp Simple mcp server that can validate, render, optimize, save and convert svg codes. | 0 | Codex, OpenCode | 1 | 3,841 tok |
| jordyvandomselaar/exa-mcp-server Exa MCP for web search and web crawling! | 0 | Codex, OpenCode | 1 | 333 tok |
| king-of-the-grackles/discourse-mcp MCP client for Discourse sites | 0 | Codex, OpenCode | 1 | 1,755 tok |
| cintelis/agentic-mcp-server | 0 | Codex, OpenCode | 1 | 1,370 tok |
| that0n3guy/mealie-mcp-server-ts Typescript based mcp server for mealie | 0 | Claude Code, Codex, OpenCode | 11 | 836 tok |
| Rob-P-Smith/mcpragcrawl4ai A custom implementation for personal use of crawl4ai in my local environment, largely ai g | 0 | Codex, OpenCode | 1 | 4,003 tok |
| DeliciousBuding/fund-dashboard TokenDance Fund — personal portfolio management for fund and stock holdings, XIRR, look-th | 0 | Codex, OpenCode | 1 | 1,643 tok |
| michaeljabbour/imagen-mcp | 0 | Codex, OpenCode | 1 | 665 tok |
| kassol/memory-mcp | 0 | Codex, OpenCode | 1 | 20,565 tok |
| thesammykins/context-mcp | 0 | Codex, OpenCode | 1 | 495 tok |
| nandanv99/aaddyy-mcp | 0 | Codex, Cursor, OpenCode | 2 | 1,731 tok |
| VitalyOstanin/sentry-mcp MCP server for Sentry: list organizations and projects, query issues with filters and pagi | 0 | Claude Code, Codex, OpenCode | 2 | 1,905 tok |
| renga92/bio-intelligence-mcp | 0 | Claude Code, Codex | 1 | — |
| AtefAndrus/mcp-ripgrep npmjs.com MCP server providing ripgrep search capabilities | 0 | Claude Code, Codex, OpenCode | 2 | 892 tok |
| sholtomaud/ir-mcp | 0 | Codex, OpenCode | 1 | 474 tok |
| EzeLLM/tessie_mcp An mcp interface to use tessie with llms (claude, gpt, echosee) | 0 | Codex, OpenCode | 1 | 1,048 tok |
| bowbozaa/api-weaver API Weaver - MCP Architecture Monorepo with Gateway, Content MCP, and Integration MCP | 0 | Claude Code, Codex | 3 | — |
| honeyvig/ai-vision-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 2,960 tok |
| j0hanz/playwright-mcp | 0 | Codex, OpenCode | 1 | 930 tok |
| complyue/jupyter-collaboration-mcp | 0 | Codex, OpenCode | 1 | 1,965 tok |
| CashLabs-Dev/bch-mcp | 0 | Codex, OpenCode | 1 | 3,894 tok |
| tianhuil/agent-state State and log management MCP server for long-lived agents | 0 | Codex, OpenCode | 1 | 208 tok |
| llamakko/chezmoi-documentation-mcp-server MCP server for searching and reading the official chezmoi documentation. | 0 | Codex, OpenCode | 1 | 460 tok |
| Heartran/fing-mcp-server | 0 | Codex, OpenCode | 1 | 575 tok |
| unstrike/attackforge-mcp An unoffical AttackForge MCP server that covers the full SSAPI and adds a layer of context | 0 | Claude Code, Codex, OpenCode | 2 | 810 tok |
| borjanebbal/genomics-mcp MCP server for genomics SNP trait lookup | 0 | Codex, OpenCode | 1 | 2,846 tok |
| ffylaktis/bsky-mcp-server MCP server for Bluesky - interact with Bluesky/ATProtocol via natural language through Cla | 0 | Claude Code, Codex, OpenCode | 8 | 2,826 tok |
| jeanpetitY/mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,158 tok |
| TadMSTR/backrest-mcp MCP server for Backrest (restic backup manager) — trigger backups and query operation hist | 0 | Codex, OpenCode | 1 | 2,392 tok |
| timohaa/simple-jira-mcp Very light MCP server for Jira Cloud integration with Claude, Gemini, Cursor, and other AI | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,632 tok |
| NateYeh/mcp-server MCP (Model Context Protocol) Server with modular tool architecture | 0 | Codex, OpenCode | 1 | 2,395 tok |
| laltaffer/google-workspace-mcp TypeScript MCP server giving Claude read/write access to Google Docs, Sheets, Drive, Calen | 0 | Codex, OpenCode | 1 | 416 tok |
| hrustalevdev/simple-mcp-server | 0 | Codex, OpenCode | 1 | 989 tok |
| himanshu31shr/linkedin-mcp-server Published npm package (@himanshu31shr/linkedin-mcp-server) exposing LinkedIn OAuth and pro | 0 | Claude Code, Codex, OpenCode | 2 | 1,300 tok |
| NolanFoster/google-workspace-mcp-cloudflare | 0 | Codex, OpenCode | 1 | 293 tok |
| apito-io/apito-mcp Apito MCP Server to Build API from LLM | 0 | Codex, OpenCode | 1 | 121 tok |
| rvforest/nox-mcp MCP server for discovering and running nox sessions. | 0 | Codex, OpenCode | 1 | 1,220 tok |
| paterapatera/slack-mcp Slack MCP server | 0 | Codex, OpenCode | 1 | 2,704 tok |
| tjackiet/bitbank-lab-mcp Experimental MCP Server | 0 | Claude Code, Codex, Cursor, OpenCode | 7 | 2,664 tok |
| delonsp/rlm-mcp-server RLM MCP Server - Recursive Language Model via Model Context Protocol | 0 | Claude Code, Codex, OpenCode | 3 | 4,674 tok |
| almahdi/mcp-terminal PTY MCP Server - Manage pseudo-terminal sessions via Model Context Protocol | 0 | Codex, OpenCode | 1 | 686 tok |
| moki74/mysql-mcp | 0 | Codex, OpenCode | 1 | 338 tok |
| draffetseder/sleeper-mcp 🤖 An MCP tool server exposing the Sleeper fantasy sports API, enabling AI models and agen | 0 | Claude Code, Codex, OpenCode | 2 | 2,201 tok |
| quaternionmedia/qmcp Quaternion MCP | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 4,592 tok |
| botwith/xiaozhi-mcp XiaoZhi MCP | 0 | Codex, OpenCode | 1 | 1,305 tok |
| byjit/toolkits-mcp | 0 | Codex, OpenCode | 1 | 783 tok |