24,879 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 agents8,544Claude Code6,892Git and workflow3,622Data and AI3,580Backend and APIs3,558Languages3,492Planning3,321Code review2,907Testing2,690DevOps and cloud2,489Writing and docs2,484Memory and context2,374Research2,321Frontend2,311Security2,178Project management1,971
All Claude Code32,539 Codex24,879 OpenCode23,799 GitHub Copilot3,723 Gemini CLI2,040 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| baleen37/private-journal-mcp | 0 | Codex, OpenCode | 1 | 653 tok |
| UnifyAPIPRO/UNIFYAPI unifyapi.pro Unified MCP gateway — 818 tools, one key, pay-per-call with crypto via x402 | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Anjani27/Linkedin-Job-Scraper-MCP-Server | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| rwjblue-glean/tool-name-normalization-mcp-server Probe MCP server to test whether MCP hosts (Cursor) munge tool names before invoking them | 0 | Codex, OpenCode | 1 | 348 tok |
| 50R1Paps/second-brain-worker Second Brain Serverless — Cloudflare Worker con retrieve ibrido (Vectorize + D1 FTS5) acce | 0 | Codex, OpenCode | 1 | 110 tok |
| itslansa/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| bill-kopp-ai-dev/claude-code-cli-mcp A local MCP server that exposes tools and reusable prompts for running the Claude Code CLI | 0 | Codex, OpenCode | 1 | 947 tok |
| kaero313/barrier-free-mobility-mcp | 0 | Claude Code, Codex, OpenCode | 4 | 1,572 tok |
| LePomas/garminconnect-mcp MCP server exposing personal Garmin Connect data to Claude, Codex, and Gemini CLI — a thin | 0 | Codex, Gemini CLI, OpenCode | 2 | 765 tok |
| smart-compost/mcp MCP server for the Smart Compost platform (Integration API). Local stdio; published on npm | 0 | Codex, OpenCode | 1 | 1,116 tok |
| mocchalera/xserver-files-mcp Local stdio MCP server and CLI for safe XServer file operations over SFTP. | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 571 tok |
| PieterVDMerwe/ollama-wrapper-mcp A Python-based Model Context Protocol (MCP) server wrapping local Ollama capabilities. | 0 | Claude Code, Codex | 1 | — |
| kieksme/mcp-hashnode MCP server for the Hashnode GraphQL API — create drafts, publish posts, manage your blog v | 0 | Codex, OpenCode | 1 | 33 tok |
| jiridudekusy/signal-cli-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 825 tok |
| neflingcreations/PBI-MCP MCP server giving AI agents live access to Polish business data — VAT whitelist (Biała Lis | 0 | Codex, OpenCode | 1 | 1,250 tok |
| gavinsomers/obsidian-mcp-context Turn textual Obsidian vaults into AI-ready context exposed through MCP. | 0 | Codex, OpenCode | 1 | 350 tok |
| xleepy/android-emulator-mcp An MCP server for inspecting and controlling Android devices through ADB | 0 | Codex, OpenCode | 1 | 490 tok |
| domucchi/peer-cli-mcp MCP bridge for calling local coding-agent CLIs such as Codex and Claude Code | 0 | Codex, OpenCode | 1 | 115 tok |
| edudutra/mcp-tableau Servidor [Model Context Protocol](https://modelcontextprotocol.io) construído com [FastMCP | 0 | Claude Code, Codex, OpenCode | 22 | 1,580 tok |
| Nhuajia/RAG_MCP | 0 | Claude Code, Codex | 9 | — |
| C9Boom7/recycling-helper-mcp MCP server that provides guidance on properly sorting and disposing of confusing household | 0 | Claude Code, Codex, OpenCode | 2 | 653 tok |
| nacho4d/mcp-web-search A local MCP server that gives Claude web search and page fetching capabilities — built to | 0 | Codex, OpenCode | 1 | 472 tok |
| valternunez/refract Agent-first responsive screenshots — render a URL at N viewports, get images + structured | 0 | Codex, OpenCode | 1 | 988 tok |
| tools-for-agents/lens tools-for-agents.github.io 🔎 Token-efficient code & doc retrieval for agents: FTS5 search, symbol outlines, surgical | 0 | Codex, OpenCode | 1 | 717 tok |
| tools-for-agents/agent-hq tools-for-agents.github.io 🛰️ Operating platform for an all-agent company: shared memory, kanban-for-agents, agent r | 0 | Codex, OpenCode | 1 | 1,041 tok |
| florianbuetow/low-latency-tts-api-server-mcp Local text-to-speech CLI and API server powered by the tiny tts kokoro model via tts.cpp, | 0 | Codex, OpenCode | 1 | 1,027 tok |
| theperrygroup/Dotloop-MCP | 0 | Codex | 1 | — |
| alexlivre/minimax-image-mcp MCP server for MiniMax image generation API (image-01) | 0 | Codex, OpenCode | 1 | 697 tok |
| 0xFieldsy/node-mcp-template Build stdio and HTTP MCP servers in Node.js with modern tooling | 0 | Codex, OpenCode | 1 | 335 tok |
| Grinv/mcp-server-template Template for building TypeScript MCP servers (stdio, .mcpb packaging, CI). Reusable carcas | 0 | Claude Code, Codex, OpenCode | 2 | 1,301 tok |
| astragenie/astramem-local Local-first memory daemon for AI coding agents — SQLite + sqlite-vec + FTS5 + Ollama/Azure | 0 | Claude Code, Codex, OpenCode | 9 | 4,221 tok |
| Ethereal-Jay/realtime-currency-exchange-mcp | 0 | Codex, OpenCode | 1 | 764 tok |
| wjd0ha/moneyfit-mcp | 0 | Codex, OpenCode | 1 | 1,834 tok |
| gab61201/NTUT-iSchoolPlus-MCP | 0 | Codex, OpenCode | 1 | 1,042 tok |
| Simoon896/ai-detection-engineering-platform MCP server exposing Wazuh SIEM (manager + indexer) operations to AI clients, with false-po | 0 | Codex, Cursor, OpenCode | 3 | 390 tok |
| vaxosv/FirabasePostMCP | 0 | Claude Code, Codex, OpenCode | 2 | 1,353 tok |
| thronapple/chrome-local-mcp Lightweight MCP server for controlling a local Windows Chrome instance via CDP, optimized | 0 | Codex, OpenCode | 1 | 714 tok |
| mno-d/kastor Local MCP tools for trusted ChatGPT and Codex-style coding workflows | 0 | Codex, OpenCode | 1 | 351 tok |
| diekinari/ru-finance-mcp MCP server with data from the Moscow Exchange and the Bank of Russia, plus portfolio analy | 0 | Codex, OpenCode | 1 | 740 tok |
| chenchihcu/DevSpace-MCP | 0 | Codex, OpenCode | 1 | 351 tok |
| vsl8/ansible-mcp-server Lets Build the Great way to work Ansible with AI | 0 | Claude Code, Codex, GitHub Copilot | 3 | 3,425 tok |
| leanhduy-iuh/notebooklm-mcp-fork | 0 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 7,036 tok |
| offdutysorcerer-code/ProjectsMCP | 0 | Codex, OpenCode | 1 | 670 tok |
| forthy/effect-qa-mcp | 0 | Claude Code, Codex, OpenCode | 34 | 1,246 tok |
| foursecondfivefour/aether-linux-mcp-server AETHER_02 — Full-spectrum Linux MCP Server on Rust. 12 tools, 99.9% system management cove | 0 | Claude Code, Codex, GitHub Copilot | 2 | 212 tok |
| lijunjie469/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 11 | 434 tok |
| amstaff666/chrome-devtools-mcp | 0 | Codex, OpenCode | 1 | 206 tok |
| kiuru/openclaw-mcp-tools My OpenClaw MCP tools | 0 | Claude Code, Codex | 2 | — |
| brenoperucchi/mcp-agent-relay A durable, MCP-native job relay: agents dispatch work, and a Claude Code session is woken | 0 | Codex, OpenCode | 1 | 370 tok |
| FielderNik/mcp_notes | 0 | Codex, OpenCode | 1 | 575 tok |