23,819 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| naifuliang/profilecraft-agent Policy-aware LinkedIn profile and publishing tools for AI agents via CLI, MCP, and portabl | 0 | Codex, OpenCode | 1 | 2,069 tok |
| pioootrek/worktree-switcher Switch dev servers between Git worktrees, with MCP claims for humans and coding agents | 0 | Claude Code, Codex, OpenCode | 2 | 973 tok |
| cbuntingde/kimi-memory Kimi Code plugin: three-layer local memory (global user, per-project durable + working, pe | 0 | Claude Code, Codex, OpenCode | 1 | 3,056 tok |
| treymorgan/jobsearch-apply-mcp Turn a job posting into a tailored CV and cover letter, compiled to PDF and checked before | 0 | Claude Code, Codex, OpenCode | 21 | 2,461 tok |
| Dr-Agentic/rcsx-mcp-server RCS X MCP server — compose, preview, validate, and send RCS Business Messages from inside | 0 | Codex, OpenCode | 1 | 360 tok |
| JonusNattapong/ChatGPTMCP jonusnattapong.github.io Local MCP bridge for securely operating a Windows machine from ChatGPT | 0 | Codex, OpenCode | 1 | 3,102 tok |
| MithrynMarious/agent-keyring Agent Keyring — sovereign secrets infrastructure for AI agents. MCP server with dual-backe | 0 | Codex, OpenCode | 1 | 2,212 tok |
| jsuncar/deployplan Deploy Next.js without Vercel. Supabase-like Postgres + public URL. Agent MCP: npx -y depl | 0 | Claude Code, Codex, OpenCode | 2 | 245 tok |
| code-and-crypto/inkscape-mcp-server A dependency-free MCP server that drives Inkscape - 23 tools, standard library only, and i | 0 | Codex, OpenCode | 1 | 1,204 tok |
| fathyshalaby/fonio-mcp-community Unofficial community MCP server for fonio.ai public API. MIT licensed; not affiliated with | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| noguerol/cancerbero Local, offline-first GGUF and llama.cpp pre-load inspector | 0 | Codex, OpenCode | 1 | 3,286 tok |
| sergeyfedyakov/v8help-mcp Syntax assistant for vibe coding in 1C with advanced search | 0 | Codex, OpenCode | 1 | 524 tok |
| PavloSEO/seohead-seotools seohead.tech Python SEO evidence toolkit: analyzes Screaming Frog exports, adds bounded live and infras | 0 | Codex, OpenCode | 1 | 1,022 tok |
| danisluz/mcp-luz | 0 | Codex, OpenCode | 1 | 214 tok |
| KevinTrinhDev/gaze It sees the page, and it acts. Drive a real, already logged-in browser from the CLI or ove | 0 | Codex, OpenCode | 1 | 1,394 tok |
| zubalr/usesundae usesundae.vercel.app ChatGPT operates a visible, evidence-backed UI/UX audit board through WebMCP Site Tools. | 0 | Codex, OpenCode | 1 | 390 tok |
| psqle22/tool-transcribai-mcp Servidor MCP para transcribir texto de imágenes con OCR local (tesseract.js) y descripcion | 0 | Claude Code, Codex, OpenCode | 2 | 997 tok |
| yongkyu4803/GQAI-editorial-mcp gqai-editorial-mcp.vercel.app A read-only MCP server for searching and viewing the full text of 23,000 editorials from 3 | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| doberkofler/ask-oracle-mcp MCP server for Oracle DB — schema introspection and SQL execution over stdio. | 0 | Codex, OpenCode | 1 | 1,476 tok |
| huytrao/Android_tester_qc_mcp_app | 0 | Claude Code, Codex, OpenCode | 2 | 404 tok |
| urizo-final-org/urizo-final-mcp-server AX Module Studio single MCP tool runtime | 0 | Claude Code, Codex, OpenCode | 2 | 406 tok |
| mikusnuz/iptime-mcp MCP server for safely managing ipTIME routers without opening the admin panel — Wi-Fi, NAT | 0 | Codex, OpenCode | 1 | 878 tok |
| kanishk393/mdm-mcp Master Data Management MCP server: conversational datasets, columns, and rows for OpenCode | 0 | Claude Code, OpenCode | 22 | — |
| NamDT-146/ML-Experiments-MCP | 0 | Codex, OpenCode | 1 | 576 tok |
| aktasbatuhan/superpose MCP server that gives coding agents parallel machines via Daytona sandboxes. Fork a task N | 0 | Claude Code, Codex, OpenCode | 4 | 534 tok |
| shueisha-arts-and-digital/backlog-mcp-server | 0 | Codex, OpenCode | 1 | 1,795 tok |
| Canlendula/change-trace-mcp Still in development | 0 | Codex, OpenCode | 1 | 705 tok |
| Creativityliberty/numtema-mcp-foundry | 0 | Codex, OpenCode | 1 | 984 tok |
| jcbmrrs/agent-mesh-core MCP coordination server for multi-agent (Claude Code, Codex, Ollama) task handoff, locking | 0 | Claude Code, Codex, OpenCode | 2 | 6,616 tok |
| guedes-joaofelipe/telegra-me MCP Server for private Telegram message | 0 | Claude Code, Codex, Cursor, OpenCode | 13 | 2,098 tok |
| omgapuppy/paperless-mcp A safety-focused MCP server, CLI, and Codex skill for Paperless-ngx document management. | 0 | Codex, OpenCode | 1 | 466 tok |
| creative-int/atoi-plugins atoi.app Atoi's agent plugin for Claude Code, Codex and Cursor: the governed Atoi tools and an oper | 0 | Claude Code, Codex, OpenCode | 2 | 740 tok |
| hc-hyun/db-mcp | 0 | Codex, OpenCode | 1 | 2,576 tok |
| kyle-macmillan/mcp-aauth-codex | 0 | Codex, OpenCode | 1 | 1,594 tok |
| StarShipI/modelmix Multi-model LLM comparison tool — 17 models, AI judge scoring, web UI + CLI + MCP plugin + | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| coilyco-flight-deck/bluesky-mcp Authenticated read-only Bluesky MCP with a fixed, bounded AT Protocol tool surface. | 0 | Claude Code, Codex, OpenCode | 3 | 650 tok |
| guyfullin10-lgtm/yandex-direct-mcp Fork of Yurich-ru/yandex-ads-mcp: Yandex Cloud SA-key IAM, Wordstat quota handling, combin | 0 | Claude Code, Codex, OpenCode | 4 | 3,734 tok |
| timkeeeeeen/change-signal Source-backed product intelligence from normalized documentation changes, with web, CLI, A | 0 | Claude Code, Codex, OpenCode | 11 | 2,864 tok |
| dalemarchand/zephyr-dc-mcp A Zephyr Scale (Datacenter) MCP implemented in python. | 0 | Codex, OpenCode | 1 | 741 tok |
| H4sh3/agent-notify Simple mcp to get a notification if a agent is finished with a task. Supports tts and a di | 0 | Codex, OpenCode | 1 | 263 tok |
| jterratsdev/ableton-live-mcp Open-source MCP server and Ableton Live Remote Script bridge for music production workflow | 0 | Codex, OpenCode | 1 | 2,745 tok |
| cofound-agent/plugin Cofound agent plugin | 0 | Codex, OpenCode | 1 | 183 tok |
| Kim-soung-won/mcp-smithery-exam | 0 | Codex, OpenCode | 1 | 3,412 tok |
| zhaoganghao/hellomcp | 0 | Codex, OpenCode | 1 | 3,862 tok |
| raintree-technology/flightsweeper-webmcp webmcp.flightsweeper.com Policy-enforced sandbox flight purchasing through WebMCP | 0 | Codex, OpenCode | 1 | 221 tok |
| AngelsForAgents/afa-agent-kit | 0 | Codex, OpenCode | 1 | 440 tok |
| number1101/tillpad-mcp | 0 | Codex, OpenCode | 1 | 1,016 tok |
| gadgethumans-dev/gadgethumans-mcp gadgethumans.com One hosted MCP endpoint — 46 tools + 300+ REST endpoints. Free tier, no API keys. curl -fs | 0 | Codex, OpenCode | 1 | 527 tok |
| granoflow/granoflow-mcp-server MCP server for Granoflow: exposes the local REST API as tools for AI agents, IDEs, and aut | 0 | Codex, OpenCode | 1 | 435 tok |
| growsurf/growsurf-mcp docs.growsurf.com MCP server for GrowSurf. Implement referral programs and affiliate programs with minimal d | 0 | Codex, OpenCode | 1 | 97 tok |