23,310 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 agents7,642Claude Code6,648Data and AI3,676Backend and APIs3,504Languages3,399Planning3,222Git and workflow3,208Code review2,742Testing2,379Memory and context2,369Writing and docs2,323DevOps and cloud2,311Research2,290Frontend2,261Security2,025Productivity1,719
All Claude Code31,996 Codex23,310 OpenCode22,256 GitHub Copilot3,557 Gemini CLI1,917 Cursor1,739 Windsurf141 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sebastian-software/stellara Self-hosted AI tool gateway for Firecrawl, Exa, Qdrant, embeddings, browser automation, an | 0 | Claude Code, Codex, OpenCode | 2 | 1,363 tok |
| Open-Bio/openbio-comfy-mcp Local MCP bridge for inspecting and editing a live ComfyUI canvas. | 0 | Codex, OpenCode | 1 | 472 tok |
| minnhaaaaa/civitas civitas-phi-five.vercel.app Civitas is an autonomous multi-agent procurement system that combines agent negotiation, e | 0 | Codex, OpenCode | 1 | 9,330 tok |
| Cyruskraad/codex-claude-mcp Permission-aware local MCP bridge from Codex to Claude Code | 0 | Claude Code, Codex, OpenCode | 14 | 1,316 tok |
| TonPC64/mcp-a2a-bridge MCP bridge for connecting coding agents to remote A2A agents, with an optional local activ | 0 | Codex, OpenCode | 1 | 543 tok |
| SunrisesIllNeverSee/Moses_Enterprise_B2BPilot_ MO§ES™ — Enterprise AI Operator Evaluation platform, promo site, demo site, and MCP server | 0 | Codex, OpenCode | 1 | 1,239 tok |
| capitanes/edvibe-school-mcp Stateless MCP server for the Edvibe School API. Experimental/unofficial pilot. | 0 | Codex, OpenCode | 1 | 4,578 tok |
| clivechung/skillmcp Scalable Model Context Protocol (MCP) server for distributing and managing AI agent skills | 0 | Claude Code, Codex | 6 | — |
| zelentsov-dev/google-ads-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 373 tok |
| DarkLvrd/linkedin-mcp | 0 | Codex, OpenCode | 1 | 85 tok |
| dcc-mcp/dcc-mcp-obs Native OBS Studio plugin with typed DCC-MCP control | 0 | Codex, OpenCode | 1 | 112 tok |
| chenxuyaun/free_web_mcp Free, powerful web access for AI agents via MCP. | 0 | Codex, OpenCode | 1 | 1,107 tok |
| liqiangcc/agent-runtime-mcp MCP server for managing agent runtime sessions | 0 | Claude Code, Codex, OpenCode | 5 | 991 tok |
| InjectPrompt/vision-model-text-input-generator-mcp | 0 | Codex, OpenCode | 1 | 240 tok |
| bayleafwalker/hostproto-dap-core HostProto semantics for DAP hosts, once: one host, one MCP surface, any engine behind an E | 0 | Codex, OpenCode | 1 | 155 tok |
| remandorsn/eve-fit-mcp This is an MCP server for an AI agent that allows for the simple and convenient assembly o | 0 | Codex, OpenCode | 1 | 359 tok |
| nberardi/hermes-agent-bridge Streamable HTTP MCP bridge to a private-network Hermes | 0 | Codex, OpenCode | 1 | 265 tok |
| alksef/ComfyUI-AIAssistant Let a local AI assistant see your ComfyUI selection — and insert text into it on request. | 0 | Codex, OpenCode | 1 | 399 tok |
| PylotLight/ask-mcp | 0 | Codex, OpenCode | 1 | 1,655 tok |
| larscolombia/lubot-hunter-mcp-2026 | 0 | Claude Code, Codex, OpenCode | 8 | 4,660 tok |
| gca-ltd/sharpsir-charts-mcp-server Privacy-first luxury Chart.js rendering MCP server for agents — SIR-styled PNG, SVG, PDF a | 0 | Codex, OpenCode | 1 | 584 tok |
| onerandomd3v/Web-MCP-Vision-Tool webmcp-vision-tool.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 411 tok |
| marctheshark3/bambu-p1s-mcp Harness-agnostic MCP server for a Bambu Lab P1S on LAN. Stdio + Streamable HTTP. Status, f | 0 | Codex, OpenCode | 1 | 122 tok |
| Haiyang-Bian/blender-research-mcp Local-first semantic MCP bridge for safe Blender research workflows | 0 | Codex, OpenCode | 1 | 448 tok |
| 2k92gzzsyc-hash/mcp-server-python-mtef1ly7 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| zhiyuan7/freshrss-mcp FreshRSS MCP server with safe full-article extraction and YouTube transcript support | 0 | Codex, OpenCode | 1 | 1,228 tok |
| StandarterDF/v-radion_mcp | 0 | Codex, OpenCode | 1 | 1,696 tok |
| Coaden/agent-kudos coaden.github.io Local-first recognition and accomplishment infrastructure for AI agents | 0 | Codex, OpenCode | 1 | 515 tok |
| dankit/lambda_cloud_MCP GPU availability tracker with alerting & auto-provisioning right as they become available. | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| phuongnd11/algofox-mcp Offline MCP server for coding interview practice — original problems, local test harnesses | 0 | Codex, OpenCode | 1 | 301 tok |
| zhigege666/Lingshu-Gate Self-hosted MCP gateway and control plane | 0 | Claude Code, Codex, OpenCode | 2 | 606 tok |
| 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 | 936 tok |
| cbuntingde/kimi-memory Kimi Code plugin: three-layer local memory (global user, per-project durable + working, pe | 0 | Claude Code, Codex, OpenCode | 1 | 2,867 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 |
| tottinge/otter-kr A python refactoring support MCP which does git history and code exploration, recommending | 0 | Codex, OpenCode | 1 | 250 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 |
| yoshimana/voicevox_mcp VOICEVOX standalone engine setup, FastMCP server, and Web frontend studio for macOS (arm64 | 0 | Claude Code, Codex | 1 | — |
| 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 |
| higpertext/higpertext-mcp | 0 | Claude Code, Codex, OpenCode | 15 | 841 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 |
| 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 |
| NinjaScoutZ/houmi-mcp | 0 | Claude Code, Codex | 24 | — |