22,224 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 agents7,622Claude Code6,647Data and AI3,678Backend and APIs3,504Languages3,404Planning3,218Git and workflow3,203Code review2,744Testing2,378Memory and context2,367Writing and docs2,318DevOps and cloud2,312Research2,291Frontend2,259Security2,027Productivity1,717
All Claude Code32,008 Codex23,279 OpenCode22,224 GitHub Copilot3,555 Gemini CLI1,920 Cursor1,736 Windsurf139 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| sandeep-alluru/balancelab pypi.org Economy balance analysis and exploit detection for AI game agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 1,169 tok |
| sandeep-alluru/worldoracle pypi.org World-state belief management and contradiction repair for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 625 tok |
| sandeep-alluru/clickproof pypi.org Content-addressed GUI action facts for computer-use agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 630 tok |
| sandeep-alluru/rulegraph pypi.org Declarative rule graphs for AI agent policy and constraint enforcement | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 620 tok |
| sandeep-alluru/polaroid pypi.org Spatial scene graphs and belief state for embodied agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 628 tok |
| Veedubin/Videre-MCP videre-mcp: MCP server for vision-to-text — 6 tools, 3 model modes (Florence-2, MiniCPM-V, | 0 | Codex, OpenCode | 1 | 2,150 tok |
| srimankatipally/CompleteMCP Self-contained MCP server for resume tailoring — scrape JDs, validate, build DOCX, with bu | 0 | Codex, OpenCode | 1 | 584 tok |
| Bombay/agentic-player10-fortune-mcp PlayMCP fortune context MCP for Agentic Player 10 | 0 | Codex, OpenCode | 1 | 1,266 tok |
| Armulee/simple-tarot-mcp-server simple-tarot-mcp-server.vercel.app subdomain of the AskingFate for handling the MCP server | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| FirenzeClaw/kimi-session-orchestrator A PM-perspective multi-session orchestration system for Kimi Code CLI — 28 MCP tools, an a | 0 | Codex, OpenCode | 1 | 8,636 tok |
| Team-Delgo/korea-stock-mcp | 0 | Codex, OpenCode | 1 | 689 tok |
| benzin8/inline-claude-public Telegram inline + Business Bot MCP server for Claude | 0 | Codex, OpenCode | 1 | 950 tok |
| jrogeriosilva/opf-br-mcp MCP server local que dá a agentes de codificação (Claude Code, GitHub Copilot) acesso toke | 0 | Claude Code, Codex, OpenCode | 3 | 2,040 tok |
| Dzendys/courses-mcp | 0 | Codex, OpenCode | 1 | 1,396 tok |
| glowhub-1028/payment-flow A wallet for your agents to onboard and pay. Agentic MPP / x402 payments from your machine | 0 | Codex, OpenCode | 1 | 3,854 tok |
| NextSolutionsStudio/anatome anatome.dev Muscle group image generator API + ExerciseDB. Apache-2.0, MCP-compatible, 873 exercises p | 0 | Codex, OpenCode | 1 | 1,189 tok |
| venkatd-media/work-tracker-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 506 tok |
| calvarado2004/secure-harness-mcp | 0 | Codex, OpenCode | 1 | 149 tok |
| Guipegoraro/totvs-tickets-mcp Servidor MCP read-only para tickets do Portal do Cliente TOTVS (suporte.totvs.com) — login | 0 | Claude Code, Codex, OpenCode | 2 | 3,411 tok |
| shahriarshm/planchette Point at any window and let a coding agent drive it. | 0 | Codex, OpenCode | 1 | 647 tok |
| mimi1vx/openqa-mcp MCP server exposing curated, typed tools over the openQA REST API | 0 | Codex, OpenCode | 1 | 844 tok |
| maxrotemberg04-spec/rag-vault Local-first RAG over my Obsidian vault — hand-rolled hybrid retrieval (BM25 + embeddings + | 0 | Claude Code, Codex, OpenCode | 2 | 265 tok |
| dekaic/cocos-mcp | 0 | Codex, OpenCode | 1 | 1,867 tok |
| zeevx/termiimcp.com-app Termii MCP | 0 | Claude Code, Codex, OpenCode | 2 | 3,968 tok |
| Feynman520/d06-p01-self-improve Claude Code plugin: a self-improvement loop that logs user-correction moments, finds patte | 0 | Claude Code, Codex, OpenCode | 3 | 616 tok |
| da-troll/planhat-mcp Unofficial local MCP server for Planhat CRM: 60 tools for Claude Desktop and any MCP clien | 0 | Claude Code, Codex, OpenCode | 2 | 1,854 tok |
| dschnurbusch/mattergate Self-hostable MCP permissions gateway for legal-tech systems. | 0 | Codex, OpenCode | 1 | 788 tok |
| Buxiulei/nbdpsy-server | 0 | Claude Code, Codex, OpenCode | 8 | 2,828 tok |
| ryuto-alt/dx12-mcp MCP server for DX12 Engine — control the live editor from Claude Code / Codex (install rep | 0 | Codex, OpenCode | 1 | 35,478 tok |
| nel-neru/LibrAIum Your personal library of best-practice GitHub repositories — local-first Tauri v2 app + MC | 0 | Claude Code, Codex, OpenCode | 4 | 6,530 tok |
| MaximilianoRodrigoSoria/mcp-server-demo maximilianorodrigosoria.github.io Servidor MCP (Model Context Protocol) con FastMCP: tools de SQLite y una API de clima (Ope | 0 | Codex, OpenCode | 1 | 369 tok |
| sasanokusa/transit_functiongemma_mcp | 0 | Codex, OpenCode | 1 | 2,488 tok |
| YR-yangrui/personal-project-knowledge-mcp | 0 | Codex, OpenCode | 1 | 611 tok |
| Gamecrazy/brain-operator-mcp | 0 | Codex, OpenCode | 1 | 133 tok |
| OctopusGarage/alcove octopusgarage.github.io 🧠 Local-first personal memory for agent workflows. | 0 | Claude Code, Codex, OpenCode | 11 | 1,486 tok |
| pinkpanther7929/claude-agent-bridge MCP bridge for using local Claude CLI as a bounded reviewer and analysis delegate for Code | 0 | Codex, OpenCode | 1 | 199 tok |
| wendou-chen/anyrouter-spawn-agent Observable spawn_agent MCP fallback for Codex sessions where AnyRouter/API routing hides n | 0 | Codex, OpenCode | 1 | 621 tok |
| tzervas/tero-mcp | 0 | Codex, OpenCode | 1 | 216 tok |
| luigisaetta/oci-mcp-blueprint This repo will contain all the code plus a factory to build and deploy an MCP server in OC | 0 | Codex, OpenCode | 1 | 1,663 tok |
| tiny-pilot/tinypilot-mcp Client-side MCP server for TinyPilot’s REST API. Exposes fleet-aware KVM primitives (list/ | 0 | Codex, OpenCode | 1 | 503 tok |
| wontaeJeong/mock-mcp-server | 0 | Codex, OpenCode | 1 | 1,419 tok |
| thatintrovertdeveloper/wp-design-system-mcp | 0 | Codex, OpenCode | 1 | 319 tok |
| Marshel2727/Mars-MCP-backend-analyzer | 0 | Codex, OpenCode | 1 | 479 tok |
| kevin-rieck/managed-opcua-mcp | 0 | Codex, OpenCode | 1 | 136 tok |
| SylphxAI/smart-read-mcp Universal read path for agents — local files and guarded remote URLs resolved into the Sma | 0 | Codex, OpenCode | 1 | 101 tok |
| mifdlaldev/website-email Self-hosted temporary email generator with automatic OTP extraction — SMTP catch-all, real | 0 | Codex, OpenCode | 1 | 2,126 tok |
| 0Smallcat0/otto A testbed for auditable, agent-operated systems: a financial terminal an AI drives end-to- | 0 | Codex, OpenCode | 1 | 1,366 tok |
| ONLYHUMN/chrome-console-log-mcp-server Capture browser console logs via the Chrome DevTools Protocol and expose them to an MCP cl | 0 | Codex, OpenCode | 1 | 7 tok |
| RealEmmettS/Google-Health-MCP google-health-mcp-one.vercel.app | 0 | Claude Code, Codex, OpenCode | 7 | 6,127 tok |
| Astatide1337/conductor Astatide Conductor — persistent objective/task-graph orchestrator for MCP-driven agent wor | 0 | Codex, OpenCode | 1 | 2,212 tok |