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 |
|---|---|---|---|---|
| sandeep-alluru/groundcrew pypi.org Action receipts and chain-of-custody for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 610 tok |
| sandeep-alluru/agentdelta pypi.org Diff and regression-detect LLM agent execution traces | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 2,037 tok |
| sandeep-alluru/foghorn pypi.org Fact-level staleness detection for AI agent memory | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 604 tok |
| sandeep-alluru/agentcrdt pypi.org CRDTs for distributed AI agent state and conflict-free belief merging | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 619 tok |
| sandeep-alluru/normsync pypi.org Norm monitoring and violation detection for AI agent actions | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 630 tok |
| sandeep-alluru/humanproof pypi.org Human-in-the-loop checkpoints and approval gates for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 648 tok |
| 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 |
| nbkhoi/sutta-mcp MCP server connecting Claude to SuttaCentral for Dhamma Q&A with scripture citations (bili | 0 | Claude Code, Codex, OpenCode | 2 | 1,146 tok |
| johnsarie27/joplin-mcp MCP server for Joplin (note-taking app), built with FastMCP | 0 | Codex, OpenCode | 1 | 825 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 | 4 | 2,040 tok |
| TropinAlexey/ableton-and-max-mcp MCP server giving AI agents control over Ableton Live and Max for Live via OSC — 40 tools | 0 | Codex, OpenCode | 1 | 959 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 |
| Niraven/mcp-launch-lens MCP Launch Lens: Manufact Cloud readiness scorecards for MCP Apps and partner launches | 0 | Claude Code, Codex | 1 | — |
| 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 |
| gattaa/uniboh TypeScript MCP server for Unibo Virtuale Moodle APIs + corsi.unibo.it timetable/ICS tools | 0 | Claude Code, Codex | 2 | 1,149 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 | 45,803 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 |
| CCLucky-uu/CcTaskMcp | 0 | Claude Code, Codex | 1 | — |
| 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 |
| dhawalshah/mcp-google-sheets Cloned from xing5 | 0 | Codex | 1 | — |