23,196 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| Amatofrancesco99/thoughtweave The SDD (+TDD) workflow for coding agents that adapts to your level - teaching when new, c | 5 | Claude Code, Codex, OpenCode | 2 | 899 tok |
| YuriyEnshin/ConfluenceImportExport CLI and MCP server for two-way syncing Confluence Server / Data Center / Cloud pages with | 5 | Claude Code, Codex, OpenCode | 4 | 1,065 tok |
| jcast90/relay Orchestrate coding agents across repos. Local-first, self-hosted, runs inside your existin | 5 | Claude Code, Codex, OpenCode | 2 | 3,098 tok |
| gapra/gp-nuxt-migration-mcp MCP (Model Context Protocol) Server for Nuxt 2/3 to Nuxt 3/4 migration analysis and automa | 5 | Claude Code, Codex | 9 | — |
| YugantM/hvtracker hvtracker.net AI agent & MCP trust registry — independent, evidence-based trust scores for 1.3K+ open-so | 5 | Claude Code, Codex, OpenCode | 2 | 16,698 tok |
| jiezeng2004-design/PatchWarden patchwarden-showcase-redesign.yistart.chatgpt.site Turn your ChatGPT conversations into safe, auditable local execution. PatchWarden lets you | 5 | Codex, OpenCode | 1 | 539 tok |
| johnmikel/zeno-mobile-runner npmjs.com Deterministic mobile UI checks for AI coding agents. One Zig binary drives real iOS/Androi | 5 | Codex, OpenCode | 1 | 1,068 tok |
| rodionlim/portfolio-manager-go Your own personal AI portfolio manager. Any OS. Any Platform. The penguin way. 🐧 | 5 | Codex, GitHub Copilot, OpenCode | 2 | 1,204 tok |
| sachinshelke/ToolsConnector toolsconnector.github.io Open-source Python library for 73 API connectors — Gmail, Slack, GitHub, Stripe, OpenAI, A | 5 | Claude Code, Codex, Cursor, OpenCode | 11 | 1,364 tok |
| erraggy/oastools erraggy.github.io OpenAPI Specification (OAS) tools for validating, parsing, fixing, converting, diffing, jo | 5 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 20 | 11,190 tok |
| jmerelnyc/paygate-402 Turn any API or MCP server into a paid service | 5 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 657 tok |
| alefcarlos/mcpserver-auth-demo Protected MCP Server Sample using .NET Aspire and Keycloak | 5 | Claude Code, Codex, OpenCode | 4 | 692 tok |
| priyansh-narang2308/TheBlacklisted-NitroStack protocol-0-6a65348-the-blacklisted-amrita-university-coimbatore.app.nitrocloud.ai Protocol-0 is an MCP (Model Context Protocol) server that gives AI assistants, Claude, Cur | 5 | Claude Code, Codex | 6 | 836 tok |
| klodr/faxdrop-mcp Send real faxes from any MCP-enabled AI assistant. Wraps the FaxDrop API (PDF/DOCX/JPG/PNG | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,359 tok |
| guodaxia103/tabrix MCP-native Chrome automation layer for AI assistants. Open source, community-driven, and p | 5 | Codex, OpenCode | 1 | 5,263 tok |
| Knuckles-Team/container-manager-mcp Manage containers on docker, podman, compose, and docker swarm through an MCP Server for A | 5 | Claude Code, Codex, OpenCode | 2 | 4,074 tok |
| fullstack-ai-infra/mem A portable, self-hosted memory plane for AI agents — one core across API, MCP, CLI, and UI | 5 | Codex, OpenCode | 1 | 426 tok |
| tta-lab/organon Structure-aware tools for AI agents. Tree-sitter code editing, web page navigation, search | 5 | Codex, OpenCode | 1 | 1,892 tok |
| sunnydev07/test-remote-mcp-server marvellous-mcp.fastmcp.app A test mcp server , you can connect this mcp to claude-desktop using this link below: | 5 | Codex, OpenCode | 1 | 885 tok |
| SS-360/materialpilot Native, local-first MCP bridge for safe, editable procedural materials in Material Maker 1 | 5 | Codex, OpenCode | 1 | 340 tok |
| hrubymar10/aimebu IRC for you and your AI agents — shared rooms across Docker, harnesses, and machines. Sing | 5 | Claude Code, Codex, OpenCode | 2 | 7,685 tok |
| HanZephyr/AI-Data-Access-Gateway An open-source secure data access gateway for AI agents. It provides database safety acces | 5 | Codex, OpenCode | 1 | 372 tok |
| davo20019/aidaemon Personal AI daemon — Telegram interface, agentic tool use, MCP integration, email triggers | 5 | Claude Code, Codex, OpenCode | 2 | 3,764 tok |
| VMAFx/vmafx vmafx.github.io VMAFX — perceptual video quality assessment. Modernized fork-evolved with SYCL/CUDA/HIP/Me | 5 | Claude Code, Codex, OpenCode | 45 | 13,417 tok |
| nvdigitalsolutions/mcp-ai-wpoos nvdigitalsolutions.com NV Digital Open Operator System (NV oOS) is an Object-Oriented AI Framework/Harness for Wo | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 73 | 36,914 tok |
| pdugan20/rewind docs.rewind.rest Personal data aggregation service. Syncs data from Strava, Last.fm, Discogs, Plex, Trakt, | 5 | Claude Code, Codex, OpenCode | 5 | 2,285 tok |
| alvcarmona/library-mcp MCP server that automates library music-room booking — Clean Architecture, Selenium scrapi | 5 | Codex, OpenCode | 1 | 412 tok |
| BjoernRave/i18n-magic CLI to help you manage your locales JSON with translations, replacements, MCP server using | 5 | Claude Code, Codex | 1 | — |
| raunakkathuria/operance operance.dev Local-first AI desktop action layer for controlling your computer with natural language. | 5 | Codex, OpenCode | 1 | 2,353 tok |
| ApexIQ/skillsmith pypi.org One command to make any repo agent-ready. Scaffolds .agent/ workspace, platform instructio | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 3,432 tok |
| spyrosze/mcp-openfoodtox phoebeai.com MCP server providing tools to access EFSA's comprehensive OpenFoodTox Chemical Hazards in | 5 | Codex, OpenCode | 1 | 6,574 tok |
| 24373054/TLAH-Studio download.matrixlabs.cn Native Windows AI agent workspace with observable runs, controlled tools, MCP, and provide | 5 | Claude Code, Codex, OpenCode | 2 | 2,252 tok |
| zessu/samson-ai Your personal fitness trainer. Get fitness recommendations daily through email/SMS | 5 | Codex, OpenCode | 1 | 1,449 tok |
| epicsagas/Episteme crates.io A production-ready knowledge graph system for software engineering that connects design pa | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 3,022 tok |
| bobaba76/Engram Local-first code intelligence and MCP-native review engine for Python and TypeScript repos | 5 | Codex, OpenCode | 1 | 736 tok |
| opencue/cuecards cuecards.cc Agent profile manager for Claude Code & Codex. Per-directory profiles select which skills, | 5 | Claude Code, Codex, OpenCode | 3 | 1,445 tok |
| piklen/manmankan piklen.github.io Local A-share data screener: watchlist/industry/theme/full market → CLI + AI-readable JSON | 5 | Codex, OpenCode | 1 | 1,506 tok |
| honeycomb-Technologies/Mitsuro Mitsuro is a self-hosted AI workspace for coding, research, and durable agent work. | 5 | Claude Code, Codex, Cursor, OpenCode | 9 | 6,399 tok |
| cmudco/dare-backend dare.cmu.edu Open-source Django REST backend for the DARE Platform, with multi-LLM chat, RAG, MCP tools | 5 | Claude Code, Codex, OpenCode | 5 | 2,028 tok |
| alexmx/peek See and drive any Mac app from your terminal or your AI agent. | 5 | Claude Code, Codex, OpenCode | 2 | 2,193 tok |
| shuchitajain/awesome-ai-setup npmjs.com Practical agents for AI-native repository workflows | 5 | Codex, OpenCode | 1 | 2,265 tok |
| alxgmpr/serial-mcp Let agents talk to serial devices like UART adapters | 5 | Claude Code, Codex, OpenCode | 2 | 1,399 tok |
| mudrii/golink Production-grade LinkedIn CLI for humans and LLM agents | 5 | Claude Code, Codex | 3 | 2,874 tok |
| tylerjrbuell/reactive-agents A custom reactive AI Agent framework that allows for creating flexible reactive agents to | 5 | Codex, OpenCode | 1 | 6,277 tok |
| yupeng0512/ai-auto-publisher yupeng0512.github.io Multi-platform publishing middleware with REST/MCP interfaces, task state, deduplication, | 5 | Claude Code, Codex | 1 | — |
| quangdang46/livekit_agent_simulator Black-box LiveKit voice agent testing: real WebRTC/SIP calls with an AI caller. Catch barg | 5 | Codex, OpenCode | 1 | 2,396 tok |
| dinpd/AgentAction agentaction.dev Trust infrastructure for autonomous AI agents: decision assurance, action authorization, r | 5 | Codex, OpenCode | 1 | 310 tok |
| stoa-platform/stoa gostoa.dev 🏛️ The European Agent Gateway — Open-source MCP Gateway for Enterprise AI | gostoa.dev | 5 | Claude Code, Codex, OpenCode | 40 | 4,126 tok |
| Nikita3005/taintgate Provenance-aware runtime security for AI agents with deterministic ALLOW / REVIEW / BLOCK | 5 | Codex, OpenCode | 1 | 259 tok |
| mmornati/leanproxy-mcp mmornati.github.io A "Token Firewall" for MCP - reduce AI token costs by 50-80% while securing your code from | 5 | Codex, OpenCode | 1 | 245 tok |