23,761 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 agents8,530Claude Code6,887Git and workflow3,618Data and AI3,582Backend and APIs3,558Languages3,485Planning3,325Code review2,903Testing2,691DevOps and cloud2,482Writing and docs2,481Memory and context2,373Research2,322Frontend2,310Security2,179Project management1,971
All Claude Code32,523 Codex24,842 OpenCode23,761 GitHub Copilot3,723 Gemini CLI2,038 Cursor1,771 Windsurf201 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| arcadeai-labs/omnimcp arcade.dev Use Arcade with Claude, Cowork, Cursor, OpenCode, and other agents. | 5 | Codex, OpenCode | 1 | 461 tok |
| okforge/okforge-webui okforge.github.io LAN web UI + job runner for okforge knowledge bases: scanned PDF -> VLM OCR -> translated, | 5 | Codex, OpenCode | 1 | 554 tok |
| tidyinfo/qmd A high-performance, private Markdown search engine with Hybrid Search (BM25 + Vector) and | 5 | Codex, OpenCode | 1 | 1,522 tok |
| pblagoje/mcp-ollama-python pblagoje.github.io Ollama MCP Server, let's you chat with your local LLM running on your local OLLAMA server. | 5 | Claude Code, Codex, OpenCode | 8 | 1,857 tok |
| perhapsspy/project-legibility Keep long-running repository work coherent and easy to resume. | 5 | Codex, OpenCode | 1 | 449 tok |
| colinwilliams91/gaitor-orchestrator-cli npmjs.com CLI for AIDDLC -- Scaffolded, parallelized, context aware agent runtime in seconds. | 5 | Codex, GitHub Copilot, OpenCode | 6 | 4,548 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 |
| 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 |
| 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 |
| 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 | 2,435 tok |
| guodaxia103/tabrix MCP-native Chrome automation layer for AI assistants. Open source, community-driven, and p | 5 | Codex, OpenCode | 1 | 1,926 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 | 2,241 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 |
| 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 |
| pietrosaveri/LazyLingo An Autonomous AI Agent with a custom MCP server that does Duolingo for you and sends Disco | 5 | Codex, OpenCode | 1 | 1,114 tok |
| alvcarmona/library-mcp MCP server that automates library music-room booking — Clean Architecture, Selenium scrapi | 5 | Codex, OpenCode | 1 | 412 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 |
| bobaba76/Engram Local-first code intelligence and MCP-native review engine for Python and TypeScript repos | 5 | Codex, OpenCode | 1 | 736 tok |
| alexmx/peek See and drive any Mac app from your terminal or your AI agent. | 5 | Claude Code, Codex, OpenCode | 2 | 2,996 tok |
| shuchitajain/awesome-ai-setup npmjs.com Practical agents for AI-native repository workflows | 5 | Codex, OpenCode | 1 | 2,265 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 |
| comisai/comis comis.ai Open-source security-first runtime for AI agents that learn and act across sessions. | 5 | Claude Code, Codex, OpenCode | 2 | 20,957 tok |
| dubh3124/Director Director: AI-first local system for producing live-app presentation videos and decks. | 5 | Codex, OpenCode | 1 | 651 tok |
| PO-VINCENT/ai-shopping-audit Lighthouse for AI shopping: audit any product page for AI-agent readiness. 0-100 score, ev | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 409 tok |
| velhud/PatchBay Route ChatGPT context into local Codex workers. | 5 | Codex, OpenCode | 1 | 1,543 tok |
| Afnanksalal/co-op co-op.software Co-Op is local-first business management software for company planning, research, files, c | 5 | Codex, OpenCode | 1 | 1,095 tok |
| llmpolska/llm-design-engine Creative director and design compiler for coding agents | 5 | Codex, OpenCode | 1 | 720 tok |
| velias/mcp-auth-adapter An authentication adapter for Model Context Protocol (MCP) world. It sits in front of any | 5 | Codex, OpenCode | 1 | 5,980 tok |
| MichaelCereda/stampo Turn any API or config into a real CLI. Single static binary, zero dependencies, tab compl | 5 | Codex, OpenCode | 1 | 813 tok |
| binary16labs/prime-silo binary16labs.github.io The canonical Sovereign AI Agent OS & runtime harness. Built for Model Context Protocol (M | 5 | Claude Code, Codex, OpenCode | 13 | 11,239 tok |
| symphos-ai/orcho-core docs.orcho.dev Production harness and control plane for accountable AI-assisted software delivery | 5 | Claude Code, Codex, OpenCode | 16 | 2,148 tok |
| lachlanchen/AgInTi-LabCanvas lazying.art AgInTi LabCanvas: agentic studio for editable scientific figures, CAD devices, and experim | 5 | Codex, OpenCode | 1 | 9,085 tok |
| brodewa369/roowet-semantic-vault-search Local RAG semantic search for Obsidian vaults — Ollama + LanceDB + MCP. Search your markdo | 5 | Codex, OpenCode | 1 | 1,700 tok |
| swayamg20/AgentRelay swayamg20.github.io Self-hosted MCP mailbox for secure agent-to-agent collaboration across repositories and ma | 5 | Claude Code, Codex, OpenCode | 2 | 1,685 tok |
| noblepayne/mcp-injector HTTP shim for injecting MCP tools into OpenAI-compatible chat completions | 5 | Codex, OpenCode | 1 | 7,776 tok |
| FrangSierra/Alembic Reduce noisy shell, CI, diff, and MCP-adjacent output into compact answers your coding age | 5 | Codex, OpenCode | 1 | 11 tok |
| agent-receipts/openclaw obsigna.dev Agent Receipts / Obsigna plugin for OpenClaw — cryptographically signed audit trail for ag | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 6 | 1,940 tok |
| yeomyeonggeori/blueclaw A POSIX-isolated agent host: a Go daemon that runs an AI agent harness on behalf of the pe | 5 | Codex, OpenCode | 1 | 3,134 tok |
| jaysonmulwa/flanner flanner.io Local-first agent context — versioned on your machine, synced peer-to-peer between your te | 5 | Claude Code, Codex, OpenCode | 5 | 300 tok |
| BlaiseMoses01/playback-mcp blaisemoses01.github.io Control YouTube playback from local AI agents and MCP-compatible tools like Claude Code, C | 5 | Claude Code, Codex, OpenCode | 4 | 1,336 tok |
| ycanerden/mesh trymesh.chat Your AI team's home base. Connect Claude, Cursor, and Gemini into one room. Built and oper | 5 | Claude Code, Codex, OpenCode | 2 | 1,745 tok |
| rafaelghif/antigravity-agents Universal agentic engineering layer for Google Antigravity. Features autonomous multi-agen | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 21 | 1,701 tok |
| faith-tools/open-chat open-chat.dev Roll your own chat with just a few lines of code. Open source alternative to ChatKit. Use | 5 | Codex, OpenCode | 1 | 1,579 tok |
| deadtrickster/serenedash A live terminal dashboard for a SereneDB server: storage, memory, sessions, per-thread CPU | 5 | Codex, OpenCode | 1 | 4,236 tok |
| olgasafonova/mcp-otel-go OpenTelemetry middleware for Go MCP servers (go-sdk) | 5 | Claude Code, Codex, OpenCode | 5 | 1,233 tok |
| zeshuochen/nekoro-browser pypi.org Lightweight browser automation CLI + MCP server driving your everyday Chrome via the exten | 5 | Claude Code, Codex, OpenCode | 2 | 706 tok |