32,566 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 agents8,593Claude Code6,906Git and workflow3,640Data and AI3,579Backend and APIs3,563Languages3,497Planning3,327Code review2,909Testing2,708DevOps and cloud2,500Writing and docs2,487Memory and context2,373Frontend2,320Research2,320Security2,182Project management1,993
All Claude Code32,566 Codex24,956 OpenCode23,878 GitHub Copilot3,727 Gemini CLI2,042 Cursor1,771 Windsurf203 Kiro118
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| TranHuyQn/cc-chrome-extension Claude in Chrome, powered by your local claude CLI. Drive your real logged-in Chrome from | 5 | Claude Code | 5 | 14,694 tok |
| Tibu142/memorix 🔗 Connect AI agents with a shared memory system to keep conversations seamless and inform | 5 | Claude Code | 1 | 614 tok |
| blisspixel/recon pypi.org Map a domain's public technical footprint with provenance, confidence, and explicit uncert | 5 | Claude Code, Codex, OpenCode | 3 | 8,283 tok |
| aotter/mantle mantle.tools The agent-native application SDK. Define schemas, views, procedures and triggers in YAML. | 5 | Claude Code, Codex, OpenCode | 5 | 465 tok |
| harindukavishka/agentify Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with va | 5 | Claude Code, Codex, OpenCode | 2 | 2,479 tok |
| weilizhe8-del/claude-code-traffic-light Desktop traffic-light widget for Claude Code — multi-window support, per-session status ag | 5 | Claude Code | 5 | — |
| Jessinra/Lorekeeper jessinra.github.io Self-improving memory for AI agents | 5 | Claude Code, GitHub Copilot | 10 | 7,994 tok |
| lwalden/AIAgentMinder Project governance for AI-assisted development. Structured planning, sprint workflows, dec | 5 | Claude Code | 2 | 570 tok |
| kimon1230/claude_extensions Custom hooks, skills, and rules for Claude Code: adds automatic Python formatting, context | 5 | Claude Code | 1 | 1,604 tok |
| vehiclesdb/vehicles vehiclesdb.com Vehicle makes & models for your Rails app — every VehiclesDB make and model, 6 kinds, popu | 5 | Claude Code, Codex, OpenCode | 2 | 174 tok |
| Labs64/NetLicensing-MCP netlicensing.io The official NetLicensing MCP Server is a natural language interface that enables agentic | 5 | Claude Code, Codex, OpenCode | 2 | 2,373 tok |
| Harsh-2002/SSH-MCP harsh-2002.github.io MCP server for AI agents to connect and interact with remote servers over SSH. | 5 | Claude Code | 1 | 2,915 tok |
| mmgeorge/docs-mcp MCP server using the crates.io API and docs.rs published rustdoc JSON | 5 | Claude Code, Codex, OpenCode | 2 | 2,194 tok |
| than/secure-api-mcp MCP server that lets Claude Code use secrets without seeing them. | 5 | Claude Code | 1 | 1,658 tok |
| tsunamayo7/helix-pilot GUI automation MCP server powered by local Vision LLM (Ollama). Control your Windows deskt | 5 | Claude Code, Codex, OpenCode | 2 | 1,171 tok |
| fastman/mcp-kaneo MCP server for Kaneo API enabling AI assistants to manage tasks, projects, labels, and com | 5 | Claude Code, OpenCode | 18 | — |
| KenanAtmaca/aso-mcp App Store Optimization MCP Server keyword research, competitor analysis, review sentiment | 5 | Claude Code | 2 | 5,718 tok |
| fabianoomura/MCP-Server-Totvs-Moda pypi.org MCP Server para API V2 do TOTVS Moda — integre Claude e outros clientes MCP ao seu ERP de | 5 | Claude Code, Codex, OpenCode | 2 | 2,619 tok |
| eviltik/docker-tui A Text User Interface (TUI) for managing Docker containers and view realtime logs, embed a | 5 | Claude Code | 1 | 3,118 tok |
| joshuarichard/StatsPlus-MCP MCP server exposing the StatsPlus API (for OOTP) as tools for Claude | 5 | Claude Code | 1 | 4,287 tok |
| liamparker17/architect-tool The browser layer for any AI agent - drives your real logged-in Chrome, learns workflows b | 5 | Claude Code, Codex, OpenCode | 3 | 4,508 tok |
| leandre755/gui_agent Lightweight, ultra-fast FastMCP server for Computer Use & GUI automation on Linux and Wind | 5 | Claude Code, Codex, OpenCode | 2 | 4,367 tok |
| AndreaBozzo/gitnodes A Git-native knowledge graph for engineering teams and AI agents. | 5 | Claude Code, Codex, OpenCode | 3 | 1,610 tok |
| Dragoon0x/argus dragoon0x.github.io The design intelligence runtime for AI agents. 49 rules. Zero LLM. MCP-native. Give your a | 5 | Claude Code, Codex, OpenCode | 2 | 2,636 tok |
| epicDirk/EPICS-MCP Ask an AI assistant about your EPICS control system: live PV values, why a PV is disconnec | 5 | Claude Code | 1 | 7,730 tok |
| kismatkunwar89/SAVVYDFIR-MCP AI-driven DFIR framework: an MCP server that turns Claude Code into an autonomous digital- | 5 | Claude Code, Cursor | 25 | 11,266 tok |
| tanayshah11/travel-mcp-server tanayshah.dev MCP server for AI-powered travel search — flights, hotels, weather as MCP tools with Mongo | 5 | Claude Code | 1 | 828 tok |
| j0KZ/synthlab-mcp-server AI-powered synthesis lab — Compose songs, generate Pure Data & VCV Rack patches, map MIDI | 5 | Claude Code | 1 | 2,509 tok |
| 1luvc0d3/metabase-mcp npmjs.com MCP server connecting Claude to Metabase for natural language data analysis, dashboard man | 5 | Claude Code | 1 | 1,534 tok |
| deer/music.build music.build MCP server for AI music composition. A typed, immutable music theory library — pitches, rh | 5 | Claude Code | 2 | 602 tok |
| MartinCastroAlvarez/django-admin-mcp-api links.martincastroalvarez.com Drop-in MCP server for the Django admin that lets AI agents operate your existing ModelAdm | 5 | Claude Code | 1 | 1,174 tok |
| ben4mn/meet-edward meet-edward.com Open-source AI assistant for your Mac with long-term memory: chat, voice and iMessage ping | 5 | Claude Code | 1 | 17,058 tok |
| Scaffoldic/agentforge-graph pypi.org Turn any repo into a Code Knowledge Graph your coding agent can reason over — symbols, API | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 2,309 tok |
| rhaist/marq Universal cyber assistant: ~80 audited Kali tools + an expert skills library, driven by an | 5 | Claude Code | 1 | 3,758 tok |
| Driftya/code-meridian driftya.com Local graph memory for AI coding agents, giving MCP-compatible tools precise codebase cont | 5 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,205 tok |
| TMHSDigital/steam-mcp npmjs.com MCP server for Steam & Steamworks APIs - 25 tools (18 read + 7 write) for store data, play | 5 | Claude Code, Cursor | 2 | 1,802 tok |
| hongshuo-wang/agent-usage-desktop A desktop app for local usage, cost, throughput, and session analytics across Claude Code, | 5 | Claude Code, Codex, OpenCode | 2 | 2,020 tok |
| camjac251/tool-gates camjac251.github.io Intelligent tool permission gate & security hooks for AI assistants (Claude Code, Codex, A | 5 | Claude Code, Codex, OpenCode | 3 | 2,051 tok |
| craigcossairt/trellis The structure a project grows on: a free starter template for AI-assisted development. One | 5 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 9 | 7,778 tok |
| pavelpilyak/devrecall | 5 | Claude Code | 1 | 1,350 tok |
| john-wilmes/claude-agentic-coding-playbook Evidence-based practices for LLM-assisted development. Install scripts, Claude Code config | 5 | Claude Code | 1 | 831 tok |
| VelimirMueller/vlm-code-context-mcp MCP server that indexes codebases into a SQLite database, exposing file metadata, exports, | 5 | Claude Code | 8 | — |
| toan203/osv-ui npmjs.com A beautiful, zero-config visual CVE dashboard for npm & Python. One command: npx osv-ui. 1 | 5 | Claude Code | 1 | — |
| Ven0m0/gemini-web-wrapper gemini-web-wrapper.vercel.app A Bun + FastAPI monorepo for running a mobile-friendly AI workspace in the browser, backed | 5 | Claude Code, Codex, OpenCode | 2 | 1,114 tok |
| ulmentflam/nightly Work while you sleep — a host-native autonomous coding agent that lands draft PRs by morni | 5 | Claude Code, Codex, OpenCode | 2 | 11,808 tok |
| 2389-research/test-kitchen 2389.ai Parallel exploration of implementation approaches - implements multiple variants simultane | 5 | Claude Code | 1 | 1,992 tok |
| h-wata/kioku-mesh pypi.org Shared memory for AI coding agents, across tools and machines. Local-first SQLite, optiona | 5 | Claude Code | 1 | 212 tok |
| rishapgandhi/python-skills AI-SDLC framework of skills, rules, and agent definitions that AI coding agents use to gen | 5 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 6 | 4,061 tok |
| SolidKeyAB/logan AI-powered log file viewer and analyzer — handles 14M+ lines with virtual scrolling, MCP a | 5 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 5,224 tok |
| mohanagy/miftah Local multi-account MCP credential broker | 5 | Claude Code, Codex, OpenCode | 1 | 1,438 tok |