32,006 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 agents7,609Claude Code6,644Data and AI3,677Backend and APIs3,502Languages3,403Planning3,220Git and workflow3,193Code review2,743Testing2,377Memory and context2,363DevOps and cloud2,314Writing and docs2,311Research2,293Frontend2,259Security2,022Productivity1,721
All Claude Code32,006 Codex23,251 OpenCode22,198 GitHub Copilot3,552 Gemini CLI1,917 Cursor1,737 Windsurf138 Kiro81
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| harindukavishka/agentify Convert OpenAPI specs into nine standard AI agent interfaces to integrate your API with va | 4 | Claude Code, Codex, OpenCode | 2 | 2,479 tok |
| adrojis/tracecat-mcp-community MCP server for Tracecat SOAR platform — 44 tools for workflows, actions, cases, executions | 4 | Claude Code | 1 | 637 tok |
| hlongc/claude-code-sentinel A native macOS AI coding assistant approval popup supporting permission confirmations, que | 4 | Claude Code, Codex, OpenCode | 1 | 1,374 tok |
| weilizhe8-del/claude-code-traffic-light Desktop traffic-light widget for Claude Code — multi-window support, per-session status ag | 4 | Claude Code | 5 | — |
| Shanko-26/mdfmcp MCP Server for ASAM MDF file analysis - enables AI assistants to access and analyze automo | 4 | Claude Code | 1 | 815 tok |
| outfitter-dev/carabiner Library for building Claude Code hooks that are type-safe, maintainable, and shareable | 4 | Claude Code, Codex, OpenCode | 2 | 2,130 tok |
| kimon1230/claude_extensions Custom hooks, skills, and rules for Claude Code: adds automatic Python formatting, context | 4 | Claude Code | 1 | 1,317 tok |
| asterixix/polish-academic-mcp Polskie bazy wiedzy (od naukowych po dane statystyczne, prawne, meteorologiczne, normy ora | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 11 | 17,873 tok |
| vehiclesdb/vehicles vehiclesdb.com Vehicle makes & models for your Rails app — 18.5k models, 6 kinds, popularity + availabili | 4 | Claude Code, Codex, OpenCode | 2 | 290 tok |
| blizzy78/mcp-task-manager Task Manager MCP Server | 4 | Claude Code, GitHub Copilot | 3 | 1,284 tok |
| dinglebear-ai/axon Self-hosted RAG stack for crawl, scrape, search, ingest, query, and ask workflows with Qdr | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 11,482 tok |
| Harsh-2002/SSH-MCP harsh-2002.github.io MCP server for AI agents to connect and interact with remote servers over SSH. | 4 | Claude Code | 1 | 2,915 tok |
| mmgeorge/docs-mcp MCP server using the crates.io API and docs.rs published rustdoc JSON | 4 | Claude Code, Codex, OpenCode | 2 | 2,194 tok |
| Phoenixrr2113/agntk phoenixrr2113.github.io A modular AI agent framework built on Vercel AI SDK. Zero-config agents with real tools, d | 4 | Claude Code | 1 | 1,796 tok |
| adamoutler/joplin-server-vector-memory An MCP search and memory system for Joplin Notes | 4 | Claude Code, Gemini CLI | 4 | 489 tok |
| schlpbch/aareguru-mcp MCP server for the temperature & weather for beautiful Aare | 4 | Claude Code | 1 | 4,347 tok |
| pouyanafisi/gmail-mcp Gmail MCP Server - Email management for AI assistants. Send, search, organize emails with | 4 | Claude Code, Gemini CLI | 2 | 3,567 tok |
| than/secure-api-mcp MCP server that lets Claude Code use secrets without seeing them. | 4 | Claude Code | 1 | 1,658 tok |
| tsunamayo7/helix-pilot GUI automation MCP server powered by local Vision LLM (Ollama). Control your Windows deskt | 4 | Claude Code, Codex, OpenCode | 2 | 1,171 tok |
| ambiental-media/jor-mcp jormcp.ambiental.media MCP server for newsrooms, developed by Ambiental Media. / Servidor MCP para redações, de | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 9 | 2,515 tok |
| fastman/mcp-kaneo MCP server for Kaneo API enabling AI assistants to manage tasks, projects, labels, and com | 4 | Claude Code, OpenCode | 18 | — |
| nielspeter/sonarlint-mcp-server A Model Context Protocol (MCP) server that brings enterprise-grade code analysis to Claude | 4 | Claude Code | 1 | 914 tok |
| mean-weasel/bullhorn bullhorn.to Agent-first social media scheduler that works from your IDE via MCP. Not an auto-poster or | 4 | Claude Code | 17 | 5,938 tok |
| harsh5i/flux-memory Self-organizing retrieval fabric for AI memory — deployable MCP server, REST API, and Pyth | 4 | Claude Code | 1 | 682 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 | 4 | Claude Code, Codex, OpenCode | 2 | 2,528 tok |
| AndyForest/SoupNet soup.net Your taste and judgment, in every AI agent you use. Shared, append-only memory of a human' | 4 | Claude Code | 4 | 5,990 tok |
| RutvikPansare/Reqly API testing for AI agents. From codebase to CI in one agent session. | 4 | Claude Code, GitHub Copilot, Gemini CLI | 3 | 9,204 tok |
| Nobrega-Medtech/nobra_calculator nobregamedtech.com Medical Scores Calculator API For LLMs | 4 | Claude Code | 1 | 7,067 tok |
| philipyaz/cos philipyaz.github.io Cos — your chief of staff | 4 | Claude Code | 18 | 3,441 tok |
| sh-patterson/fec-mcp-server MCP server for querying FEC campaign finance data - search candidates, track donations, an | 4 | Claude Code | 1 | 1,027 tok |
| eviltik/docker-tui A Text User Interface (TUI) for managing Docker containers and view realtime logs, embed a | 4 | Claude Code | 1 | 3,118 tok |
| Manabu-GT/android-mock-location-mcp MCP server for controlling Android emulator GPS location during development/testing | 4 | Claude Code | 1 | 601 tok |
| sandraschi/jellyfin-mcp Jellyfin library automation via FastMCP — self-hosted media agent bridge. For Cursor / Cla | 4 | Claude Code, Codex, OpenCode | 2 | 448 tok |
| liamparker17/architect-tool The browser layer for any AI agent - drives your real logged-in Chrome, learns workflows b | 4 | Claude Code, Codex, OpenCode | 3 | 4,508 tok |
| eclipsesource/review-guard MCP Server to safely create and modify Github pending review comments. Optionally allows a | 4 | Claude Code, Codex, OpenCode | 2 | 1,859 tok |
| shuji-bonji/w3c-mcp npmjs.com MCP Server for accessing W3C/WHATWG/IETF web specifications. Provides AI assistants with a | 4 | Claude Code | 1 | 851 tok |
| leandre755/gui_agent Lightweight, ultra-fast FastMCP server for Computer Use & GUI automation on Linux and Wind | 4 | Claude Code, Codex, OpenCode | 2 | 4,367 tok |
| AndreaBozzo/gitnodes A Git-native knowledge graph for engineering teams and AI agents. | 4 | Claude Code, Codex, OpenCode | 3 | 1,610 tok |
| Wolfe-Jam/faf-one-svelte-new faf.one Official website for .faf — faf.one. SvelteKit, auto-deploys on push | 4 | Claude Code, Codex, OpenCode | 2 | 5,093 tok |
| sgaunet/gitlab-mcp A Model Context Protocol (MCP) server that provides GitLab integration tools for Claude Co | 4 | Claude Code | 1 | 5,221 tok |
| KyaniteLabs/DialectOS kyanitelabs.github.io Spanish dialect localization MCP server and CLI. Translate across 25 regional variants wit | 4 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 5 | 5,173 tok |
| shaul1991/localmind 🧠 A local second brain that helps my AI remember “me” — a personal memory layer that reco | 4 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 3,953 tok |
| techgangboss/agentstore agentstore.tools Open-source marketplace for Claude Code plugins. Publish in 2 HTTP requests, earn 80% in U | 4 | Claude Code | 1 | 1,278 tok |
| shno-labs/mem-forge Self-evolving, evidence-based memory layer for coding agents and development teams. | 4 | Claude Code, Codex, OpenCode | 2 | 2,555 tok |
| symphos-ai/orcho-mcp docs.orcho.dev MCP control surface for Orcho's durable AI software delivery lifecycle | 4 | Claude Code, Codex, OpenCode | 3 | 1,303 tok |
| zuhabul/Fetchium fetchium.com Rust-native universal retrieval layer for humans and AI agents — search, extract, rank, an | 4 | Claude Code, Codex, OpenCode | 4 | 4,956 tok |
| DevNexsler/RAG-In-A-Box RAG pipeline for documents (Markdown, PDF, images). 10-step hybrid search, LLM enrichment, | 4 | Claude Code, Codex, OpenCode | 2 | 2,133 tok |
| mrkhachaturov/mkdocs-ask-ai MkDocs plugin for AI-ready documentation — Use with AI dropdown, llms.txt, MCP server, i18 | 4 | Claude Code | 3 | 540 tok |
| adityasugandhi/skillsync-mcp SkillSync MCP — security-gated skill management for Claude Code, OpenClaw, Cursor & Windsu | 4 | Claude Code | 1 | 1,276 tok |
| bookedsolidtech/discord-ops Agency-grade Discord MCP server — multi-guild project routing, AI-native notifications, an | 4 | Claude Code | 1 | 1,131 tok |