31,992 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 agents7,690Claude Code6,656Data and AI3,669Backend and APIs3,506Languages3,395Planning3,227Git and workflow3,219Code review2,753Testing2,387Memory and context2,368Writing and docs2,331DevOps and cloud2,317Research2,292Frontend2,266Security2,036Productivity1,725
All Claude Code31,992 Codex23,401 OpenCode22,346 GitHub Copilot3,564 Gemini CLI1,917 Cursor1,741 Windsurf146 Kiro83
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| xiaoran7/Agent-Android Local MCP server and web console for controlling Android devices through native ADB. | 1 | Claude Code | 1 | 296 tok |
| Jonnyton/TinyAssets tinyassets.io TinyAssets is a global goals engine, host-run multiplayer daemon platform, and long-horizo | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 29 | 4,695 tok |
| Tejas-040303/tradingview-mcp clone of tradesdontlie / tradingview-mcp | 1 | Claude Code | 1 | 3,906 tok |
| verve-sh/session-recall Claude Code plugin — hybrid FTS5 + vector search MCP server over past Claude Code sessions | 1 | Claude Code | 1 | 1,209 tok |
| tcalecchen/claude_code_custom_mcp_server-initial | 1 | Claude Code | 3 | 3,223 tok |
| duckling1169/valorant-mcp valorant-mcp.vercel.app | 1 | Claude Code, Codex, OpenCode | 2 | 460 tok |
| Inferno-Aditya/antigravity-mcp A powerful Model Context Protocol (MCP) server bridging the Google Antigravity SDK to ena | 1 | Claude Code, Codex | 1 | — |
| dannyhoang249-hub/Self-host-MCP-server-for-AI-video-reference-library A self-hosted MCP server and local dashboard for building a reusable AI-video reference li | 1 | Claude Code | 1 | — |
| oyusypenko/rob-mcp MCP server + x402-paid API for Robinhood Chain tokenized stocks — agent-callable premium/d | 1 | Claude Code, Codex, OpenCode | 12 | 6,813 tok |
| monsieurgoodmood/google-ads-mcp-plus MCP server for Google Ads in Claude Code: audit accounts, find wasted spend, create and ad | 1 | Claude Code | 1 | 3,204 tok |
| ju5tinz/ableton-mcp-server MCP Server for Ableton Live | 1 | Claude Code | 1 | 723 tok |
| keta1930/icml2026-mcp keta1930.github.io MCP server for session-aware hybrid search over 6,341 ICML 2026 papers | 1 | Claude Code, Codex, OpenCode | 2 | 977 tok |
| ijanzz5621/mcp-code-guardian MCP for code guardian - help to improve code from time to time | 1 | Claude Code, Cursor | 21 | 50 tok |
| VedSoni-dev/primer An open learner record + MCP server. The memory layer for AI tutoring. | 1 | Claude Code, Codex, OpenCode | 2 | 6,981 tok |
| noktohq/nokto-agent-orchestrator noktohq.github.io AI agents that deliver code through pull requests — Claude Code + Codex with worktree isol | 1 | Claude Code, Codex, OpenCode | 2 | 406 tok |
| rogerawong/cudaq-docs-mcp MCP server serving NVIDIA CUDA-Q docs, API reference, and runnable examples to AI agents, | 1 | Claude Code | 1 | 507 tok |
| darthzen/fossa-mcp | 1 | Claude Code | 7 | — |
| rsmdt/multimodal-mcp Multi-provider media generation MCP server. Generate images, videos, and audio from text p | 1 | Claude Code | 1 | 549 tok |
| qipeijun/swagger-docs-mcp qipeijun.github.io MCP Server connecting AI agents with real-time API documentation, allowing AI to directly | 1 | Claude Code, Codex, OpenCode | 2 | 2,066 tok |
| toml0006/hive-mind Temporal, project-scoped decision memory for coding agents | 1 | Claude Code | 1 | — |
| plural-pinelabs/pinelabs-online-mcp The Pine Labs Online MCP Server implements the Model Context Protocol (MCP) to enable seam | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 8 | 2,838 tok |
| tracegazer/clockify-mcp Full-coverage Clockify MCP — 112 tools across 18 domains (incl. invoices, scheduling, time | 1 | Claude Code | 1 | 2,024 tok |
| shigechika/gws-mcp developers.google.com MCP fork of Google Workspace CLI — exposes Drive, Gmail, Calendar, Sheets, Docs, Chat, Adm | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 4 | 6,546 tok |
| threadctx-dev/threadctx-mcp Shared memory MCP server for AI coding agents (Claude Code, Cursor). Free & local by defau | 1 | Claude Code, Codex, OpenCode | 2 | 402 tok |
| slettmayer/geosphere-mcp-server MCP server for weather forecasts: GeoSphere Austria high-resolution data (AROME/INCA/C-LAE | 1 | Claude Code, Codex, OpenCode | 2 | 2,004 tok |
| theYahia/mango-office-mcp npmjs.com MCP server for Mango Office — cloud PBX, call management (Russia) | 1 | Claude Code | 1 | — |
| tantinlala/blossom-mcp Grow your own project plan! | 1 | Claude Code, Codex, OpenCode | 2 | 1,592 tok |
| loosephoto/tokyo-transit-mcp Cross-searches trains, buses, ferries & bike shares in Tokyo. Delivers AI transit advice b | 1 | Claude Code | 7 | 1,540 tok |
| shofer-dev/claude-code-slang-orchestrator shofer.dev A Claude Code plugin that runs provable, declarative multi-agent workflows: you describe t | 1 | Claude Code, Codex, OpenCode | 2 | 1,187 tok |
| sustinbebustin/citadel-mcp npmjs.com Citadel is an MCP (Model Context Protocol) server that bundles per-stack documentation too | 1 | Claude Code | 2 | 907 tok |
| theYahia/cdek-mcp npmjs.com MCP server for CDEK — delivery, tariffs, tracking, order management (Russia) | 1 | Claude Code | 4 | — |
| theYahia/retailcrm-mcp npmjs.com MCP server for RetailCRM — orders, customers, e-commerce analytics (Russia) | 1 | Claude Code | 1 | — |
| piers-fawkes/fodda-mcp fodda.ai Expert-curated knowledge graphs for AI agents - 100+ datasets across retail, beauty, sport | 1 | Claude Code | 1 | 912 tok |
| Johnny-Z13/proofslip proofslip.ai Ephemeral verification for agent workflows. 24-hour receipts your agents check before they | 1 | Claude Code, Codex | 4 | 1,608 tok |
| sovantica/engrava-mcp engrava.ai Model Context Protocol server for Engrava — expose an AI agent memory database to any MCP | 1 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 3,756 tok |
| wgong/sqlite-mcp-server Building a simple SQLite MCP server | 1 | Claude Code | 1 | 1,004 tok |
| elicitly/elicitly elicitly.ai Elicitly Free Edition — human-in-the-loop for prompts and Agent Skills over MCP elicitatio | 1 | Claude Code, Codex, OpenCode | 2 | 211 tok |
| breverdbidder/cli-anything-biddeed Fork of HKUDS/CLI-Anything adapted for BidDeed.AI foreclosure auction and zoning intellige | 1 | Claude Code | 75 | 12,575 tok |
| dinglebear-ai/soma soma.dinglebear.ai Batteries-included RMCP runtime and scaffold for shipping Rust MCP servers with CLI/REST/H | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 6,471 tok |
| Roop-World/LegalSearch Agent kit and MCP Registry metadata for Roop LegalSearch, a public Indian legal search MCP | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 303 tok |
| marian-kamenistak/ai-engineering-leader-toolkit marian.coach MCP server: engineering leadership answers from 3,400+ mentoring sessions. Benchmarks, 1:1 | 1 | Claude Code | 1 | 721 tok |
| jonathanmalkin/builtwithjon Personal site for Jonathan Malkin. AI builder, solo founder. Built with Astro v6. | 1 | Claude Code | 1 | 1,094 tok |
| vria-consulting/vria-fire-detect kanari.io kanari — free worldwide early-wildfire detection map: NASA/GOES/Meteosat satellites + AI-v | 1 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| orioninfra/orion-agent-kit orionlabsone.cc Celestia network intelligence for AI agents: MCP server over Orion's daily analysis. Read- | 1 | Claude Code | 3 | 569 tok |
| kit18/6ducklearn-mcp Public hosted-first 6DuckLearn MCP setup docs and local connector | 1 | Claude Code | 1 | 187 tok |
| ravidorr/murphys-laws | 1 | Claude Code, Gemini CLI | 3 | 1,062 tok |
| everstake/mcp | 1 | Claude Code | 1 | 1,727 tok |
| reloru/new-relo crosbynews.com crosbynews | 1 | Claude Code | 4 | 7,494 tok |
| jamesrosing/tebra-mcp-server MCP server for Tebra practice management. 45 tools across the SOAP API and FHIR R4, retry | 1 | Claude Code | 1 | 4,216 tok |
| nick-timms/drag-mcp-server | 1 | Claude Code | 1 | 1,133 tok |