31,993 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| hongsungmin0315/crosscheck Cross-checks claims from Reddit posts against trusted news and sends a daily digest to Dis | 0 | Claude Code | 1 | 3,459 tok |
| manzoor-source/teradata-mcp-server-stc | 0 | Claude Code | 1 | 1,596 tok |
| JACKWULA123/mail-mcp Local MCP server exposing Gmail & Outlook mailboxes (read + drafts) to AI coding agents | 0 | Claude Code | 1 | 1,104 tok |
| JilongSun/mock_mcp mock-mcp for test | 0 | Claude Code, Codex | 1 | — |
| MikeSviblov/media-mcp MCP server for media stack management (Jellyseerr, Radarr, Sonarr, qBittorrent, Prowlarr, | 0 | Claude Code, Codex, OpenCode | 2 | 451 tok |
| tmlksu/nbedit-mcp | 0 | Claude Code | 1 | 2,940 tok |
| Khaif004/SIA_MCP | 0 | Claude Code | 2 | 2,068 tok |
| vivekellappan-biit/tamil-bible-mcp MCP server exposing the Tamil Roman Catholic Bible and daily-devotional content as tools f | 0 | Claude Code | 1 | 1,022 tok |
| Shrushti8/linkedin-mcp MCP server that automates LinkedIn job search and Easy Apply using Playwright + Claude Cod | 0 | Claude Code | 2 | — |
| machado000/kond-royalties-agent KOND royalties agent — MCP server for artist royalty/revenue performance over Postgres | 0 | Claude Code | 1 | — |
| spiriteZeek/spider-mcp A multi-platform content platform automation MCP for agents (Douyin/ Xiaohongshu) | 0 | Claude Code | 1 | 723 tok |
| aygp-dr/liquidus-005 liquidus reference MCP server (Python / mcp SDK). F5 governance-tuple provenance wrapping | 0 | Claude Code | 1 | 2,793 tok |
| olojiang/mcp_feedback_ji Hunter fork of MCP Feedback Enhanced for Cursor: multi-tab, connection routing, clipboard | 0 | Claude Code | 1 | 1,305 tok |
| audiencescore/audiencescore audiencescore.org An open protocol for reviews proven by cryptographic receipt — signed, recomputable scores | 0 | Claude Code | 1 | — |
| mikeslone/snowsure-mcp Hosted MCP server for live ski & snow data — 14-day forecasts, powder rankings, resort gui | 0 | Claude Code | 2 | 622 tok |
| yecllsl/ConsensusWeaverAgent MCP Server that aggregates answers from multiple Chinese AI platforms via Playwright | 0 | Claude Code, Codex, OpenCode | 2 | 852 tok |
| LucasLeguizamo/open-ticket open-ticket-ochre.vercel.app Agent-native ticketing — your agent handles the checkout. MCP + Stripe today; ACP/x402 nex | 0 | Claude Code | 7 | — |
| darthzen/ollama-code-mcp MCP server for delegating coding tasks from Claude Code to a local/LAN Ollama instance (Qw | 0 | Claude Code | 8 | 831 tok |
| yuppie1949/yuppie-mcp-tts A Model Context Protocol (MCP) server that provides text-to-speech capabilities using edge | 0 | Claude Code | 1 | 751 tok |
| MuliMuri/scholar_search A Google Scholar search tool based on the MCP protocol, integrating TF-IDF relevance ranki | 0 | Claude Code | 1 | 1,362 tok |
| smccauley-dev/ubuntu-ssh-mcp MCP server for managing, maintaining, and securing Ubuntu servers over SSH via Claude Code | 0 | Claude Code | 1 | 652 tok |
| souvikdey05/mcp_tutorial | 0 | Claude Code | 1 | — |
| cizar/tasks-mcp-poc PoC de un gestor de tareas genérico (al estilo Monday, Jira o Trello) expuesto unicamente | 0 | Claude Code | 1 | 1,972 tok |
| islamulhaq2811/Computer-control-MCP A lightweight MCP server that bridges AI agents with the Windows OS for desktop automation | 0 | Claude Code | 2 | 1,296 tok |
| CeDJeY/mailpit-mcp-server MCP server for Mailpit — AI assistant access to captured test emails over streamable HTTP | 0 | Claude Code | 1 | 572 tok |
| sdvsdrv8990/video-pipeline-mcp MCP server for managing a video pipeline; works with Claude AI Web through a cloudflared t | 0 | Claude Code | 27 | — |
| carrilloapps/docgraph npmjs.com Universal documentation knowledge-graph MCP server with hybrid full-text + vector search. | 0 | Claude Code, Codex, OpenCode | 2 | 831 tok |
| conradium-gif/claude-peers-v2 Reliable messaging between Claude Code sessions on one machine — hook-based delivery, real | 0 | Claude Code | 1 | 1,192 tok |
| mirza-javed/n8n-mcp | 0 | Claude Code | 9 | 2,581 tok |
| pvliesdonk/openapi-mcp Generic MCP server that builds its tools at runtime from any OpenAPI spec (URL or file). A | 0 | Claude Code | 1 | 5,555 tok |
| Axis-Data-Labs/mcp-server-starter Minimal, production-ready TypeScript starter for MCP servers: stdio + streamable HTTP tran | 0 | Claude Code | 1 | 185 tok |
| GhedeePhilsophy/content-hub-mcp | 0 | Claude Code | 1 | 2,597 tok |
| trololol91/arr-mcp Remote MCP server for Sonarr, Radarr, qBittorrent, and Seerr — manage your arr stack via C | 0 | Claude Code | 1 | 2,066 tok |
| heathrenfroe-sys/blueprint-10k MCP server giving Claude deterministic finance tools for SEC 10-K analysis - EDGAR retriev | 0 | Claude Code | 9 | — |
| MissYueshuang/mcp-price-scout this is the Udacity project for MCP tutorial + Claude Code | 0 | Claude Code | 10 | 300 tok |
| sandeep-alluru/groundcrew pypi.org Action receipts and chain-of-custody for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 610 tok |
| sandeep-alluru/agentdelta pypi.org Diff and regression-detect LLM agent execution traces | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 2,037 tok |
| sandeep-alluru/foghorn pypi.org Fact-level staleness detection for AI agent memory | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 604 tok |
| sandeep-alluru/agentcrdt pypi.org CRDTs for distributed AI agent state and conflict-free belief merging | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 619 tok |
| sandeep-alluru/normsync pypi.org Norm monitoring and violation detection for AI agent actions | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 630 tok |
| sandeep-alluru/humanproof pypi.org Human-in-the-loop checkpoints and approval gates for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 648 tok |
| sandeep-alluru/balancelab pypi.org Economy balance analysis and exploit detection for AI game agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 1,169 tok |
| sandeep-alluru/worldoracle pypi.org World-state belief management and contradiction repair for AI agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 625 tok |
| sandeep-alluru/clickproof pypi.org Content-addressed GUI action facts for computer-use agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 630 tok |
| sandeep-alluru/rulegraph pypi.org Declarative rule graphs for AI agent policy and constraint enforcement | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 620 tok |
| sandeep-alluru/polaroid pypi.org Spatial scene graphs and belief state for embodied agents | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 7 | 628 tok |
| K2-Rocket-Apps/server-workload-ai-manager Mistral AI agent for Proxmox VE — MCP tools, TUI, daemon alerts | 0 | Claude Code | 1 | 826 tok |
| Rodriguespn/e2b-mcp-code-mode Code-mode MCP server for e2b: agents write JavaScript that runs inside an e2b sandbox and | 0 | Claude Code | 2 | — |
| nbkhoi/sutta-mcp MCP server connecting Claude to SuttaCentral for Dhamma Q&A with scripture citations (bili | 0 | Claude Code | 1 | 681 tok |
| davidcai/kungfu-mcp A humorous TypeScript MCP server that catalogs major kungfu factions and narrates sparring | 0 | Claude Code | 1 | 542 tok |