43,832 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 agents7,763Claude Code6,670Data and AI3,659Backend and APIs3,501Languages3,393Git and workflow3,250Planning3,235Code review2,768Testing2,411Memory and context2,367Writing and docs2,341DevOps and cloud2,324Research2,284Frontend2,272Security2,048Project management1,751
All Claude Code31,994 Codex23,528 OpenCode22,474 GitHub Copilot3,571 Gemini CLI1,915 Cursor1,736 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| alshyra/sherlock-second-brain MCP server + skill pour un second cerveau : cases (investigation) → fiches/skills validés, | 0 | Codex, OpenCode | 1 | 1,484 tok |
| ahammadshawki8/DeepSIFT findevil.devpost.com A zero-hallucination autonomous DFIR agent for the SANS SIFT Workstation. 148 typed, audit | 0 | Claude Code, Codex, OpenCode | 2 | 8,884 tok |
| smoothiekanoble/poke-mcp | 0 | Codex, OpenCode | 1 | 632 tok |
| rexlManu/lol-mcp-server MCP server for League of Legends player analysis, match review, and training plans via Rio | 0 | Codex, OpenCode | 1 | 1,824 tok |
| zhiweio/tech-icons tech-icons.onrender.com The missing icon layer for AI-assisted architecture diagramming. Give your LLMs the power | 0 | Claude Code | 1 | 411 tok |
| tyejcoleman/tokenroom Make your coding agent aware of its own budgets — feeds Claude Code's rate-limit and conte | 0 | Claude Code, Codex, OpenCode | 7 | 1,932 tok |
| Facets-cloud/control-plane-openapi-mcp Facets Control plane OpenAPI catalog exposed as an MCP server - can be used to write scrip | 0 | Codex, OpenCode | 1 | 916 tok |
| hickeroar/outlook-mcp MCP server for Microsoft Outlook — search, send, and manage mail and calendar with browser | 0 | Codex, OpenCode | 1 | 1,237 tok |
| hickeroar/msteams-mcp MCP server for Microsoft Teams — search, message, and manage chats with browser-session au | 0 | Codex, OpenCode | 1 | 6,925 tok |
| rodcordeiro/minecraft_mcp MCP server for Minecraft map points, recipes/guides, and optional exaroton file/world acce | 0 | Codex, OpenCode | 1 | 579 tok |
| hirotgr/tradingview-mcp-codex TradingView Desktop MCP bridge adapted and maintained for Codex | 0 | Claude Code, Codex, OpenCode | 2 | 4,067 tok |
| bin2ai/powertree Electronic circuit power tree analysis - bottom-up power budgeting with min/typ/max corner | 0 | Claude Code | 1 | 1,430 tok |
| Kevenny/MCP-SSH | 0 | Claude Code | 1 | 2,068 tok |
| super-turbo-engineer/goblin-mny Local-first MCP server over your NZ bank accounts, via Akahu. Ask Claude about your money | 0 | Claude Code | 1 | 3,074 tok |
| Aswin922/banking-mcp-server An MCP server that exposes retail banking operations as AI-accessible tools. Allows AI ass | 0 | Claude Code | 1 | 1,785 tok |
| logunovFGP/better-rlm MCP server exposing Recursive Language Models over oversized contexts — multi-hundred-MB l | 0 | Claude Code | 1 | 7,492 tok |
| tejash-bhandari-dev/tally-mcp-server | 0 | Claude Code | 1 | 320 tok |
| yamashin55/okta-mcp-cloudflare-demo A reference implementation of a remote MCP server on Cloudflare Workers, protected by an O | 0 | Codex, OpenCode | 1 | 360 tok |
| BnJam/eo-processor-mcp | 0 | Codex, GitHub Copilot, OpenCode | 2 | 3,293 tok |
| robin-collins/m365-mcp Minimal, powerful MCP server for Microsoft Graph API (Outlook, Calendar, OneDrive) | 0 | Claude Code, Codex, OpenCode | 2 | 2,805 tok |
| JOCOIN94/serial-mcp-server | 0 | Claude Code, Codex, OpenCode | 3 | 2,193 tok |
| processedfood/figma-comments-mcp MCP server for Claude Code that fetches and triages Figma file comments | 0 | Claude Code | 1 | — |
| sughosh-pocketfm/kbask An mcp server that combines both best of both graphify and understand-anything for effecti | 0 | Claude Code | 1 | 3,623 tok |
| minhdo01011990-glitch/seo-overview Claude MCP Plugin: tự động tạo báo cáo SEO tổng quan từ dữ liệu Google Drive. Xuất DOCX, H | 0 | Claude Code | 1 | 1,490 tok |
| SonAIengine/gwanjong-mcp DCInside MCP Server — browse galleries, posts, and comments from Claude via Model Context | 0 | Claude Code | 1 | 3,295 tok |
| juyamagu/azure-updates-mcp-server An MCP server that provides AI assistants with seamless access to Azure service updates, r | 0 | Claude Code, Codex, OpenCode | 15 | 70 tok |
| jakub-plichcinski/kairos-mcp | 0 | Claude Code, Codex, OpenCode | 3 | 1,127 tok |
| reasvyn/docsgrep MCP Server to explore local and remote documentation | 0 | Claude Code, Codex, OpenCode | 4 | 749 tok |
| NO-Product/knowledgebase-mcp A zero-database MCP knowledgebase template for Vercel. | 0 | Claude Code, Codex, OpenCode | 2 | 423 tok |
| e-brokenc0de/claude-design-mcp Unofficial MCP server that drives Anthropic's Claude Design (claude.ai/design) — create, g | 0 | Claude Code | 1 | — |
| pradeept95/nih-reporter-mcp-server Pilot MCP server for the NIH RePORTER API | 0 | Claude Code | 1 | — |
| kev489/gpt-tool-use MCP server that routes Claude Code research and image generation through ChatGPT via Playw | 0 | Claude Code, Codex, OpenCode | 2 | 2,486 tok |
| ilhamdoanggg/aseprite-mcp | 0 | OpenCode | 5 | — |
| stevebrownlee/storybook-mcp | 0 | Codex, OpenCode | 1 | 2,809 tok |
| whelp99-code/sangfor-mcp-workflow | 0 | Codex, OpenCode | 1 | 604 tok |
| aminfara/matrix Multi-Agent Task & Requirement IndeX — A local, project-scoped Requirement Management MCP | 0 | Codex, OpenCode | 1 | 854 tok |
| EarthChen/mcp-feedback-enhanced Enhanced MCP server for interactive user feedback and command execution in AI-assisted dev | 0 | Claude Code, Codex, OpenCode | 2 | 1,327 tok |
| delorenj/wise-mise-mcp A collection of MCP tools for managing creating, organizing, and maintaining mise tasks fo | 0 | Claude Code | 1 | 2,078 tok |
| Rethunk-AI/clodbridge MCP server bridging Cursor's .cursor/ directory into Claude Code. Define custom rules, ski | 0 | Claude Code, Codex, Cursor, OpenCode | 13 | 1,841 tok |
| mgarabito/network-device-mcp MCP server for Claude Code — serial console and SSH access to network devices with safety | 0 | Claude Code | 1 | 958 tok |
| 0xcnr0/rugsense base-launch-radar.vercel.app Agent-native scored launch intelligence for Base — AVOID/WATCH/HOT in one x402 call. Deter | 0 | Claude Code | 1 | 2,980 tok |
| Jctechbr/PacketMaster MCP server for PCAP analysis via tshark | 0 | Cursor | 2 | — |
| cryptopilot-tools/cryptopilot-mcp cryptopilot.tools Read-only MCP server for portfolio analytics across Coinbase and SnapTrade brokerages. | 0 | Claude Code | 1 | 1,640 tok |
| QalaLabs/convertway-whatsapp-mcp MCP Server for WhatsApp Business API via Convertway by Unicommerce — omnichannel communica | 0 | Claude Code | 1 | 448 tok |
| bewygs/cfast-mcp huggingface.co MCP server for building, running, and analyzing CFAST fire simulation models with an LLM, | 0 | Claude Code | 1 | 1,979 tok |
| pedroct/fastapi-llm-toolkit Toolkit de apoio à LLM no desenvolvimento com FastAPI. Monorepo com três consumidores sobr | 0 | Claude Code, GitHub Copilot | 2 | 7,250 tok |
| tzenderman/mcp-cin7-meta API-walking MCP server for Cin7 Core (DEAR) — counterpart to mcp-cin7-core | 0 | Claude Code | 1 | 2,242 tok |
| LuisCarlosLopes/codesteer-atlas A local MCP server for codebase indexing and hybrid semantic search. Powering AI agents wi | 0 | Claude Code, Codex, OpenCode | 2 | 3,865 tok |
| Stefan0x03/conduitrss Self-hosted RSS reader exposed as an MCP service. Runs on AWS ECS Fargate, authenticated v | 0 | Claude Code | 2 | 2,677 tok |
| huangjien/devops-mcps A DevOps MCP server, python implementation, release in docker mode. | 0 | Claude Code, Codex | 1 | — |