31,986 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 agents7,720Claude Code6,662Data and AI3,665Backend and APIs3,500Languages3,396Planning3,238Git and workflow3,234Code review2,760Testing2,394Memory and context2,365Writing and docs2,333DevOps and cloud2,315Research2,289Frontend2,264Security2,036Project management1,736
All Claude Code31,986 Codex23,463 OpenCode22,407 GitHub Copilot3,565 Gemini CLI1,914 Cursor1,740 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| tejash-bhandari-dev/tally-mcp-server | 0 | Claude Code | 1 | 320 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 |
| 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 |
| 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 | — |
| surajinacademia/cellpose_mcp MCP tools for Cellpose and napari integration | 0 | Claude Code | 1 | 678 tok |
| crontinel/mcp-server @crontinel/mcp-server, MCP server for Crontinel background job monitoring | 0 | Claude Code | 1 | 368 tok |
| neverprepared/mcp-obsidian-second-brain MCP server exposing a four-layer Obsidian vault as a personal second brain: Input (sources | 0 | Claude Code | 1 | 3,211 tok |
| tumourlove/DEPRECATED-unreal-animation-mcp ⚠️ DEPRECATED — Replaced by Monolith (github.com/tumourlove/monolith). Unified UE MCP plug | 0 | Claude Code | 1 | 2,312 tok |
| yeuidowanter/fn_ora_mcp | 0 | Claude Code | 3 | — |
| CeasarJackson/nornir-mcp-server Nornir MCP Server for network automation | 0 | Claude Code, Codex, OpenCode | 2 | 689 tok |
| BAM-DevCrew/maxerviker-firefox-devtools-mcp Firefox DevTools for coding agents | 0 | Claude Code, Codex, OpenCode | 2 | 94 tok |
| ronkenx9/provenance provenance-murex.vercel.app Deterministic AI ratings agency for tokenized assets on Mantle. On-chain-anchored risk dos | 0 | Claude Code | 1 | 618 tok |
| zierocode/pir2-academy-obsidian-vault-mcp Safe local Obsidian Vault MCP for PiR2 Academy | 0 | Claude Code, Codex, OpenCode | 3 | 292 tok |
| ishanarya31/agent-harness-lab Fix the model, vary the harness, measure. Five-rung ablation over Spider 2.0-Lite with a g | 0 | Claude Code | 1 | 3,692 tok |
| coding-with-abbi/sap-sales-order-mcp Production-ready MCP server for SAP S/4HANA Sales Order Management. Sandbox-first, offline | 0 | Claude Code | 1 | 457 tok |
| hieptran87/atlassian-mcp-server MCP server for Atlassian tools (Confluence, Jira) | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 14 | 2,281 tok |
| rohitcube/mcp-server-python-msn02eki Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| mohithchow/gridwatch-mcp MCP server exposing distributed industrial asset (battery storage/EV/solar/IoT) monitoring | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| echoomegaprime/echo-qcoder Governed Qwen coding terminal, MCP tools, skills, and autonomous builder workflows for ECH | 0 | Claude Code, Codex, OpenCode | 2 | 473 tok |
| ramarivera/pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / | 0 | Claude Code, Codex, OpenCode | 4 | 3,590 tok |
| ttekun/bitbucket-cloud-mcp-server MCP server that lets AI assistants read and review your Bitbucket Cloud pull requests | 0 | Claude Code, Codex, OpenCode | 2 | 1,024 tok |
| Maheidem/waha-mcp-server MCP server for WhatsApp messaging via WAHA REST API | 0 | Claude Code | 1 | 817 tok |
| sanchez314c/agent-nero Persistent Agent Pool MCP Server for Claude Code — Your Context Is Always Near. | 0 | Claude Code, Codex, OpenCode | 2 | 1,919 tok |
| Mink16/xserver-mcp Unofficial MCP server for the XServer server-panel REST API (mail / DNS / server info). No | 0 | Claude Code | 15 | 2,449 tok |
| davidfstr/revise-mcp dafoster.net Tools to revise and refactor code via MCP (Model Context Protocol). | 0 | Claude Code, GitHub Copilot | 2 | 648 tok |
| Mikefluff/twenty-mcp-server Model Context Protocol server for Twenty CRM API integration - AI-powered CRM integration | 0 | Claude Code | 1 | 539 tok |
| urjeetpatel/db-tools-mcp MCP server that gives AI agents fast, read-only access to SQL Server and Snowflake schema | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 1,856 tok |