31,984 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 agents7,571Claude Code6,627Data and AI3,684Backend and APIs3,492Languages3,401Planning3,221Git and workflow3,179Code review2,740Testing2,368Memory and context2,365Writing and docs2,309DevOps and cloud2,308Research2,298Frontend2,256Security2,015Productivity1,715
All Claude Code31,984 Codex23,196 OpenCode22,145 GitHub Copilot3,551 Gemini CLI1,917 Cursor1,736 Windsurf133 Kiro79
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| E-Conners-Lab/NetworkOps_Platform AI-powered network automation via Netbox and Model Context Protocol (MCP). 178 tools for m | 9 | Claude Code | 1 | 1,284 tok |
| qpiai/zoho-projects-mcp This is an mcp server for Zoho projects | 9 | Claude Code | 1 | 1,251 tok |
| livetap/livetap Push live data streams into your AI coding agent. MQTT, WebSocket, file tailing → expressi | 9 | Claude Code | 2 | 1,089 tok |
| physics91/openrouter-mcp A Model Context Protocol (MCP) server for OpenRouter API - Access 100+ AI models through a | 9 | Claude Code, Codex, OpenCode | 6 | 1,088 tok |
| pvoo/bigquery-mcp Practical MCP server for large BigQuery datasets. Supports vector search. Keep LLM context | 9 | Claude Code | 2 | 1,465 tok |
| qlitre/japan-tariff-mcp An MCP (Model Context Protocol) server for searching Japanese tariff rates by keyword. | 9 | Claude Code | 1 | 454 tok |
| docentovich/chrometools-mcp MCP (Model Context Protocol) server for Chrome automation using Puppeteer. Persistent brow | 9 | Claude Code | 1 | 2,168 tok |
| bun913/playwright-min-network-mcp A minimal network monitoring MCP tool for Playwright browser automation. **Just 3 simple t | 9 | Claude Code | 1 | 703 tok |
| FujishigeTemma/typst-mcp | 9 | Claude Code | 2 | 646 tok |
| shacharsol/js-package-manager-mcp Free MCP server for AI-powered JavaScript package management - Works with Claude, Windsurf | 9 | Claude Code, Cursor | 2 | 1,686 tok |
| thomaswitt/mcp-agents npmjs.com MCP server that wraps the Claude Code and Gemini CLI so any MCP client (e.g. codex) can ca | 9 | Claude Code, Codex, OpenCode | 2 | 2,792 tok |
| lauragift21/mcp-server-workshop Cloudflare MCP Server Workshop | 9 | Claude Code | 1 | 596 tok |
| Tankatronic/ynab-mcp-server This is an experimental mcp server I made to try to make it easier to use YNAB without lin | 9 | Claude Code | 54 | — |
| alphaplapplap/mcp-memory-service Universal Memory Service implementing MCP for AI assistants - supports Claude Code, Claude | 9 | Claude Code, Codex, OpenCode | 2 | 4,757 tok |
| backant-io/jerrycan jerrycan — the AI-native Rust backend platform: framework, CLI, and MCP server. https://je | 9 | Claude Code | 1 | — |
| AkbarDizaji/AgentRecall The initial .NET solution skeleton for a local-first memory and learning system for AI cod | 9 | Claude Code | 5 | 4,625 tok |
| ifokeev/airbrowser-mcp ifokeev.github.io Undetectable Chrome for AI agents, web scraping, and automation. REST API + MCP server + V | 9 | Claude Code, Codex, OpenCode | 5 | 2,665 tok |
| agentience/react-design-systems-mcp A Model Context Protocol (MCP) server that provides comprehensive information about React | 9 | Claude Code | 1 | 993 tok |
| yumeminami/git_mcp | 9 | Claude Code | 2 | 3,013 tok |
| seejux/waha-whatsapp-mcp | 9 | Claude Code | 1 | 1,693 tok |
| deejay-hub/salesforce-ada-agent-skills Salesforce agent skills to learn and make decisions | 9 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 4,569 tok |
| armalite/data-product-hub Composite MCP server that aggregates data product insights from multiple platforms (dbt, G | 9 | Claude Code, GitHub Copilot | 2 | 2,220 tok |
| serkanhaslak/meta-mcp Comprehensive Meta Ads MCP Server — 77 tools for full campaign lifecycle management | 9 | Claude Code | 2 | 1,724 tok |
| Parsa-29/rs-mcp | 9 | Claude Code | 1 | 1,823 tok |
| UvRoxx/midnight-agent-skills | 9 | Claude Code, Codex, OpenCode | 2 | 947 tok |
| kpbray/power-bi-agent-skills A comprehensive set of agent skills excellent at creating Power BI reports in PBIP format, | 9 | Claude Code, Codex | 10 | — |
| duc01226/EasyPlatform | 9 | Claude Code | 9 | 15,306 tok |
| yasunori0418/skills Coding Agent skills for personal use | 9 | Claude Code, Codex, OpenCode | 2 | 3,390 tok |
| GabrielAmz/web-anatomy webanatomy.ai Skills for your AI agent to audit, rewrite, and build landing pages that convert. Every mo | 9 | Claude Code, Codex, OpenCode | 2 | 1,657 tok |
| AceDataCloud/MidjourneyMCP MCP server for Midjourney image generation through Ace Data Cloud. | 9 | Claude Code, GitHub Copilot | 2 | 871 tok |
| MadaBurns/bv-mcp blackveilsecurity.com Open-source DNS & email security scanner. One MCP endpoint, 57 checks, zero install. Cloud | 9 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 19 | 9,493 tok |
| lacvietanh/akidevrule Aki's rules and skills for UNIFY [Claude, AGY, Grok, Kiro, Ollama,v.v..] packaged for easy | 9 | Claude Code, Gemini CLI | 2 | 2,007 tok |
| PIXARTSeu/Synapse Self-improving AI brain for Claude Code & Desktop — 28 MCP tools, 253 skills, collective m | 9 | Claude Code, Codex, OpenCode | 2 | 7,498 tok |
| bks-lab/open-bridge bks-lab.github.io Your AI coding agent starts every session knowing your repos, your clients, and how you wo | 9 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 7 | 9,305 tok |
| Foysal50x/skills Opinionated Laravel engineering skills for AI coding agents. | 9 | Claude Code, Codex, OpenCode | 2 | 2,095 tok |
| ChanMeng666/archlang archlang.uk 【Star us! ⭐】 A declarative language that compiles to professional SVG floor plans — like T | 9 | Claude Code, Codex, OpenCode | 8 | 26,700 tok |
| alex-feel/mcp-context-server alexfeel.info MCP Context Server — a FastMCP-based server providing persistent multimodal context storag | 9 | Claude Code | 1 | 17,293 tok |
| katareayush/video-captions Claude Code plugin: transcribe a video's speech locally and burn in accurately-timed capti | 9 | Claude Code, Codex, Gemini CLI, OpenCode | 2 | 494 tok |
| YuliaNuzhnenko/bioinformatics-agent-skills The #1 open-source collection of scientific AI Agent Skills, tool specifications, and prom | 9 | Claude Code, Codex, OpenCode | 2 | 435 tok |
| StringNLPLAB/FlexSQL FlexSQL: Flexible Exploration and Execution Make Better Text-to-SQL Agents | 9 | Claude Code | 1 | — |
| deevus/tea-skills Agent skills for Gitea/Forgejo issue, pull request, milestone, and label workflows using t | 9 | Claude Code, Codex, OpenCode | 2 | 993 tok |
| HieuAnh87/sentry-selfhosted-mcp hieuanh87.github.io MCP server for self-hosted Sentry: issues, events, releases, users, org stats, and project | 9 | Claude Code, Codex, OpenCode | 2 | 623 tok |
| eddmann/strava-mcp MCP server enabling LLMs to interact with the Strava API - activities, segments, routes, a | 9 | Claude Code, Codex, OpenCode | 2 | 47 tok |
| dorukardahan/twitterapi-io-mcp npmjs.com TwitterAPI.io MCP server: offline docs (endpoints, pages, blogs) for Claude and other AI a | 9 | Claude Code, Codex, OpenCode | 2 | 1,138 tok |
| SiluPanda/pith AI-native task management for humans & agents. MCP-first, CLI-native, self-hosted. Bring y | 9 | Claude Code | 1 | 610 tok |
| cwooddgr/bezelbub macOS app that frames device screenshots with Apple product bezels | 9 | Claude Code | 1 | 3,269 tok |
| strikersam/autonomous-ai-agency autonomous-ai-agency.strikersam.workers.dev An AI-powered workforce platform that executes multi-agent tasks with automatic provider f | 9 | Claude Code, Codex, OpenCode | 5 | 8,644 tok |
| XAGI-Lab/melra xagilab.com The open-source autonomy kernel MELRA — Modular Execution Layer for Reliable Autonomy. An | 9 | Claude Code | 1 | 3,354 tok |
| mlund01/squadron docs.squadron.sh Declarative multi-agent AI workflows in HCL. Single Go binary. Native MCP. Plugins in Go a | 9 | Claude Code | 1 | 13,350 tok |
| planetabhi/figma-mcp-server registry.modelcontextprotocol.io A local Figma MCP server. Skill install: npx figma-agent | 9 | Claude Code, Codex | 1 | — |