43,786 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 |
|---|---|---|---|---|
| toomy1992/wealthfolio-mcp MCP Server For Wealthfolio | 1 | Codex, OpenCode | 1 | 6,726 tok |
| dsouza-anush/browser-use-heroku Browser-use adapted for Heroku deployment with MCP integration | 1 | Claude Code | 1 | 1,453 tok |
| Voxos-ai-Inc/clink-mcp-server-python clink.voxos.ai MCP server implementation for clink-mcp-server PyPI package. | 1 | Claude Code | 1 | 1,051 tok |
| theepicsaxguy/opencollective-hetzner-mcp | 1 | Claude Code, Codex, OpenCode | 2 | 4,832 tok |
| chrishart0/searchconsole-mcp MCP server for Google Search Console — query keywords, pages, sitemaps, and more from AI a | 1 | Claude Code | 1 | 331 tok |
| wmoten/ice-puzzle-mcp | 1 | Claude Code | 1 | 764 tok |
| hibukki/minecraft-mcp-server yuniko.software A Minecraft MCP Server powered by Mineflayer API. It allows to control a Minecraft charact | 1 | Claude Code | 1 | 772 tok |
| geuneda/geuneda-mcp-unity Unity Editor MCP server — a plugin integrating AI IDEs such as Cursor, Claude Code, Codex, | 1 | Claude Code, Codex, OpenCode | 2 | 4,202 tok |
| broisnischal/openapi-mcp dx.lexicon.website | 1 | Claude Code | 1 | 700 tok |
| bhf/st-k8s sanjeev.pages.dev View and chat to your K8s cluster & application logs. K9s themed dashboard, REST API+MCP s | 1 | Claude Code, Codex, GitHub Copilot | 5 | 1,022 tok |
| voidtype/slsk_mcp | 1 | Claude Code, Codex, OpenCode | 2 | 581 tok |
| Mnehmos/mnehmos.open5e.mcp MCP server for Open5e D&D 5e API - query spells, monsters, classes with frontend URLs | 1 | Claude Code | 1 | 1,027 tok |
| brainsparker/youdotcom-mcp-server Official You.com MCP Server | 1 | Claude Code | 1 | 1,931 tok |
| pace8/mcp-wordpress instawp.com MCP Server for WordPress | 1 | Claude Code | 1 | 1,688 tok |
| CodefiLabs/claude-desktop-skills-proxy MCP server that bypasses Claude Desktop sandbox network restrictions. Great to use with Cl | 1 | Claude Code | 1 | 580 tok |
| khansabassem/cerebras-multi-mcp Multi-model Cerebras MCP server with per-call model selection for Claude Desktop & Claude | 1 | Claude Code | 1 | 186 tok |
| project-nomos/nomos-slack-mcp projectnomos.dev MCP server that lets AI agents read and write Slack as you — not as a bot. No APP badge, n | 1 | Claude Code | 1 | 897 tok |
| Mbogdan95/unity-indexer Unity Indexing MCP | 1 | Claude Code | 2 | 756 tok |
| Colitify/slay-the-spire-copilot AI copilot for Slay the Spire powered by Claude Code — real-time strategic advice via MCP | 1 | Claude Code | 1 | 368 tok |
| MaykeSN/Mochi mochi: CLI + servidor MCP pra rodar SQL em MySQL/MariaDB por apelido — mochi vendas "selec | 1 | Claude Code | 2 | — |
| willbohn/spider-mcp Model Context Protocol server for Spider Cloud web scraping API - LinkedIn profiles, anti- | 1 | Claude Code | 1 | 846 tok |
| zhiganov/democracy-without-politicians-mcp Unofficial MCP server based on the Democracy Without Politicians book (Terry Bouricius, 20 | 1 | Claude Code | 1 | 927 tok |
| mp3wizard/figma-console-mcp Figma Console MCP - forked from southleft | 1 | Claude Code | 3 | 415 tok |
| NathanNorman/claude-memory Local MCP server for persistent memory across Claude Code sessions | 1 | Claude Code | 1 | 4,509 tok |
| the-single-gentlemans-club/storybook-mcp A Model Context Protocol (MCP) server for Storybook story generation, component analysis, | 1 | Claude Code, Codex, GitHub Copilot | 5 | 2,141 tok |
| akopper/ollama-websearch-mcp MCP server for Ollama web search and web fetch APIs. Enables AI assistants like Claude Des | 1 | Codex, OpenCode | 1 | 1,211 tok |
| thekingoffamily/Cursor-MCP-server-for-track-ai-agents-works | 1 | Cursor | 1 | 814 tok |
| sapientsai/openfda-mcp-server | 1 | Claude Code | 1 | 905 tok |
| feedback-loop-ai/mcp-ory-kratos An MCP server for Ory Kratos | 1 | Claude Code | 1 | 2,340 tok |
| danduh/mcp-security | 1 | Claude Code, GitHub Copilot | 2 | 418 tok |
| chunlea/screenshot-mcp A cross-platform MCP server for capturing screenshots. Designed for agent-based native app | 1 | Claude Code | 1 | 602 tok |
| tjun1/mcp-confluence MCP for retrieving Confluence documents | 1 | Claude Code | 1 | 770 tok |
| CheswickDEV/cairn Cairn - AI Context Continuity Engine. Local-private MCP server: context-zone warnings, fai | 1 | Claude Code | 4 | — |
| l4b4r4b4b4/portfolio-mcp Portfolio analysis MCP server powered by mcp-refcache - Comprehensive portfolio metrics, o | 1 | GitHub Copilot | 1 | 709 tok |
| Navoren/leetcode-helper MCP server for Claude Desktop & Claude Code that provides LeetCode/DSA guidance, hints, co | 1 | Claude Code | 1 | 266 tok |
| patrickdeanfox/zuar-portal-mcp MCP server that lets Claude create and manage Zuar Portal HTML blocks | 1 | Claude Code | 26 | 416 tok |
| zarfld/presonus-studiolive-mcp MCP server using featherbear / presonus-studiolive-ap | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 67 | 61,377 tok |
| skycaier/sky-windows-remote-executor MCP-native Windows remote execution service with Web UI and FastAPI | 1 | Claude Code, Codex, OpenCode | 2 | 724 tok |
| lamenting-hawthorn/supermem Persistent AI memory: four-tier retrieval (SQLite FTS5 → graph → vectors → LLM agent) | 1 | Claude Code | 1 | 1,952 tok |
| jordanburke/dakboard-mcp-server | 1 | Claude Code | 2 | 1,159 tok |
| gian-reto/print-blocks gian-reto.github.io Print on ESC/POS thermal printers over HTTP or MCP. | 1 | Codex, OpenCode | 1 | 1,654 tok |
| Iziedking/Agent-QA agentsqa.xyz A private, portable memory for AI agents. | 1 | Claude Code, Codex | 17 | — |
| mohsen-ahmed-pm/cdu-climate-peer-comparison-mcp Claude Skill + MCP server that generates climate peer comparison reports — emissions trend | 1 | Claude Code | 1 | 1,146 tok |
| l4b4r4b4b4/yt-api-mcp YouTube MCP Server - FastMCP server for YouTube integration with intelligent caching via m | 1 | GitHub Copilot | 1 | 708 tok |
| SilenceEchoLab/PhantomHand An extremely simple and lightweight browser-control engine designed for large language mod | 1 | Claude Code, Codex, OpenCode | 2 | 1,517 tok |
| Kayforkind/book-guide-mcp Book Guide MCP — Ship improvements with books your agents can run. Playbooks, citations, S | 1 | Codex, OpenCode | 1 | 585 tok |
| lefcgis/qgis-mcp QGIS MCP: bridge Claude AI and QGIS Desktop over the Model Context Protocol. Fork of nkara | 1 | Claude Code, Gemini CLI | 2 | 5,925 tok |
| rrizwan98/lara-marketing-connector Lara Marketing Connector - remote MCP server (45 marketing skills + orchestration logic) f | 1 | Claude Code, Codex, OpenCode | 2 | 35 tok |
| budhasantosh010/san-tech-yt-research-titles-scripts SanTech YouTube research, titles, and scripts MCP engine | 1 | Codex, OpenCode | 1 | 848 tok |
| someshwarpatil/gemini-image-mcp Claude Code MCP server for generating & editing images with Google Gemini (Nano Banana / N | 1 | Claude Code | 1 | 750 tok |