32,564 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 agents8,576Claude Code6,909Git and workflow3,638Data and AI3,577Backend and APIs3,561Languages3,499Planning3,322Code review2,907Testing2,704DevOps and cloud2,498Writing and docs2,488Memory and context2,373Research2,320Frontend2,317Security2,182Project management1,989
All Claude Code32,564 Codex24,947 OpenCode23,868 GitHub Copilot3,726 Gemini CLI2,040 Cursor1,770 Windsurf203 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| nizovtsevnv/outline-mcp-rs Outline knowledge base MCP Server | 7 | Claude Code | 3 | 1,458 tok |
| koki-develop/todoist-mcp-server ✅ MCP server for Todoist integration with AI assistants | 7 | Claude Code | 2 | 3,360 tok |
| teknologika/Deckbuilder MCP Server for building powerpoint presentations | 7 | Claude Code, Gemini CLI | 2 | 4,926 tok |
| mkotsollaris/kwrds-ai-mcp kwrds.ai SEO MCP server for kwrds.ai | 7 | Claude Code | 1 | 444 tok |
| whiteprompt/15000-whiteprompt-eraserio-mcp | 7 | Claude Code | 1 | 938 tok |
| aotakeda/local-lens npmjs.com A 100% local HTTP/MCP server for capturing browser console logs and network requests and s | 7 | Claude Code | 1 | 1,324 tok |
| gemyago/atlacp Bitbucket MCP server | 7 | Claude Code, Codex, Gemini CLI, OpenCode | 4 | 1,723 tok |
| shape-network/mcp-server shape-mcp-server.vercel.app | 7 | Claude Code | 1 | 855 tok |
| alessio-web-dev/social-cli-mcp CLI tool and MCP server for posting to multiple social media platforms (Twitter, Reddit, L | 7 | Claude Code | 1 | 2,758 tok |
| roarkhq/sdk-roark-analytics-node NodeJS SDK for customers to track their voice calls with Roark | 7 | Claude Code, Codex, OpenCode | 2 | 464 tok |
| agent-network-protocol/mcp2anp A MCP server that can convert the MCP protocol into the ANP protocol, enabling application | 7 | Claude Code, Codex, OpenCode | 2 | 1,227 tok |
| armonge/wahoo-mcp Wahoo MCP | 7 | Claude Code | 1 | 2,979 tok |
| halilc4/tabby-mcp MCP server for controlling Tabby terminal via Chrome DevTools Protocol | 7 | Claude Code | 1 | 727 tok |
| albert-mr/genlayer-mcp-server MCP server for generating GenLayer Intelligent Contracts | 7 | Claude Code | 3 | — |
| SafeBreach/safebreach-mcp Model Context Protocol (MCP) server that bridges the gap between natural language queries | 7 | Claude Code | 2 | 14,689 tok |
| florinel-chis/magento-api-mcp This is an MCP (Model Context Protocol) server that provides tools to search and retrieve | 7 | Claude Code | 1 | 2,572 tok |
| userFRM/kimi-code-mcp MCP server wrapping Kimi Code CLI (kimi-k2.5) — 14 tools for filesystem, shell, web, and a | 7 | Claude Code | 1 | 908 tok |
| greddy7574/taigaMcpServer Node.js server for automating Taiga project management with MCP (Modular Control Protocol) | 7 | Claude Code | 1 | 4,163 tok |
| fumi-sagawa/obsidian-mcp-server MCP Server for Obsidian Local REST API integration | 7 | Claude Code | 1 | 4,832 tok |
| josefbacik/kerneldev-mcp A MCP server for configuring, building, booting, and testing kernels | 7 | Claude Code | 1 | 1,725 tok |
| jafreck/Lore Code intelligence MCP for AI Agents | 7 | Claude Code, Codex | 3 | 611 tok |
| lancejames221b/agent-hivemind ClaudeOps hAIveMind - Distributed AI collective memory MCP server for DevOps automation an | 7 | Claude Code | 23 | 6,122 tok |
| randomm/files-db-mcp | 7 | Claude Code | 1 | 263 tok |
| washyu/ansible-mcp-server | 7 | Claude Code | 1 | 3,151 tok |
| K1ta141k/mcp-bench-router MCP server that routes design tasks to designarena.ai's current top-ranked model via OpenR | 7 | Claude Code | 1 | 978 tok |
| calltelemetry/cisco-axl-mcp Cisco AXL MCP Server - Administrative XML API integration | 7 | Claude Code | 1 | 710 tok |
| ohah/react-native-mcp ohah.github.io | 7 | Claude Code, Cursor | 15 | — |
| c0ffee0wl/feedly-mcp-server MCP server for Feedly | 7 | Claude Code | 1 | 491 tok |
| weinaike/galaxy_morphology_mcp Galaxy Morphology Tools MCP Server | 7 | Claude Code, Codex, OpenCode | 4 | 5,839 tok |
| eyadsibai/ltk | 7 | Claude Code | 2 | 1,466 tok |
| codex-curator/studiomcphub studiomcphub.com Creative AI MCP server — 32 tools (18 free): image generation, upscaling, bg removal, mock | 7 | Claude Code | 1 | 1,906 tok |
| haandol/ppt-generator ppt generation mcp server | 7 | Claude Code, Codex, Kiro, OpenCode | 4 | 3,361 tok |
| jimsantora/simple-steam-mcp Simple Steam Library MCP integration. | 7 | Claude Code | 1 | 788 tok |
| artvepa80/Agents-Hefesto hefestoai.narapallc.com Release-truth gate for AI-generated code: catches hallucinated APIs, missing imports and c | 7 | Claude Code, GitHub Copilot | 2 | 954 tok |
| mtct/journaling-mcp MCP Server for journaling | 7 | Claude Code | 1 | 479 tok |
| chrisleekr/mcp-server-playground A playground for Model Context Protocol (MCP) server built with TypeScript and Streamable | 7 | Claude Code, Codex, GitHub Copilot, Cursor, Gemini CLI, OpenCode | 5 | 2,633 tok |
| mackerelio-labs/mcp-server Local MCP (Model Context Protocol) server for integrating LLMs with Mackerel. | 7 | Claude Code | 1 | 466 tok |
| mmorris35/devplan-mcp-server MCP server for generating development plans, project roadmaps, and task breakdowns for Cla | 7 | Claude Code | 2 | — |
| openSVM/dflow-mcp dflow.opensvm.com mcp server for dflow.net | 7 | Claude Code, Codex, OpenCode | 2 | 2,958 tok |
| unionai-oss/union-mcp | 7 | Claude Code | 1 | 1,841 tok |
| neriousy/gemini-mcp A simple MCP server for using the Gemini CLI. | 7 | Claude Code | 10 | — |
| rosenpin/todoist-mcp-server todoistmcp.rosenpin.io Remote MCP server for Todoist | 7 | Claude Code | 1 | 98 tok |
| belt-sh/cli belt — the cloud platform cli for ai agents | 7 | Claude Code, Codex, OpenCode | 3 | 479 tok |
| treasure-data/td-mcp-server npmjs.com An Official Treasure Data MCP Server | 7 | Claude Code | 1 | 1,496 tok |
| MyceliumInc/Outfit Portable, enforced agent personas. One spec - any runtime. | 7 | Claude Code | 3 | 1,250 tok |
| pyang2045/twsemcp MCP server for Taiwan Stock Exchange (TWSE) - Access real-time market data, financial repo | 7 | Claude Code | 1 | 1,041 tok |
| Popplywop/tsql-mcp-server nuget.org SQL Server MCP Server - Provides SQL Server database access via Model Context Protocol | 7 | Claude Code | 1 | 798 tok |
| saltyskip/rift riftl.ink Deep links for humans and agents. Cross-platform mobile deep linking with AI-readable cont | 7 | Claude Code, Codex, OpenCode | 2 | 7,790 tok |
| thomaspical/MCP-Outlook-Local-Server MCP Outlook Local Server sans nécessiter d'enregistrement d'application Azure ou d'authent | 7 | Claude Code | 1 | 2,241 tok |
| ruliana/mcp-chain A middleware architecture for MCP (Model Context Protocol) servers with dict-based transfo | 7 | Claude Code | 1 | 1,835 tok |