43,730 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 agents7,670Claude Code6,650Data and AI3,673Backend and APIs3,507Languages3,392Planning3,227Git and workflow3,211Code review2,744Testing2,385Memory and context2,367Writing and docs2,330DevOps and cloud2,314Research2,288Frontend2,261Security2,032Productivity1,722
All Claude Code31,994 Codex23,359 OpenCode22,302 GitHub Copilot3,560 Gemini CLI1,917 Cursor1,740 Windsurf142 Kiro82
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| blizzy78/mcp-elicit Elicitation MCP server | 2 | Claude Code | 1 | 1,367 tok |
| kwonsw812/kiwoom-mcp Kiwoom mcp server | 2 | Claude Code | 1 | 710 tok |
| leshamblin/MoodleMCP An MCP server that lets an AI assistant read and write Moodle in plain language. Reads, wr | 2 | Claude Code | 1 | 2,343 tok |
| AndresMuelas2004/tldraw-mcp-server Full-featured MCP server for creating and editing tldraw documents programmatically (30 to | 2 | Claude Code | 1 | 455 tok |
| n0madic/graylog-mcp Graylog MCP server | 2 | Claude Code | 1 | 3,649 tok |
| israel-salgado/dt-mcp-server | 2 | Claude Code, Codex, GitHub Copilot | 19 | 7,851 tok |
| gnix45/Wazuh_MCP_SERVER Gateway to intergrate wazuh with AI using the model context protocol (query realtime alert | 2 | Claude Code | 1 | 322 tok |
| Zaki-goumri/figma-mcp-server | 2 | Gemini CLI | 1 | 681 tok |
| WisetechySolutions/spotify-mcp-server playmcp.dev MCP server that lets Claude create Spotify playlists through natural language. Turn Claude | 2 | Claude Code | 1 | 493 tok |
| lazallen/slack-mcp-server Fork of korotovsky/slack-mcp-server with saved_list and saved_complete tools for Slack Sav | 2 | Claude Code | 3 | 969 tok |
| passionmuse16/zen-mcp-server | 2 | Claude Code | 2 | 2,495 tok |
| sapientsai/rescuetime-mcp-server | 2 | Claude Code | 2 | 1,058 tok |
| tradermonty/eodhd-mcp-server | 2 | Claude Code | 1 | 1,190 tok |
| phillipweston/terraform-mcp-server An MCP server that gives LLMs read-only access to your Terraform state. Ask natural-langua | 2 | Claude Code | 1 | 458 tok |
| paradyno/PDF-MCP-Server A high-performance MCP (Model Context Protocol) server for PDF processing, built in Rust/C | 2 | Claude Code | 1 | 4,058 tok |
| progress-all/acomo-mcp-server | 2 | Claude Code | 1 | 733 tok |
| MichaelCecil/kimi-mcp-server | 2 | Claude Code | 1 | 1,150 tok |
| Logiphys/lgp-mcp-servers Go monorepo for Logiphys MCP servers (Autotask, IT Glue, Datto RMM, RocketCyber) | 2 | Claude Code | 1 | 435 tok |
| gabrielsribas/topdesk-mcp-server | 2 | GitHub Copilot | 1 | 4,417 tok |
| futuretea/mcp-server-template A template for building Model Context Protocol (MCP) servers | 2 | Claude Code, Codex, OpenCode | 2 | 224 tok |
| tingyiy/atlassian-mcp-server An open-source Model Context Protocol (MCP) server for Atlassian Jira and Confluence Cloud | 2 | Claude Code, Gemini CLI | 2 | 2,292 tok |
| bjhardcastle/nwb-mcp-server An MCP server for accessing NWB (Neurodata Without Borders) files, providing AI agents eas | 2 | Claude Code | 1 | — |
| masx200/supervisor-mcp-server MCP Server for supervisord process management using REST API - TypeScript implementation w | 2 | Claude Code | 1 | 1,340 tok |
| loganmurphy/oura-mcp-server Oura MCP Server — A Cloudflare Worker that connects your Oura Ring to any MCP-compatible A | 2 | Claude Code | 1 | 2,391 tok |
| amghanekar-deloitte/AEP-MCP_SERVER MCP servers for Adobe Experience Platform (AEP), AJO, CJA, and Real-Time CDP — 115+ tools | 2 | Claude Code | 3 | 3,411 tok |
| print-yuhuan/QQ-MCP-Server | 2 | Claude Code, Codex, OpenCode | 2 | 2,952 tok |
| jmmoser/lifxlan-mcp-server | 2 | Claude Code | 1 | 558 tok |
| xilu0/awesome-claude-code claude-code-academy-gamma.vercel.app A repo that collects awsome learning materials/tools for Calude Code developers, aiming at | 2 | Claude Code, Gemini CLI | 3 | 1,125 tok |
| Ant-Intelligence/awesome-claude-code academy.claude-code.club A repo that collects awsome learning materials/tools for Calude Code developers, aiming at | 2 | Claude Code, Gemini CLI | 3 | 1,102 tok |
| melanyss/claude-code-subagents Claude Code SubAgents - Awesome curated list | 2 | Codex, OpenCode | 1 | 5,138 tok |
| G4RNIR/mslx-mcp-server | 2 | Codex, OpenCode | 1 | 948 tok |
| victorjongsoon/grab-mcp-server | 2 | Claude Code | 1 | 1,037 tok |
| scottcrosby-securebine/kali-mcp-server Kali Linux penetration testing MCP server with 42 security tools, optimized for ARM64 and | 2 | Claude Code | 1 | 2,151 tok |
| anthuanvasquez/skills Standardized guidance, agent rules, and scaffold templates for applying AI agents | 2 | Codex, OpenCode | 1 | 1,550 tok |
| lkangd/skills agents skils collection | 2 | Claude Code | 1 | — |
| agent-skills/skills agskills.dev Agent Skills. | 2 | Claude Code, Codex | 4 | — |
| bitbloxhub/skills My agent skills | 2 | Codex, OpenCode | 1 | 117 tok |
| reviewtaipei284/awesome-claudecode-paper-proofreading Provide clear, two-phase paper proofreading using Claude Code and Codex to detect and fix | 2 | Codex, OpenCode | 1 | 1,274 tok |
| laoshiren1207/awesome-java-cc-guide Java Claude Code Guide | 2 | Claude Code | 2 | 2,301 tok |
| chefallan/awesome-context-engine chefallan.github.io Portable repo memory for AI coding agents. Keeps context current across Copilot, Claude, C | 2 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 1,001 tok |
| JoseArron/skills Skills I use for my projects, for any agent | 2 | Codex, OpenCode | 1 | 45 tok |
| ipruning/skills Coding-agent skills managed with skillshare and synced across supported AI tools | 2 | Claude Code, Codex, OpenCode | 2 | 439 tok |
| lonewolfyx/skills curated collection of agent skills. | 2 | Codex, OpenCode | 1 | 836 tok |
| Leev1s/skills Public repository for agent skills | 2 | Codex, OpenCode | 1 | 278 tok |
| spencer17x/skills Personal AI agent skills collection | 2 | Codex, OpenCode | 1 | 878 tok |
| avelrl/skills Skills Catalog for AI Agents | 2 | Codex, OpenCode | 1 | 833 tok |
| sherif-fanous/skills A repository for skills I commonly use with coding agents | 2 | Claude Code, Codex | 3 | — |
| polaralias/skills Curated library of reusable agent skills for engineering, delivery, content, design, docum | 2 | Claude Code, Codex, OpenCode | 2 | 2,061 tok |
| press-pass/journalism-skills Agentic skills for journalism | 2 | Claude Code | 1 | — |
| weejar/oceanbase-skills oceanbase database Agent skills | 2 | Claude Code | 1 | 1,357 tok |