45,030 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 agents8,564Claude Code6,906Git and workflow3,633Data and AI3,578Backend and APIs3,558Languages3,494Planning3,322Code review2,906Testing2,695DevOps and cloud2,496Writing and docs2,489Memory and context2,375Research2,320Frontend2,312Security2,181Project management1,980
All Claude Code32,552 Codex24,920 OpenCode23,840 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,771 Windsurf202 Kiro117
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| OpenLAIR/dr-claw-plugin-cc Dr. Claw plugin for Claude Code — AI research pipeline | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 6,051 tok |
| asaferdman23/career-brand-plugin Personal branding & career strategy plugin for Claude Code. /brand for LinkedIn content, / | 5 | Claude Code | 1 | 435 tok |
| broven/claude-permissions-plugin Claude Code plugin: auto-approve compound bash commands, sync & analyze permissions | 5 | Claude Code | 1 | 594 tok |
| happy-nut/claude-plugin-viban Terminal Kanban TUI for Claude Code - AI-human collaborative issue tracking | 5 | Claude Code | 2 | — |
| Bozhu12/bozhu12-cc-plugin Personal Claude Code prompts | 5 | Claude Code | 1 | 1,803 tok |
| tttpeng/claude-channel-wechat WeChat channel plugin for Claude Code via iLink protocol | 5 | Claude Code | 1 | 770 tok |
| dbinky/dbinky-skill-set Claude Code plugin: multi-persona PR review with language/framework-specific rules | 5 | Claude Code | 1 | 570 tok |
| vipzhengmingming/oh-my-powers A very practical Claude Code plugin marketplace | 5 | Claude Code | 1 | 100 tok |
| BigKunLun/AI-Coding-Insights Scan your own Claude Code sessions, score AI-usage tiers, render a local HTML report. Clau | 5 | Claude Code | 1 | 4,427 tok |
| cappyeo/recon | 5 | Claude Code | 1 | 486 tok |
| geq1fan/context-mcp MCP server for project context integration - provides read-only filesystem operations for | 5 | Claude Code | 13 | 996 tok |
| leadsnaviDeveloper/mailgo-cold-mail-marketing AI-powered cold email campaign management through Model Context Protocol (MCP). | 5 | Gemini CLI | 1 | 13 tok |
| SShadowS/zendesk-mcp-server | 5 | Claude Code | 1 | 7,281 tok |
| appclawhq/appium-mcp-auth | 5 | Claude Code | 4 | 1,802 tok |
| orchidautomation/pluxx pluxx.dev Maintain one plugin source. Ship native plugins to Claude Code, Cursor, Codex, and OpenCod | 5 | Codex, OpenCode | 1 | 504 tok |
| sherizan/designagent designagent-opal.vercel.app Claude Code plugins for designers — the designagent marketplace + designagent.dev | 5 | Claude Code | 1 | 145 tok |
| jarfa/critique-loop A Claude Code plugin that enables two Claude Code instances to collaborate through turn-ba | 5 | Claude Code | 1 | 1,041 tok |
| viant/mcp Model Context Protocol (MCP) for golang | 5 | Codex, OpenCode | 1 | 298 tok |
| pleaseai/mcp-gateway | 5 | Claude Code | 2 | 980 tok |
| vincegx/Figma-to-Code_MCP Figma-to-Code converter powered by Model Context Protocol. Features: 11 AST transforms, du | 5 | Claude Code | 1 | 3,321 tok |
| LupinLin1/jimeng-web-mcp | 5 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 13,720 tok |
| CarbonCopyInc/carboncopy-mcp MCP server for the Carbon Copy API — programmatic Polymarket copy-trading for AI agents | 5 | Claude Code | 1 | 554 tok |
| oleander/home-assistant-mcp-server home-assistant-mcp-server | 5 | Claude Code | 1 | 226 tok |
| venkateshtester/PlaywrightMCP | 5 | Claude Code | 1 | — |
| codenjoyme/copilot-mcp-langchain | 5 | GitHub Copilot | 1 | 56 tok |
| ratelworks/agent-quality-oss An MCP server that connects Korean construction quality management expertise to LLMs. cc: | 5 | Codex, OpenCode | 1 | 832 tok |
| chainapsis/keplr-wallet-mcp mcp.keplr.app | 5 | Claude Code | 3 | 1,470 tok |
| bcharleson/heyreach-mcp | 5 | Claude Code, Cursor | 2 | 2,994 tok |
| faaak2/mcp-db | 5 | Claude Code | 1 | 392 tok |
| secprog/dependency-track-mcp Vibe Coded MCP for interact with Dependency Track | 5 | Claude Code | 1 | 780 tok |
| HyunjunJeon/FastCampus_mcp_a2a_workflow_project fastcampus.co.kr FastCampus online course - Building an unimaginable Multi-Agent system with MCP and A2A (P | 5 | Codex, OpenCode | 1 | 583 tok |
| andreahaku/code-analysis-context-mcp | 5 | Claude Code | 1 | 4,615 tok |
| wadearnold/mcp-document-markdown | 5 | Claude Code | 1 | 847 tok |
| SSX360/matrixscroll matrixscroll.com Protocol v2 signed machine-action records with ML-DSA-87, SHA-384 ledgers, offline verific | 5 | Claude Code, Codex, OpenCode | 2 | 1,629 tok |
| minorun365/strands-mcp-agent An AI agent web app built with Strands Agents that lets you connect any MCP server | 5 | Claude Code | 1 | 1,022 tok |
| radleta/Backlog.md-mcp A MCP for Backlog.md. | 5 | Claude Code | 3 | 521 tok |
| KinomotoMio/MCPSecTrace | 5 | Claude Code | 1 | 521 tok |
| Mickaell22/mcp-context-server MCP server for Claude Code — semantic codebase indexing with ChromaDB + DeepSeek Flash com | 5 | Claude Code | 1 | 15,877 tok |
| coder-ka/procm-mcp | 5 | Claude Code | 1 | 27 tok |
| KevinMarquette/McpPwshPresentation Beyond the Prompt: Leveraging MCP and PowerShell for Custom LLM Actions Presentation Mater | 5 | Claude Code | 1 | 941 tok |
| wplaunchify/fluent-community-mcp Fluent Community MCP and Manager | 5 | Claude Code | 1 | 1,688 tok |
| Azure-Samples/remote-mcp-webapp-node | 5 | GitHub Copilot | 1 | 329 tok |
| dgpl-mcps/linux_system_mcp | 5 | Codex, OpenCode | 1 | 9 tok |
| CarlosGtrz/ClipToWslMcp ClipToWSL is a Model Context Protocol (MCP) server that enables AI coding agents like Clau | 5 | Claude Code | 1 | 821 tok |
| just-every/mcp-task Reason and perform tasks using MCP. Use state of the art LLMs in your development workflow | 5 | Claude Code | 1 | 1,169 tok |
| tannerpace/mcp-oracle-database | 5 | GitHub Copilot | 4 | 2,859 tok |
| mepuka/effect-ontology | 5 | Claude Code | 16 | 2,833 tok |
| agentmail-to/agentmail-smithery-mcp docs.agentmail.to Moved to agentmail-to/agentmail-mcp; no maintained code or deployment lives here. | 5 | Codex, OpenCode | 1 | 3,836 tok |
| harunraseed07/ADC_MCP_Project | 5 | GitHub Copilot | 1 | 191 tok |
| cyanheads/cdc-health-mcp-server npmjs.com Search and query CDC public health data — mortality, vaccinations, surveillance, behaviora | 5 | Claude Code, Codex, OpenCode | 2 | 30,222 tok |