43,853 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 agents7,784Claude Code6,676Data and AI3,658Backend and APIs3,500Languages3,392Git and workflow3,252Planning3,233Code review2,768Testing2,420Memory and context2,364Writing and docs2,341DevOps and cloud2,330Research2,286Frontend2,271Security2,055Project management1,754
All Claude Code32,000 Codex23,558 OpenCode22,502 GitHub Copilot3,568 Gemini CLI1,915 Cursor1,737 Windsurf150 Kiro87
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| deer-001/OmniBrowse-Agent OmniBrowse-Agent is a web deep-browsing and evidence-based reporting system built on MCP a | 0 | Codex, OpenCode | 1 | 1,687 tok |
| geektan123/MCP-Ecom | 0 | Claude Code, Codex | 1 | — |
| ChromiaProject/chromia-lsp-mcp npmjs.com MCP server exposing Rell LSP capabilities (hover, completions, diagnostics, code actions) | 0 | Claude Code | 2 | 1,331 tok |
| cpouldev/soft1-mcp Soft1 MCP is a standalone Python MCP server for read-only analysis of one Soft1 ERP SQL Se | 0 | Claude Code, Codex, OpenCode | 2 | 3,337 tok |
| sstani-bgv/zenmoney-mcp ZenMoney MCP server with transaction cleanup and category management | 0 | Claude Code | 1 | 144 tok |
| expansing/mcp_server_ha | 0 | GitHub Copilot | 1 | 2,274 tok |
| JASMINE145-ACT/indonesia-intel Indonesia outbound intel MCP plugin: discovery, fetch, human review, formal events, local | 0 | Cursor | 5 | — |
| ai-4-you/chrome-tab-remote Let an AI agent see exactly one browser tab — the one you chose, for as long as you allow, | 0 | Codex, OpenCode | 1 | 1,157 tok |
| yzr95924/agent-html-drop HTML drop server for agents with MCP | 0 | Claude Code, Codex, OpenCode | 2 | 2,179 tok |
| mck-s/minirag-pgvector-mcp | 0 | Claude Code | 4 | — |
| manojkiranti/local-llm-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 3,477 tok |
| fengredrum/asr-mcp Speech-to-text MCP server — based on the local Whisper Large V3 MLX model, supporting plai | 0 | Claude Code | 1 | 936 tok |
| yashcodelabs/mcp-portico MCP Portico - a generic, multi-tenant MCP frontend for HTTP APIs | 0 | Cursor | 1 | — |
| Aphelion-Development/search-box Multi-provider search engine MCP server implementation | 0 | Codex, OpenCode | 1 | 1,135 tok |
| Mahesh8214/ShadowShield-MCP | 0 | Claude Code, Codex | 1 | — |
| furkangonel/AppMarquee A lightweight, local-first App Store and Google Play screenshot studio with MCP for Codex | 0 | Claude Code, Codex, OpenCode | 2 | 167 tok |
| LesterAJohn/X-mcp | 0 | Claude Code | 1 | — |
| seerkong/ego-automation-mcp-app-demo | 0 | Claude Code, Codex, OpenCode | 16 | 91 tok |
| codebytemirza/linkedin-post-mcp A production-ready Model Context Protocol (MCP) server that connects Claude to LinkedIn, e | 0 | Claude Code, Codex | 5 | — |
| mperkhou/career-agent-workbench A public-safe Python workbench for governed career workflow automation. | 0 | Codex, OpenCode | 1 | 452 tok |
| sandraschi/benny-the-dog-mcp Benny the dog health and care monitor - water bowls, movement, loneliness detection, sausa | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode, Windsurf | 6 | 1,778 tok |
| browserview/mcp This server lets any MCP-capable agent (Claude, OpenAI agents, Cursor, and others) create, | 0 | Codex, OpenCode | 1 | 585 tok |
| GeniusTechnoMystic/docker-hub-mcp MCP server for Docker Hub Image Stats — pulls, stars, search, batch lookup, publisher cata | 0 | Codex, OpenCode | 1 | 344 tok |
| yasir-ali9/linkedin-ops LinkedIn job search MCP for your coding CLI | 0 | Claude Code | 1 | — |
| cdcoonce/ragmark Local-first retrieval over markdown vaults — hybrid search, wikilink-aware context, first- | 0 | Claude Code | 1 | 1,314 tok |
| LordFB/_ContextFabricMCP | 0 | Claude Code, Codex | 1 | — |
| mhdarifsetiawan01/semantic-mcp-server | 0 | Claude Code, Codex, OpenCode | 4 | 1,678 tok |
| JavaDerek/brink A single-player cinematic geopolitical roleplay: an LLM game-master narrates, an MCP serve | 0 | Claude Code | 1 | 3,455 tok |
| alexwoolford/sec-ownership-graph A graph-native SEC ownership graph in Neo4j: activist coalitions, control chains and board | 0 | Claude Code | 1 | 5,644 tok |
| fledgeling-co/sift-apple-mail-mcp Search your Apple Mail at the speed of thought. A local MCP server: 188k messages, body se | 0 | Claude Code, Codex, OpenCode | 2 | 5,905 tok |
| joohyukjung/LexLink-ko-mcp | 0 | Codex, OpenCode | 1 | 1,612 tok |
| mrsuber/davinci-resolve-mcp | 0 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 12 | 5,925 tok |
| meob/mcp-blueprint MCP Blueprint is a lightweight framework for creating Model Context Protocol (MCP) servers | 0 | Claude Code, Codex, OpenCode | 2 | 1,266 tok |
| RexHung0302/codegraph Turn a TypeScript/JavaScript/Vue repo into an explorable knowledge graph — WebGL viewer + | 0 | Claude Code | 1 | 987 tok |
| czcz0009/my-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 6,209 tok |
| friisconsult/caldav MCP for caldav connection | 0 | Claude Code | 1 | 1,128 tok |
| ikeike443/hevy-fitness-mcp fitness-mcp-eight.vercel.app | 0 | Claude Code, Codex, OpenCode | 3 | 737 tok |
| schmitzjimmy1-star/macos-automator-vision-mcp Mac Automator MCP with read-only native app inspection and screenshots for Claude Cowork. | 0 | Claude Code, Windsurf | 2 | 10 tok |
| bdiaby1/claude_lexware_mcp_2 | 0 | Claude Code | 1 | 365 tok |
| bdiaby1/claude_lexware_mcp_3 | 0 | Claude Code | 1 | 365 tok |
| kailash-enph/jama-connect Unified Jama Connect MCP backend, REST API, viewer, and VS Code extension as a single pip | 0 | Codex, OpenCode | 1 | 2,933 tok |
| ncleton-petitmaker/ovs-mcp Unofficial Official Vegan Shop MCP server and CLI | 0 | Claude Code, Codex, OpenCode | 2 | 181 tok |
| vnknov/de.scenaryo.channels MCP to create a possiblity for Agents to communicate through guardrailed channels | 0 | Codex, OpenCode | 1 | 3,335 tok |
| vohoailinh90/Excel_MCP_Server Open macros and basic Excel functions through an MCP server | 0 | Claude Code | 1 | 454 tok |
| hlucent/seoul-construction-mcp Seoul Construction Notification MCP | 0 | Claude Code | 1 | 4,632 tok |
| ayhammouda/gsc-seo-mcp Secure, read-only Google Search Console MCP server with exact property allowlists and a ha | 0 | Codex, OpenCode | 1 | 824 tok |
| omid-ok13/mattermost-mcp | 0 | Codex, OpenCode | 1 | 293 tok |
| dsvxmedia/tif-score-mcp MCP server exposing lead-scoring and n8n workflow-error-diagnosis tools, ported from a pro | 0 | Claude Code | 1 | 768 tok |
| yadimon/steuer-spar-erklaerung-mcp Inoffizielle lokale API und optionaler MCP-Wrapper für SteuerSparErklärung 2025 (Windows) | 0 | Claude Code, Codex, OpenCode | 2 | 572 tok |
| gppsys/personalcopilotmcp Servidor MCP para conectar multiples cuentas de correo y servicios. | 0 | Codex, OpenCode | 1 | 1,053 tok |