45,012 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 agents8,549Claude Code6,896Git and workflow3,630Data and AI3,579Backend and APIs3,559Languages3,491Planning3,321Code review2,909Testing2,691DevOps and cloud2,492Writing and docs2,490Memory and context2,374Research2,321Frontend2,311Security2,183Project management1,977
All Claude Code32,540 Codex24,898 OpenCode23,819 GitHub Copilot3,723 Gemini CLI2,039 Cursor1,772 Windsurf202 Kiro116
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| kiseki-technologies/kiseki-labs-readwise-mcp A simple MCP server for Readwise | 9 | Claude Code | 1 | 794 tok |
| yuji-hatakeyama/claude-code-perlnavigator Claude Code plugin for Perl language support via PerlNavigator LSP | 9 | Claude Code, Codex, OpenCode | 1 | 354 tok |
| choi88andys/skills Claude Code skills and plugins collection | 9 | Claude Code | 1 | 894 tok |
| choplin/jira-cli-mcp MCP server that wraps jira-cli to enable AI assistants to interact with Jira | 9 | Claude Code | 1 | 1,138 tok |
| ChangooLee/mcp-kr-legislation A Model Context Protocol (MCP) server integrating the Korean Ministry of Government Legisl | 9 | Codex, Cursor, OpenCode | 2 | 7,528 tok |
| Pearch-ai/mcp_pearch pearch.ai The most accurate people search API/MCP. Natural language in, high-quality candidates out. | 9 | Codex, OpenCode | 1 | 88 tok |
| 3KniGHtcZ/codebeamer-mcp | 9 | Claude Code | 1 | 732 tok |
| j3k0/speech.sh Simple curl script to play aloud what you type, useful if your voice is suddenly broken. | 9 | Claude Code | 1 | 514 tok |
| ZENG3LD/gate4agent Universal Rust wrapper for CLI AI agents (Claude Code, Codex, Gemini). PTY mirror and pipe | 9 | Claude Code | 1 | 1,471 tok |
| xano-inc/xano-developer-mcp | 9 | Claude Code | 2 | — |
| 0xHashy/fathom-fyi fathom.fyi Financial Reality for AI Agents — The FYI your agent needs before it acts. | 9 | Claude Code | 4 | 605 tok |
| AbdumajidRashidov/mycop abdumajidrashidov.github.io | 9 | Claude Code | 1 | 1,383 tok |
| vlad-ds/maccy-clipboard-mcp MCP server for accessing Maccy clipboard history on macOS. Search, retrieve, and manage yo | 9 | Claude Code | 1 | 731 tok |
| florinel-chis/magento-graphql-docs-mcp A local STDIO MCP server that provides tools to search and retrieve Magento 2 GraphQL API | 9 | Claude Code | 1 | 3,599 tok |
| grafana/grafana-ui-mcp-server An mcp server to allow LLMS gain context about grafana-ui component structure, usage and | 9 | Claude Code | 1 | 34 tok |
| mrgoonie/vidcap-mcp-server An MCP server to extract Youtube captions and summarize videos | 9 | Claude Code, Codex, OpenCode | 24 | 632 tok |
| sv/mcp-paradex-py app.paradex.trade Connect AI agents to the Paradex trading platform. Retrieve market data, manage accounts, | 9 | Claude Code | 1 | 857 tok |
| serifcolakel/swagger-mcp-adapter TypeScript-based MCP server that integrates with Swagger/OpenAPI specifications to expose | 9 | GitHub Copilot | 1 | 2,789 tok |
| nanobot-ai/blackjack blackjack.nanobot.ai Blackjack MCP Server | 9 | Claude Code | 1 | 551 tok |
| snowild/redmine-mcp MCP (Model Context Protocol) server for Redmine integration | 9 | Claude Code | 1 | 2,822 tok |
| j-shelfwood/obsidian-local-rest-api-mcp | 9 | GitHub Copilot | 1 | 505 tok |
| hongsw/claude-agents-power-mcp-server npmjs.com MCP server for recommending and installing project-specific pair programming roles | 9 | Claude Code | 7 | 205 tok |
| jiweiqi/fluent-mcp-server Ansys Fluent MCP server in python | 9 | Claude Code | 1 | 19 tok |
| italia/dati-semantic-mcp italia.github.io MCP server per interagire con schema.gov.it | 9 | Claude Code | 1 | 1,355 tok |
| bacoco/prompt-plus-plus-mcp | 9 | Claude Code | 1 | 1,910 tok |
| WazzaMo/vecfs A local MCP server that provides a vector file store to give AI agents a long-term memory. | 9 | Codex, OpenCode | 1 | 555 tok |
| qpiai/zoho-projects-mcp This is an mcp server for Zoho projects | 9 | Claude Code | 1 | 1,251 tok |
| livetap/livetap Push live data streams into your AI coding agent. MQTT, WebSocket, file tailing → expressi | 9 | Claude Code | 2 | 1,089 tok |
| et-do/myelin brain-inspired MCP for persistent efficient context across AI agents | 9 | GitHub Copilot | 1 | 401 tok |
| qlitre/japan-tariff-mcp An MCP (Model Context Protocol) server for searching Japanese tariff rates by keyword. | 9 | Claude Code | 1 | 454 tok |
| tomconte/codebox-ai A secure Python code execution service designed to integrate with LLMs like GPT and Claude | 9 | GitHub Copilot | 1 | 911 tok |
| docentovich/chrometools-mcp MCP (Model Context Protocol) server for Chrome automation using Puppeteer. Persistent brow | 9 | Claude Code | 1 | 2,168 tok |
| bun913/playwright-min-network-mcp A minimal network monitoring MCP tool for Playwright browser automation. **Just 3 simple t | 9 | Claude Code | 1 | 703 tok |
| FujishigeTemma/typst-mcp | 9 | Claude Code | 2 | 646 tok |
| rryan/tiddly-mcp Model Context Protocol (MCP) server for TiddlyWiki - enables AI agents to interact with yo | 9 | Codex, OpenCode | 1 | 119 tok |
| lauragift21/mcp-server-workshop Cloudflare MCP Server Workshop | 9 | Claude Code | 1 | 596 tok |
| moha-abdi/mitmproxy-mcp MCP server for mitmproxy -- analyze, intercept, and replay HTTP/HTTPS traffic through any | 9 | Codex, OpenCode | 1 | 2,436 tok |
| backant-io/jerrycan jerrycan — the AI-native Rust backend platform: framework, CLI, and MCP server. https://je | 9 | Claude Code | 1 | — |
| AkbarDizaji/AgentRecall The initial .NET solution skeleton for a local-first memory and learning system for AI cod | 9 | Claude Code | 5 | 4,662 tok |
| ascript-cn/ascript-mcp MCP server for Android/iOS/Windows automation — control real devices from Claude, Cursor, | 9 | Cursor | 1 | 189 tok |
| linancn/tiangong-lca-mcp tiangong-lca-mcp | 9 | Codex, OpenCode | 1 | 2,749 tok |
| yumeminami/git_mcp | 9 | Claude Code | 2 | 3,013 tok |
| ABIvan-Tech/zvec-mcp | 9 | Codex, OpenCode | 1 | 1,264 tok |
| blindpaylabs/blindpay-mcp blindpay.com Official BlindPay MCP server: stablecoin payouts, payins, quotes and receivers for global | 9 | Claude Code | 1 | 4,016 tok |
| deejay-hub/salesforce-ada-agent-skills Salesforce agent skills to learn and make decisions | 9 | Claude Code, Codex, Gemini CLI, OpenCode | 5 | 6,357 tok |
| kpritam/gremlin-mcp MCP server for Gremlin graph databases - Connect AI agents like Claude to TinkerPop, Nept | 9 | Codex, OpenCode | 1 | 2,848 tok |
| Parsa-29/rs-mcp | 9 | Claude Code | 1 | 1,823 tok |
| UvRoxx/midnight-agent-skills | 9 | Claude Code, Codex, OpenCode | 2 | 947 tok |
| matheuswidder/Acervo-Agents-n-Skills | 9 | Codex, OpenCode | 1 | 7,217 tok |
| lvcoi/solidJSkills A repo intended to be an mcp server for SolidJS Agentic Skills | 9 | Codex, Gemini CLI, OpenCode | 2 | 534 tok |