43,813 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 agents7,750Claude Code6,665Data and AI3,660Backend and APIs3,501Languages3,396Git and workflow3,240Planning3,237Code review2,765Testing2,405Memory and context2,365Writing and docs2,337DevOps and cloud2,319Research2,286Frontend2,267Security2,044Project management1,742
All Claude Code31,993 Codex23,503 OpenCode22,448 GitHub Copilot3,567 Gemini CLI1,915 Cursor1,740 Windsurf150 Kiro86
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| ryanfangk/claude-ai-mcp-demo claude-ai-mcp-demo.vercel.app | 0 | Claude Code, Codex, OpenCode | 4 | 674 tok |
| vengat-0100/mcp_connector This project is to have a connector for claude to connect your CMS applications (which exp | 0 | Codex, OpenCode | 1 | 360 tok |
| klauseduard/vibe-coded-jira-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1,529 tok |
| jevy/mcp-webresearch MCP web research server (give Claude real-time info from the web) | 0 | Cursor | 1 | 62 tok |
| troylar/jira-mcp-server | 0 | Claude Code | 9 | 258 tok |
| jurislm/coolify-mcp jurislm.github.io MCP server for Coolify. 35 tools for managing self-hosted PaaS through AI assistants. | 0 | Claude Code, GitHub Copilot | 2 | 2,615 tok |
| thecleanupcrew/mcp-server Testing MCP server implementation | 0 | Claude Code | 1 | 1,146 tok |
| SamuelDudley/ism-mcp | 0 | Claude Code | 1 | 1,447 tok |
| koalyptus/ls-apis Public API Discovery for Humans & Agents | 0 | Codex, OpenCode | 1 | 3,254 tok |
| galatanovidiu/mcp-adapter-implementation-example-bk | 0 | Codex, OpenCode | 1 | 2,271 tok |
| tjackiet/bitbank-genesis-mcp-server-http-archive bitbank-genesis-mcp-server-http-archive | 0 | Claude Code, Codex, Cursor, OpenCode | 7 | 2,164 tok |
| danimoya/sprinter Gated work-backlog tracker with priority scoring, a filter/sort UI, and a built-in MCP ser | 0 | Codex, OpenCode | 1 | 426 tok |
| sshh12/windows-computer-use-mcp Full computer-use for Windows over MCP: multi-monitor screen capture, scan-code keyboard/m | 0 | Claude Code | 1 | 2,413 tok |
| bpmj-martin/ledgerlink-mcp MCP server for QuickBooks Online — manage invoices, customers, expenses, and reports via A | 0 | Claude Code | 1 | 696 tok |
| negrueu/linkedin-company-admin-mcp MCP server for LinkedIn Company Page administration (Python, Patchright, browser-first) | 0 | Claude Code, Codex, OpenCode | 2 | 548 tok |
| grahamton/merchGent MCP server that gives AI agents eyes on any e-commerce storefront -- scrape, audit, and ro | 0 | Claude Code, OpenCode | 12 | 3,097 tok |
| ziux/playwright-plus-python-mcp | 0 | Cursor | 1 | 57 tok |
| StarGazer1995/mcp-stargazing An MCP server that provides real-time astronomical data, smart stargazing planning, and li | 0 | Claude Code, Codex, OpenCode | 2 | 5,727 tok |
| nimit791/tradingview-mcp-jackson | 0 | Claude Code | 1 | 1,873 tok |
| fangshanzizhi/workbuddy-kimi-bridge WorkBuddy MCP bridge for kimi-code CLI (gRPC + HTTP + MCP 3-layer) | 0 | Codex, OpenCode | 1 | 4,593 tok |
| krantiutils/proton-bridge-mcp | 0 | Codex, OpenCode | 1 | 144 tok |
| nguyenph88/Media-Editor-MCP Combine of Capcut, Premiere Pro, Media Analysis MCP | 0 | Claude Code | 10 | — |
| tildecomunicacion/trainingpeaks_mcp Conexión de TrainingPeaks con Claude | 0 | Claude Code | 1 | — |
| aauth-dev/proxy The user's AAuth agent in MCP form — discovery, identity, interaction relay | 0 | Claude Code | 1 | 142 tok |
| AmreetKumarkhuntia/mcp-da-vinci | 0 | Claude Code | 2 | 1,349 tok |
| Sunilrana1978/MCP | 0 | Claude Code | 1 | 469 tok |
| MidCheck/ATMcp Agent Teams Mcp | 0 | Cursor | 2 | — |
| duguobao812718-wq/scout AI Agent all-in-one search tool — completely free, multiple engines, MCP protocol | 0 | Claude Code | 1 | 808 tok |
| sailfact/dspec | 0 | Claude Code | 1 | 1,282 tok |
| sandeepgandhi500/idmission-mcp-server | 0 | Claude Code | 1 | 1,736 tok |
| penysho/docs-mcp | 0 | Claude Code | 1 | 1,375 tok |
| arjshiv/blaze-sql-mcp-server | 0 | Claude Code | 1 | 323 tok |
| mehrshadshams/CopilotMCP | 0 | GitHub Copilot | 1 | 856 tok |
| gavinz0228/openai-agents-sdk-mcp A Model Context Protocol (MCP) tool plugin that provides documentation for the OpenAI Agen | 0 | GitHub Copilot | 1 | 234 tok |
| nolte/reachy-mini-mcp Model Context Protocol server for Reachy Mini — REST wrapper around the Pollen daemon. | 0 | Claude Code | 2 | 864 tok |
| Chiehyii/code-security-skill npmjs.com Secure-coding knowledge base and MCP server for AI coding assistants, covering OWASP Top 1 | 0 | Claude Code | 1 | 1,160 tok |
| tirthanzh/mcp-transportasi-bandara-dan-pelabuhan | 0 | Claude Code | 1 | 4,051 tok |
| fastmcp-me/mcp-airflow-api deepwiki.com 🔍Model Context Protocol (MCP) server for Apache Airflow API integration. Provides compreh | 0 | GitHub Copilot | 1 | 769 tok |
| manifest-network/manifest-mcp-mono Manifest SDK & MCP Monorepo | 0 | Claude Code | 3 | 10,341 tok |
| jsynowiec/mcp-server-airly An MCP server that integrates the Airly API, enabling natural language interaction with ai | 0 | Claude Code, Codex, OpenCode | 2 | 318 tok |
| knishioka/td-mcp-server | 0 | Claude Code | 1 | 2,619 tok |
| quantumsoftwarelab/nanograph-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 813 tok |
| musictechlab/mcp-codemagic MCP server for Codemagic CI/CD — trigger and inspect builds from Claude Code | 0 | Claude Code | 1 | 509 tok |
| Moodswing9/ppdm-mcp-server moodswing9.github.io MCP server exposing Dell EMC PPDM, NetWorker & Data Domain as Claude Code tools — 29 tools | 0 | Claude Code | 1 | 1,294 tok |
| bitshelf/debug-console-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 1 tok |
| kujirahand/discord-webhook-mcp MCP Server for Discord webhook | 0 | Codex, OpenCode | 1 | 159 tok |
| a9lim/rlaif PiShock MCP server | 0 | Claude Code | 1 | 4,832 tok |
| fuwadog/forge-mcp | 0 | Codex, OpenCode | 1 | 1,725 tok |
| takada-at/bq_mcp_server | 0 | Claude Code | 3 | 1,424 tok |
| edurodelg/biwenger-mcp Fixed-price squad optimizer and API/MCP server for Biwenger World Cup 2026 | 0 | Codex, OpenCode | 1 | 3,373 tok |