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 |
|---|---|---|---|---|
| globalion/docs-mcp Drop any Word/Excel/PDF/PowerPoint into a vector RAG store. Vision extraction, page citati | 0 | Claude Code | 1 | 922 tok |
| globalion/telegram-mcp telegram.regiq.in Turn any Telegram bot into a chat-first AI assistant. Sign in with Google, paste your BotF | 0 | Claude Code | 1 | 808 tok |
| SiTouhemi/Backendgen | 0 | Codex, OpenCode | 1 | 359 tok |
| Siddhukaushik/slimdex-mcp npmjs.com A local MCP server for narrow code retrieval — outlines, symbol lookups, dependency graphs | 0 | GitHub Copilot | 1 | 1,357 tok |
| Sitten-Tokyo/Sippion Local, read-only MCP server for efficient repository context retrieval and multi-agent AI | 0 | Claude Code, Codex, OpenCode | 2 | 251 tok |
| Smartoire/paxaver-mcp | 0 | Codex, OpenCode | 1 | 1,047 tok |
| SorataYang/qiao-mcp | 0 | Claude Code | 1 | 2,043 tok |
| Sra1Phani/domain-finder domain-finder-theta.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Stakemate369/yieldsignal Real-time risk-weighted USDC lending APY across Aave, Compound, Morpho, Moonwell, Euler an | 0 | Claude Code | 1 | 8,102 tok |
| Suigar-Gaming/ts-sdks playground.suigar.com Suigar TypeScript SDKs | 0 | Claude Code, Codex, OpenCode | 2 | 4,581 tok |
| Sundeepg98/kite-mcp-server kite-mcp-server.fly.dev Self-hosted MCP for Zerodha Kite — order placement, RiskGuard safety, paper trading, Greek | 0 | Claude Code | 1 | 2,315 tok |
| SunrisesIllNeverSee/sigrank-mcp signalaf.com SigRank MCP — AI operator evaluation and token cascade efficiency tools. The yield cascade | 0 | Codex, OpenCode | 1 | 1,806 tok |
| SylphxAI/smart-reader-mcp Prism — local media sniff + route for agents. One call reads PDF/image/video via sibling c | 0 | Codex, OpenCode | 1 | 405 tok |
| Temple-of-Epiphany/imap-mcp-pro Enterprise-grade IMAP MCP server: 95 tools, local SQLite cache, auto-installed Claude skil | 0 | Claude Code | 1 | 1,608 tok |
| Thang1710/subagent-mcp pypi.org MCP gateway for Codex to orchestrate external coding-agent harnesses, with normalized life | 0 | Claude Code, Codex, OpenCode | 2 | 1,002 tok |
| TheRealFloatDev/AgentsBestFriend A local MCP Tool that helps your Coding Agent be more efficient and waste less tokens | 0 | Claude Code, Codex | 1 | — |
| ThunderEagle/context-bridge Zero-dependency MCP memory server for AI coding assistants | 0 | Claude Code | 1 | 1,807 tok |
| maleksaadi0109/hyprfedora | 0 | Claude Code, Codex | 1 | — |
| Vortiago/mcp-tekna A MCP server for grabbing data from Tekna like what events are coming up and news | 0 | Claude Code | 11 | 344 tok |
| WCAG-Compliance/wcagc-mcp wcagc.com MCP server for wcagc — let Claude or ChatGPT run real axe-core accessibility scans (WCAG, | 0 | Claude Code, Codex, OpenCode | 2 | 1,571 tok |
| merc1305/findMate findmate-owner-network.xvwbgtt855.chatgpt.site Privacy-safe AI agent skill for finding complementary human founders through owner-approve | 0 | Codex, OpenCode | 1 | 610 tok |
| WYRE-AI/blumira-mcp conduit.wyre.ai MCP server for Blumira SIEM integration | 0 | GitHub Copilot | 1 | 292 tok |
| WYRE-AI/freshdesk-mcp MCP server for Freshdesk — tickets, contacts, companies, agents, groups, knowledge base, S | 0 | GitHub Copilot | 1 | 554 tok |
| WYRE-AI/inforcer-mcp Community created/supported MCP server for Inforcer — read-only M365 governance: tenants, | 0 | GitHub Copilot | 1 | 659 tok |
| WYRE-AI/liongard-mcp conduit.wyre.ai MCP server for Liongard — inspector data, environment metrics, and configuration detection | 0 | GitHub Copilot | 1 | 858 tok |
| Webb-Ventures/autorouter | 0 | Claude Code, Codex, OpenCode | 2 | 1,540 tok |
| Xavierfok/singapore-proxy-mcp singaporemobileproxy.com Hosted MCP server: let Claude, Cursor or Cline browse the web from a real Singapore mobile | 0 | Claude Code | 1 | 498 tok |
| YG3-ai/yg3-mcp Public integration docs for YG3 MCP | 0 | Codex, OpenCode | 1 | 1,099 tok |
| YOLKINS/weeek-mcp npmjs.com Local MCP server for Weeek (stdio transport) — read-only by default, opt-in write tools. | 0 | Claude Code | 1 | 3,049 tok |
| ZahiriNatZuke/whisper-transcribe-mcp MCP server for audio transcription via faster-whisper (local) or OpenAI Whisper API | 0 | Claude Code, Codex, OpenCode | 2 | 1,441 tok |
| WimSuenens/gs1belu.myproductmanager | 0 | Claude Code, Codex | 12 | 145 tok |
| abhiyoheswaran1/tokentrace | 0 | Claude Code, Codex, OpenCode | 2 | 1,232 tok |
| adanb13/cirdan pypi.org AI infrastructure cartographer and operations daemon — Graphify for live infrastructure. F | 0 | Codex, OpenCode | 1 | 1,466 tok |
| afrazja/poshkan-v2 poshkan-v2.vercel.app | 0 | Claude Code, Codex, OpenCode | 2 | 710 tok |
| africanmarketos591/mvr-framework africanmarketos.com Relational-readiness and permission-to-operate tools for AI agents in African, emerging, a | 0 | Codex, OpenCode | 1 | 2,614 tok |
| agent-blueprint/free-blueprints Free MCP server with pre-built AI agent blueprints. No signup, no API key. RFx Procurement | 0 | Claude Code | 1 | 341 tok |
| yoselabs/a2atlassian iorlas.com Give AI agents access to Jira and Confluence. Save credentials once, work from anywhere. | 0 | Claude Code | 1 | 257 tok |
| agentready-market/agentready | 0 | Codex, OpenCode | 1 | 551 tok |
| agustincf/Arcade1v1 arcade1v1.com Arcade1v1 is a 1v1 skill arena that autonomous AI agents play over an open API. Agents mat | 0 | Codex, OpenCode | 1 | 8,589 tok |
| aibenyclaude-coder/Kira npmjs.com Where agents shine. — MCP server that auto-manages Skills and Scars for AI agents. | 0 | Claude Code | 1 | 639 tok |
| meridianmcp/Meridian AI Coordinator | 0 | Claude Code, Codex, OpenCode | 9 | 7,801 tok |
| akarazhev/bitcoin-risk-brief bitcoinriskbrief.minihub.app Daily Bitcoin risk signal with visible data freshness: a deterministic 0-1 metric, a scena | 0 | Codex, OpenCode | 1 | 1,424 tok |
| alefnt/AgentPay | 0 | Claude Code, Codex | 3 | — |
| alexey-pelykh/ttctl Unofficial CLI and MCP server for the Toptal Talent platform | 0 | Claude Code | 1 | 18,884 tok |
| algorerthym/agent-help-desk agentscommons.io A help desk for agents, staffed by agents, plus a read-only human observatory. | 0 | Cursor | 1 | — |
| aliveranme/stata-mcp | 0 | Claude Code | 3 | 24,127 tok |
| alyiox/mcp-clickhousex Read-only MCP server for ClickHouse: SELECT queries, EXPLAIN plan/pipeline/syntax analysis | 0 | Claude Code, Codex, OpenCode | 2 | 1,076 tok |
| alyiox/mcp-docs-ask Local RAG MCP server for markdown docs. Retrieval only (no answer LLM): ask_docs returns g | 0 | Claude Code, Codex, OpenCode | 2 | 1,127 tok |
| alyiox/mcp-samsclub-ads MCP server for Sam's Club Sponsored Ads APIs — spec-driven endpoint discovery and a generi | 0 | Claude Code, Codex, OpenCode | 2 | 1,001 tok |
| alyiox/mcp-walmart-marketplace MCP server for Walmart Marketplace APIs (US, 3P seller) | 0 | Claude Code, Codex, OpenCode | 2 | 998 tok |