31,986 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 agents7,699Claude Code6,660Data and AI3,668Backend and APIs3,501Languages3,399Planning3,231Git and workflow3,226Code review2,759Testing2,389Memory and context2,368Writing and docs2,333DevOps and cloud2,313Research2,290Frontend2,267Security2,038Project management1,731
All Claude Code31,986 Codex23,430 OpenCode22,372 GitHub Copilot3,564 Gemini CLI1,915 Cursor1,742 Windsurf150 Kiro84
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| swisstruthorg/swiss-truth-mcp swisstruth.org Verified knowledge base for AI agents via MCP — certified facts with source references, co | 0 | Claude Code | 5 | 391 tok |
| syamaner/coffee-roaster-mcp pypi.org RoastPilot MCP server for coffee-roaster telemetry, controlled actuation, first-crack dete | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 15 | 2,635 tok |
| sylenzor/rigelonchain | 0 | Claude Code | 1 | 1,147 tok |
| symbionix-sl/airstrings-cli airstrings.com AirStrings CLI — manage strings, locales, bundles, and publishing from the terminal | 0 | Claude Code, Codex, OpenCode | 2 | 3,660 tok |
| takeyaqa/PictMCP Pairwise testing for your AI assistant | 0 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 511 tok |
| teabagkim/claude-interview-mode | 0 | Claude Code | 1 | 1,277 tok |
| srotzin/hivegate MCP server for cross-platform agent onboarding. Registers external agents, translates inte | 0 | Claude Code | 1 | 548 tok |
| ssd7830-cmyk/korean-firefighter-law-mcp MCP server combining National Fire Agency public data (fires, emergency care, firefighting | 0 | Claude Code | 2 | 962 tok |
| sseshachala/conduct-cli conductai.ai ConductGuard CLI — AI tool governance hook installer for Claude Code, Codex, and Cursor | 0 | Claude Code | 6 | 136 tok |
| telegraphprotocol/telegraph-mcp | 0 | Claude Code, Codex | 1 | — |
| thatdudealso/musicwire musicwire.5432wire.com Musicwire: x402-monetized music composition & render API for AI agents - compose MusicXML | 0 | Claude Code, Codex, OpenCode | 2 | 1,739 tok |
| theYahia/amocrm-mcp npmjs.com MCP server for amoCRM — leads, contacts, pipelines, tasks (Russia) | 0 | Claude Code | 1 | — |
| theYahia/boxberry-mcp npmjs.com MCP server for Boxberry — delivery points, shipping, tracking (Russia) | 0 | Claude Code | 3 | — |
| theYahia/calltouch-mcp npmjs.com MCP server for Calltouch — call tracking, attribution analytics (Russia) | 0 | Claude Code | 1 | — |
| theYahia/cloudpayments-mcp npmjs.com MCP server for CloudPayments — acquiring, subscriptions, refunds (Russia) | 0 | Claude Code | 1 | — |
| theYahia/gigachat-mcp npmjs.com MCP server for GigaChat — Sber AI chat, embeddings, image generation (Russia) | 0 | Claude Code | 1 | — |
| theYahia/jivosite-mcp npmjs.com MCP server for JivoSite — live chat, visitor tracking, agents (Russia) | 0 | Claude Code | 1 | — |
| sns45/dear-claude | 0 | Claude Code | 1 | 1,363 tok |
| theYahia/roistat-mcp npmjs.com MCP server for Roistat — marketing analytics, ROI tracking (Russia) | 0 | Claude Code | 1 | — |
| theYahia/mts-exolve-mcp npmjs.com MCP server for MTS Exolve — SMS, calls, recordings, Viber (Russia) | 0 | Claude Code | 1 | — |
| theYahia/kontur-focus-mcp npmjs.com MCP server for Kontur.Focus — company search, financials, counterparty check (Russia) | 0 | Claude Code | 1 | — |
| theYahia/sendpulse-mcp npmjs.com MCP server for SendPulse — email campaigns, mailing lists (Russia) | 0 | Claude Code | 1 | — |
| theYahia/sms-ru-mcp npmjs.com MCP server for SMS.RU — SMS sending, delivery status, balance (Russia) | 0 | Claude Code | 2 | — |
| theYahia/superjob-mcp npmjs.com MCP server for SuperJob — vacancy search, employers (Russia) | 0 | Claude Code | 2 | — |
| theYahia/tkassa-mcp npmjs.com MCP server for T-Kassa — payments, refunds, recurring, SBP, receipts (Russia) | 0 | Claude Code | 1 | — |
| theYahia/unisender-mcp npmjs.com MCP server for UniSender — email campaigns, newsletters (Russia) | 0 | Claude Code | 1 | — |
| theYahia/yandex-speechkit-mcp MCP server for Yandex SpeechKit — speech recognition, synthesis (Russia). Part of WWmcp — | 0 | Claude Code | 1 | — |
| thehesiod/aa-mcp MCP server for read-only American Airlines AAdvantage account access via direct API calls | 0 | Claude Code | 1 | 2,327 tok |
| therealtimex/browser-use browser-use.com Make websites accessible for AI agents | 0 | Claude Code | 1 | 2,495 tok |
| theYahia/kaspi-mcp npmjs.com MCP server for Kaspi.kz Shop — orders, products (Kazakhstan) | 0 | Claude Code | 1 | — |
| tje8x/anvx anvx.vercel.app Intelligence layer for token economy routing and orchestration | 0 | Claude Code | 1 | 528 tok |
| turbopress-de/turbometrics-mcp | 0 | Claude Code | 1 | 2,856 tok |
| tydung26/websupport-mcp MCP server for the Websupport REST API — DNS, FTP, hosting, databases, mailboxes, VPS and | 0 | Claude Code | 1 | 1,116 tok |
| uncfreak1255-code/hostaway-mcp Read-only, hospitality-shaped MCP server for Hostaway | 0 | Claude Code, Codex, OpenCode | 2 | 1,658 tok |
| tonylchang/janus-mcp janus-mcp.ns47.com A local MCP server that gives LLMs safe, redacted access to Kubernetes - credentials never | 0 | Claude Code | 1 | 1,151 tok |
| toreva/kit toreva.com SDK, CLI, and MCP connectors for the Toreva gateway. Wire any AI agent to Toreva in minute | 0 | Claude Code, Codex, OpenCode | 2 | 10,835 tok |
| trustscoreagent/trustscoreagent Free, open reputation registry for AI microservices. Agents check trust scores before call | 0 | Claude Code | 1 | 561 tok |
| us-all/dbt-mcp-server dbt MCP server — manifest, run results, sources, freshness, coverage, and DQ result tables | 0 | Claude Code | 1 | 2,273 tok |
| us-all/google-drive-mcp-server Google Drive MCP server — 96 tools for Drive, Docs, Sheets, Slides with Google Workspace a | 0 | Claude Code | 1 | 3,568 tok |
| vaibhavmule/aft.page Hosted deploy + share for agent-built small software (*.aft.page) | 0 | Claude Code, Cursor | 1 | — |
| vasparshin/b2b-outreach-skills | 0 | Claude Code | 19 | — |
| vicseeai/vicsee-mcp-server vicsee.com Official MCP server for the VicSee AI video & image generation API. | 0 | Claude Code | 1 | 1,103 tok |
| vk0dev/agent-claim-mcp Local-first MCP server: parallel AI coding agents (Claude Code, Cursor, Codex) coordinate | 0 | Claude Code | 1 | 220 tok |
| vlad-public-code/org.json-kula.valem valem.run Valem — deterministic reactive computation runtime for AI-generated structured data models | 0 | Claude Code | 1 | 6,810 tok |
| wagamama/apple-app-mcp | 0 | Claude Code, Codex, OpenCode | 2 | 6,318 tok |
| waka4674/shipsaving-mcp MCP Server for ShipSaving logistics platform — shipping rates, labels, orders, tracking & | 0 | Claude Code | 1 | 691 tok |
| withinfocus/statbotics-mcp-server MCP server for Statbotics. | 0 | Claude Code | 1 | 574 tok |
| work0r-ai/agent-kit workorai.com Universal WorkorAI Agent Skill and MCP installer for Codex, Claude Code, OpenCode, and oth | 0 | Claude Code, Codex, OpenCode | 2 | 3,019 tok |
| wujinkim/korea-business-verify | 0 | Claude Code | 1 | 730 tok |
| WYRE-AI/avanan-legacy-mcp MCP server for the Avanan MSP SmartAPI (legacy tenant management) | 0 | Claude Code | 1 | 1,185 tok |