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 |
|---|---|---|---|---|
| ahmad009/IDA-MCP | 0 | Cursor | 1 | — |
| ShreeBohara/recall-leetcode recall-shrees-projects-a339427d.vercel.app Spaced-repetition companion for LeetCode practice — FSRS scheduling, Claude MCP ingestion, | 0 | Claude Code, Codex, OpenCode | 2 | 79 tok |
| Cee62/cicash A budget you lend to an AI agent, not money you give it: bounded, expiring, revocable, aud | 0 | Codex, OpenCode | 1 | 1,240 tok |
| HyperRouteAI/hyperroute-mcp MCP server for HyperRoute — route and run external tools through hyperroute.io from any MC | 0 | Codex, OpenCode | 1 | 1,882 tok |
| kazuki0529/git-readonly-mcp | 0 | GitHub Copilot | 1 | 234 tok |
| RafaDiazRios/pentest-mcp-extended Cloud / API / OSINT MCP server extending kali-mcp for authorized pentesting | 0 | Claude Code | 2 | — |
| dowlings/librechat-mnemonic Automatic, project-scoped memory for LibreChat, backed by a local mnemonic MCP server. | 0 | Codex, OpenCode | 1 | 430 tok |
| hskelp9527-pixel/agnes-image-mcp MCP server giving any AI client image generation and image understanding via the Agnes API | 0 | Codex, OpenCode | 1 | 467 tok |
| XBW-Leo/MODULAR-RAG-MCP-SERVER | 0 | Claude Code, Codex | 9 | — |
| nothariharan/agents-paintbrush Marketing site + waitlist for image-gen MCP — Zerops Challenge entry (web + api + postgres | 0 | Codex, OpenCode | 1 | 74 tok |
| SNSEIxAUGMNTD/whatbox-mcp snseixaugmntd.github.io Security-first MCP server to operate a Whatbox slot over SSH — inspect, manage files & ser | 0 | Claude Code | 1 | — |
| smorand/mcp-htmleditor WYSIWYG HTML editor + MCP server for LLM-assisted presentations and documents (IBM Carbon, | 0 | Codex, OpenCode | 1 | 1,640 tok |
| LittleAndi/smhi-mcp-server MCP server exposing SMHI (Swedish Meteorological and Hydrological Institute) weather forec | 0 | Claude Code | 1 | 1,656 tok |
| mikuare/Code-Ledger Local-first project memory and change intelligence for AI coding agents. Incremental symbo | 0 | Claude Code, Codex, OpenCode | 5 | 13,092 tok |
| robsannaa/storemetrics-mcp Real-time e-commerce analytics MCP server. Agents can self-register a website with one no- | 0 | Codex, OpenCode | 1 | 291 tok |
| giulioleone097/ai-news-platform Piattaforma editoriale AI mobile-first con Next.js, Supabase e MCP | 0 | Claude Code, Codex, OpenCode | 2 | 159 tok |
| tomoki013/appstore-connect-mcp | 0 | Claude Code | 1 | 2,147 tok |
| SamuelBagattin/concerts-paris-mcp A free, public remote MCP server for searching concerts at the Philharmonie de Paris and t | 0 | Claude Code | 4 | 541 tok |
| pego29/mcp-server-python-mskl4du6 Created from render-examples/mcp-server-python template | 0 | Claude Code, Codex, OpenCode | 2 | 841 tok |
| ShiningSugar35/mcp-devbridge | 0 | Codex, OpenCode | 1 | 10,497 tok |
| Imburr-BEL/ninjaone-mcp | 0 | GitHub Copilot | 1 | 858 tok |
| bernardogv/comfyui-mcp MCP server for driving a remote ComfyUI instance from an AI agent — 16 tools: queueing wit | 0 | Claude Code | 1 | 1,424 tok |
| Dans-Plugins/dpc-mcp-server An MCP server for the DPC Zettelkasten — query the knowledge graph and read the commit-pin | 0 | GitHub Copilot | 1 | 577 tok |
| jesspig/git-mcp-server | 0 | Codex, OpenCode | 1 | 1,480 tok |
| meanwebuser/telegram-tt-beauty telegram-tt-beauty.vercel.app Telegram Web fork with proxy-aware transport, BYOK AI, transcription hooks, and browser-bo | 0 | Claude Code, Codex, OpenCode | 2 | 5,833 tok |
| datamathcode/gitea-mcp Local Gitea MCP server | 0 | Codex, GitHub Copilot, OpenCode | 3 | 1,101 tok |
| alcor6502/codifier-mcp MCP server for a versioned registry of rules: per-consumer scopes, admin web UI. OAuth, Ta | 0 | Claude Code | 1 | 2,064 tok |
| prismatic7/MASA MASA — Sound Matter Aware protocol: a local-first, language-neutral contract for describin | 0 | Codex, OpenCode | 1 | 430 tok |
| wensia/agent-bridge MCP server that lets local agents remotely control logged-in ChatGPT sessions in a browser | 0 | Claude Code | 1 | 595 tok |
| PainInTheNic/MCP-Ubuntu MCP server for managing Ubuntu servers over SSH — health checks, services, logs, updates, | 0 | Claude Code | 1 | — |
| AlperTk/ssh-admin MCP server for managing SSH connections to remote servers. | 0 | Codex, OpenCode | 1 | 1,203 tok |
| edxmorales/datadog-aws-mcp Agente MCP para diagnosticar y corregir errores usando Datadog + AWS + Claude Code | 0 | Claude Code | 1 | 2,754 tok |
| crunchypancake1/home-assistant-mcp MCP server exposing a Home Assistant instance as a tool set, running on Cloudflare Workers | 0 | Claude Code | 1 | 1,747 tok |
| crunchypancake1/joplin-mcp MCP server exposing a Joplin note collection as a tool set, running on Cloudflare Workers | 0 | Claude Code | 1 | 1,982 tok |
| 2016judea/small-business-intelligence-mcp sbi-mcp.small-business-intelligence-mcp.workers.dev A free, open source MCP server that knows where the public records are — county parcel lay | 0 | Gemini CLI | 1 | 374 tok |
| crunchypancake1/linkwarden-mcp MCP server exposing a Linkwarden bookmark collection as a tool set, running on Cloudflare | 0 | Claude Code | 1 | 1,544 tok |
| cloudsealed/cloudsealed-mcp MCP server exposing CloudSealed's billing-waste anomaly detector and architecture risk sco | 0 | Codex, OpenCode | 1 | 574 tok |
| hyuga611/llm-safe-sql npmjs.com [Moved to airframe] Let an LLM propose UPDATE/DELETE, run it for real inside a transaction | 0 | Codex, OpenCode | 1 | 758 tok |
| kevynf/akshare-mcp-bridge pypi.org Complete MCP access to AKShare's public APIs, with automatic discovery, deterministic rout | 0 | Codex, OpenCode | 1 | 639 tok |
| krumme/mela-mcp Unofficial read-only MCP connector for the Mela recipe app (macOS) | 0 | Claude Code | 1 | 211 tok |
| GORDIAN12/MCP_docs | 0 | Claude Code | 1 | 363 tok |
| renzocarletti-lang/motion-mcp-server | 0 | Claude Code, Codex, OpenCode | 2 | 1,949 tok |
| sp-daewoon/querytree A visual decision console for Codex, Claude Code, and MCP-compatible AI agents. | 0 | Claude Code, Codex, OpenCode | 2 | 644 tok |
| bjornwalther/statsbudget-mcp MCP server for the Swedish national budget (statsbudgeten). Structured access to budget al | 0 | Claude Code | 1 | 1,225 tok |
| egemeny13/euroleague-analytics website-prototype-liard.vercel.app A validated data warehouse for EuroLeague and EuroCup basketball, built from the public pl | 0 | Claude Code, Codex, OpenCode | 5 | 6,231 tok |
| crozzbite/SkullRender-Agents MCP server: SkullRender Legion agent manifests + skflow_* brief/identity tools (sibling of | 0 | Codex, OpenCode | 1 | 248 tok |
| mgallmur-glitch/qc41-light Bilingual evidence-first sales-call diagnostic for AI agent harnesses | 0 | Codex, OpenCode | 1 | 1,075 tok |
| hanabiovo/Atmosphere777 Self-hosted weather, indoor climate, MCP tools and pixel-style PWA dashboard. | 0 | Codex, OpenCode | 1 | 649 tok |
| awnt9/mcp-netsuite-practice | 0 | Claude Code, Codex, OpenCode | 2 | 1,159 tok |
| VW3st/crypto-monitor Read-only multi-account Bybit dashboard (candles, alerts, strategies, provider-agnostic AI | 0 | Claude Code | 1 | 2,588 tok |