2,460 projects whose own agent configuration covers data and ai. These are not mods to install — they are how the maintainers of these repositories tell an agent what to do, and what to avoid.
All projects Building agents7,510Claude Code6,601Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| cyanheads/cpsc-recalls-mcp-server npmjs.com Search and retrieve US consumer product recalls from the CPSC (Consumer Product Safety Com | 1 | Claude Code, Codex, OpenCode | 2 | 11,858 tok |
| cyanheads/earthquake-mcp-server npmjs.com Search USGS and EMSC seismic data — real-time feeds, event queries, and earthquake counts | 1 | Claude Code | 1 | 5,780 tok |
| ellmos-ai/ellmos-controlcenter-mcp npmjs.com MCP control plane for local server discovery, profile management, capability bundles, dash | 1 | Claude Code, Codex, OpenCode | 2 | 149 tok |
| fieldcure/fieldcure-assiststudio-runner nuget.org Headless LLM task runner — schedule natural language tasks via MCP, execute with any LLM p | 1 | Claude Code | 1 | 2,299 tok |
| hakimjonas/lambe ardaproject.org Total, multi-format query language for structured data (JSON, YAML, TOML, HCL, CSV, XML, M | 1 | Claude Code, Codex, OpenCode | 2 | 2,900 tok |
| hoornet/agentdocs-mcp agentdocs.eu MCP server for AgentDocs (agentdocs.eu) — give any AI agent native tools to read, search, | 1 | Claude Code | 1 | 968 tok |
| haomingkoo/japan-seasons-mcp seasons.kooexperience.com Live Japan seasonal travel MCP and map with 1,700+ places, cherry blossom and autumn folia | 1 | Claude Code | 1 | 1,088 tok |
| jscoobyced/jsc-typescript-ast-mcp A Model Context Protocol (MCP) server that provides an abstract syntax tree (AST) represen | 1 | Claude Code | 1 | 757 tok |
| atriumn/tokencost-dev tokencost.dev LLM Pricing Oracle — MCP server with real pricing data from LiteLLM | 1 | Claude Code | 1 | 288 tok |
| johnanleitner1-Coder/lastminutedeals-api smithery.ai FOR SALE $8K — Production AI travel booking engine. 47 live suppliers, 18 countries, MCP s | 1 | Claude Code, Codex, OpenCode | 2 | 4,265 tok |
| joesaby/doctree-mcp | 1 | Claude Code | 4 | 1,650 tok |
| visus-mcp/visus-mcp Security-first MCP tool. Sanitizes web content before it reaches your LLM. | 1 | Claude Code | 1 | 715 tok |
| lu-zhengda/mcp-python-exec-sandbox pypi.org MCP server for sandboxed Python execution — bubblewrap on Linux, Docker on macOS. PEP 723 | 1 | Claude Code | 1 | 588 tok |
| malkreide/eth-library-mcp MCP Server for ETH Library Zurich – Access 30M+ resources (books, maps, images, archives) | 1 | Claude Code | 3 | 5,892 tok |
| malkreide/swiss-culture-mcp MCP Server for Swiss Cultural Heritage Data (BAK) — ISOS, Living Traditions, Cultural Priz | 1 | Claude Code | 3 | 6,365 tok |
| matematicsolutions/mcp-krs matematicsolutions.com MCP server for Polish KRS (Krajowy Rejestr Sadowy) via official, free Ministry of Justice | 1 | Claude Code, Codex, OpenCode | 3 | 1,021 tok |
| malkreide/swiss-environment-mcp MCP server for Swiss environmental data – air quality (NABEL), hydrology, natural hazards | 1 | Claude Code | 3 | 7,108 tok |
| malkreide/swiss-road-mobility-mcp MCP Server for Swiss road mobility: shared vehicles, EV charging, DATEX II traffic & road | 1 | Claude Code | 3 | 6,483 tok |
| martinfrasch/researchtwin researchtwin.net Federated platform for inter-agentic research discovery. Digital twins of researchers with | 1 | Claude Code | 1 | 590 tok |
| minhhq-a1/odoo-pulse An AI business analyst for your Odoo ERP — one-call reports with verdicts, over MCP | 1 | Claude Code, Codex, OpenCode | 2 | 2,477 tok |
| pijusz/mcp-sanity-images MCP server for uploading local images to Sanity CMS | 1 | Claude Code, Codex, OpenCode | 2 | 732 tok |
| richardofortune/cadloop A closed loop from parametric OpenSCAD source to G-code: two MCP servers plus the verifica | 1 | Claude Code | 1 | 327 tok |
| seomarlboro/digmyname digmyname.com The fastest domain availability MCP server & free API — or the second, dispute it. Check a | 1 | Claude Code | 1 | 1,211 tok |
| theYahia/elma365-mcp npmjs.com MCP server for ELMA365 — BPM, low-code app management (Russia). Part of WWmcp — 46 MCP ser | 1 | Claude Code | 3 | — |
| theYahia/kaiten-mcp npmjs.com MCP server for Kaiten — kanban boards, cards, project management (Russia). Part of WWmcp — | 1 | Claude Code | 1 | — |
| topness-msft/callwright An MCP server that places real phone calls — reservations, appointments, inquiries — on yo | 1 | Claude Code, GitHub Copilot | 2 | 1,472 tok |
| us-all/mlflow-mcp-server MLflow MCP server — experiments, runs, registered models, model versions, logged models (v | 1 | Claude Code | 1 | 3,898 tok |
| vinsonconsulting/limner MCP image generation agent. Foundation of the Limner family. | 1 | Claude Code | 1 | 175 tok |
| andyliszewski/grounding-ai pypi.org Local-first document corpus pipeline for grounded AI agents | 1 | Claude Code | 1 | 9,506 tok |
| srinivasan-sundaresan95/orihime smithery.ai Cross-repo code knowledge graph for Java/Kotlin/JS/TS — MCP server, taint analysis, call g | 1 | Claude Code, Codex, OpenCode | 3 | 1,402 tok |
| Mjvolk3/torchcell Datasets, transformations, and pretrained models for biological cellular systems. | 1 | Claude Code | 39 | 13,338 tok |
| hydroCoderClaud/mcp-hydrocoder-vision mcp-hydrocoder-vision | 1 | Claude Code | 1 | 413 tok |
| floriangrousset/opnsense-mcp-server A Model Context Protocol (MCP) server implementation for managing OPNsense firewalls. This | 1 | Claude Code | 1 | 2,976 tok |
| sergiobayona/file_system_mcp Ruby server implementing Model Context Protocol (MCP) for filesystem operations using the | 1 | Claude Code | 1 | 834 tok |
| sbdk-dev/local-ai-analyst sbdk.dev A reference implementation of a local-first AI-powered analytics assistant, demonstrating | 1 | Claude Code | 1 | 2,076 tok |
| envigoinnovations/subscriby-mcp docs.subscriby.net Subscriby MCP Server Package for Model Context Protocol repository and registry. | 1 | Claude Code | 1 | 890 tok |
| tellmefrankie/news-engine dev.to Autonomous AI news engine — RSS + Naver collection, Claude API analysis, Telegram briefing | 1 | Claude Code | 1 | 3,538 tok |
| gwizards/meshy-mcp-server MCP server for Meshy.ai 3D model generation API | 1 | Claude Code | 1 | 729 tok |
| JakeTRogers/my-awesome-copilot Selfishly opinionated GitHub Copilot prompts, agents, instructions, and skills. | 1 | Claude Code, Codex, GitHub Copilot, OpenCode | 5 | 12,344 tok |
| fernandogarzaaa/chimeralang-mcp ChimeraLang MCP Server — probabilistic types, consensus gates, and hallucination detection | 1 | Claude Code, Codex, OpenCode | 9 | 3,193 tok |
| rayapatiranjithai/prompt-analyzer Live prompt-quality coaching for Claude Code — scores your prompts against documented prom | 1 | Claude Code | 1 | 1,249 tok |
| luisabwk/kraken 🦑 Release the Kraken! A 3-layer architecture template for reliable AI agents in Cursor ID | 1 | Claude Code, Codex, OpenCode | 5 | 4,417 tok |
| w0wl0lxd/tooned transparent TOON re-encoding for AI coding agent tool-call context | 1 | Claude Code, Codex | 1 | — |
| CalvinTTooS/prompt-optimizer Optimize prompts for Claude & Gemini with local, privacy-first PII anonymization: a Window | 1 | Claude Code, Codex, OpenCode | 2 | 3,417 tok |
| MusesCraft/awesome-claude-designCN Traditional Chinese translation of awesome-claude-design — design system templates and pro | 1 | Claude Code | 1 | 3,979 tok |
| Statutecontempt951/obsidian-llm-wiki Convert your Obsidian markdown vault into a six-persona MCP team for local LLM tools to pr | 1 | Claude Code | 1 | 702 tok |
| Alexmacapple/mcp-playbook-dsfr systeme-de-design.gouv.fr Serveur MCP pour le Design System de l'État français (DSFR v1.14) - Génération de composan | 1 | Claude Code | 1 | 2,795 tok |
| armandojaleo/hipercampo Living, local-first memory for Claude built on hypervectors (VSA) — surprise-gated writing | 1 | Claude Code, Codex, OpenCode | 4 | 407 tok |
| qduc/code-rag An MCP server that add semantic code search to your coding agent | 1 | Claude Code, Codex, OpenCode | 2 | 1,354 tok |
| MacromNex/alphafold3_mcp AlphaFold3 MCP server for protein structure prediction, supporting batch prediction | 1 | Claude Code | 1 | 1,023 tok |