3,584 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 agents8,442Claude Code6,875Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| floytra-dev/ultra-max-token-burner akapust.in Turn dangerously efficient prompts into manager-visible AI work. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 3 | 437 tok |
| nananaman/DuckDB-RAG-MCP-Sample | 4 | Claude Code | 1 | 262 tok |
| Shreyas-prog108/shreyas-skills Personal engineering skill framework for agentic AI development(Inspired by Karpathy) — fo | 4 | Claude Code, Codex, GitHub Copilot, Cursor, OpenCode | 4 | 282 tok |
| AMDResearch/ai4science-studio How-to guides and AMD/ROCm optimization recipes for open AI-for-science models. | 4 | Claude Code, Codex, Cursor, OpenCode | 34 | 2,248 tok |
| Rebell-Leader/SpatialAI_MCP Empowering spatial transcriptomics research by providing AI agents with a standardized int | 4 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 8 | 9,039 tok |
| the-hooman-loop/anti-slop-kit Portable, tool-agnostic Agent Skills and prompt cards for using AI without generic, unveri | 4 | Codex, OpenCode | 1 | 338 tok |
| HOKOCORP/hoko-agent-guidelines HOKO Corp standard behavioral guidelines to reduce common LLM coding mistakes | 4 | Claude Code | 1 | 1,028 tok |
| Ayont/ayontclaudian ayontclaudian — Obsidian plugin embedding Claude Code, Codex, Antigravity & Kimi coding-ag | 4 | Claude Code, Codex, OpenCode | 2 | 4,458 tok |
| supavec/mcp-server supavec.com | 4 | Claude Code | 1 | 612 tok |
| izaitsevfb/claude-pytorch-treehugger MCP harness for PyTorch HUD API https://hud.pytorch.org/ | 4 | Claude Code | 1 | 2,964 tok |
| loong95/javadoc-mcp An MCP (Model Context Protocol) server that lets AI assistants browse JavaDoc documentatio | 4 | Codex, OpenCode | 1 | 530 tok |
| isaaccorley/planetary-computer-mcp A MCP Server for querying and downloading satellite imagery from the Planetary Computer ST | 4 | Codex, OpenCode | 1 | 1,493 tok |
| mayank-ketkar-sf/ClaudeJupy ML Jupyter MCP server with thoughtful execution framework for Claude Code integration | 4 | Claude Code | 1 | 1,005 tok |
| leogue/StockMCP A Model Context Protocol (MCP) server providing real-time stock market data and financial | 4 | Claude Code | 1 | 733 tok |
| dhofheinz/mcp-comfyui-flux A fully containerized MCP (Model Context Protocol) server for generating images with FLUX | 4 | Claude Code | 5 | 4,419 tok |
| Apofenic/mcp-prompt-router Local LLM prompt routing and context compression | 4 | GitHub Copilot | 3 | 2,732 tok |
| paolodalprato/ollama-mcp-server Self-contained MCP server for comprehensive Ollama management with zero external dependenc | 4 | Claude Code | 1 | 1,307 tok |
| PaulMRamirez/yamcs-mcp-server Model Context Protocol (MCP) Server for Yamcs Mission Control System | 4 | Claude Code | 1 | 2,054 tok |
| aether-platform/supervisord-mcp The Model Context Protocol (MCP) Server for Supervisord. https://supervisord.org/ | 4 | Claude Code | 1 | 1,029 tok |
| robino16/codeembed pypi.org Embeds your codebase into a local vector database and exposes it as an MCP tool for fast s | 4 | Codex, OpenCode | 1 | 165 tok |
| Dorkside/siteone-mcp-server MCP (Model Context Protocol) server written in TypeScript that wraps the SiteOne Crawler C | 4 | Claude Code | 1 | 749 tok |
| civicteam/x402-mcp X402 payment integration for Model Context Protocol (MCP) | 4 | Claude Code | 1 | 357 tok |
| Eleven-Mouse/MCP-server A pure Java MCP (Model Context Protocol) Server implemented from scratch without depending | 4 | Claude Code | 2 | — |
| identimoji/mcp-server-emojikey MCP Server for emojikey.io ... save your unique relationship state and interaction style w | 4 | Claude Code | 1 | 260 tok |
| ragingwind/web-llm-mcp-server MCP Server for web-llm | 4 | Claude Code | 1 | 847 tok |
| p-meier/northdata-connectors Generic NorthData API wrapper: Python CLI, MCP server, and Claude Skill. | 4 | Claude Code | 1 | 1,368 tok |
| cyanheads/openfda-mcp-server npmjs.com Query FDA data on drugs, food, devices, and recalls via openFDA. STDIO or Streamable HTTP. | 4 | Claude Code, Codex, OpenCode | 2 | 16,122 tok |
| aws-samples/sample-mcp-server-automation | 4 | Claude Code | 1 | 2,751 tok |
| dl1683/ickyMCP Multi-tenant RAG MCP Server for semantic document search | 4 | Claude Code | 1 | 859 tok |
| u2n4/video-url-analyzer-mcp MCP server to analyze YouTube, TikTok & Instagram videos from URL — transcripts, AI insigh | 4 | Claude Code, Codex, OpenCode | 2 | 3,962 tok |
| cyanheads/crossref-mcp-server npmjs.com Resolve DOIs, search ~188M scholarly works, and fetch references via the Crossref REST API | 4 | Claude Code, Codex, OpenCode | 2 | 20,436 tok |
| cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger | 4 | Claude Code, Codex, OpenCode | 2 | 21,104 tok |
| nikulk2992-jpg/prismhr-mcp Open-source Model Context Protocol server for PrismHR + agentic AI. Maintained by Simploy. | 4 | Claude Code | 1 | — |
| tracegazer/invgate-service-desk-mcp pypi.org MCP server for the InvGate Service Desk API — exposes InvGate Service Desk operations as M | 4 | Claude Code | 1 | 536 tok |
| CrossRead/scholion crossread.github.io Local health insights for patients and clinicians. Connect lab trends, genetics, prescript | 4 | Claude Code | 1 | 4,595 tok |
| alinotfoundbtw/sounding Governance for agent instructions: audit, score, and pin MCP servers, Agent Skills, and pr | 4 | Claude Code | 1 | 1,750 tok |
| prosperkartik/hostaway-mcp Open-source Model Context Protocol (MCP) server for the Hostaway PMS - connect Claude to | 4 | Claude Code | 1 | 2,668 tok |
| HasanJahidul/localhost-mcp MCP server: inspect, manage, kill local dev servers. Stop guessing what's on :3000. | 4 | Claude Code | 1 | 1,045 tok |
| Aryanacoder/superragskills The #1 skill you need before building any production grade RAG | 4 | Claude Code, Codex, OpenCode | 2 | 280 tok |
| tommyvo/useful-prompts A collection of useful prompts to use for coding. | 4 | Claude Code, Codex, GitHub Copilot, OpenCode | 2 | 6,107 tok |
| harnyk/mcp-telegram-notifier A Model Context Protocol (MCP) server that enables AI agents to send messages, photos, doc | 4 | Claude Code | 1 | 480 tok |
| jerrelblankenship/jb-kibana-mcp Model Context Protocol (MCP) server for Kibana integration - enables AI assistants to inte | 4 | Claude Code | 1 | 1,138 tok |
| Juanmidev1/synapse-code-mcp Model Context Protocol server for code intelligence. Lets AI assistants explore your codeb | 4 | Claude Code | 1 | 1,213 tok |
| tternquist/marklogic-mcp | 4 | Claude Code | 15 | 4,056 tok |
| labjp-mcp/cncf-tech-advisor-mcp MCP Server for CNCF Technology Advisor - AI-powered cloud native guidance | 4 | Claude Code | 1 | 1,730 tok |
| aeoess/agent-passport-mcp aeoess.com MCP server for the Agent Passport System. Identity, delegation, enforcement, and signed re | 4 | Claude Code, Codex, OpenCode | 2 | 946 tok |
| HarperZ9/telos harperz9.github.io Local MCP server and CLI for AI agents: read web pages and public APIs, triage GitHub Acti | 4 | Codex, OpenCode | 1 | 231 tok |
| JeongSeongMok/tossinvest-openapi-mcp jeongseongmok.github.io An MCP server (stdio) that helps AI agents easily explore and integrate with the Toss Secu | 4 | Claude Code | 1 | 612 tok |
| dmmdea/offload-harness Delegate summarize/classify/extract/triage to a FREE local Gemma-4 cascade via llama.cpp. | 4 | Claude Code, Codex, OpenCode | 2 | 6,116 tok |
| crimx/skills A collection of agent skills I use in real work. | 4 | Codex, OpenCode | 1 | 393 tok |