3,688 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 agents7,521Claude Code6,606Backend and APIs3,494Languages3,401Planning3,209Git and workflow3,151Code review2,736Memory and context2,361Testing2,351DevOps and cloud2,300Writing and docs2,296Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| 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 |
| adobe-rnd/da-mcp A remote Model Context Protocol (MCP) server for Document Authoring (DA | 4 | Claude Code | 1 | 1,245 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 |
| howdeploy/remorafish Agent-first Web2API and MCP provider framework for authorized LLM web sessions | 4 | Codex, OpenCode | 1 | 795 tok |
| serpro69/pal-mcp-server The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / | 4 | Claude Code, Codex, OpenCode | 3 | 2,849 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 |
| frontsail-ai/aspicio aspicio.frontsail.app DXF and vector-PDF viewer for the web and AI agents — TypeScript parse→tessellate→render e | 4 | Claude Code, Codex, OpenCode | 2 | 2,867 tok |
| jayozer/outscraper-mcp model context protocol for outscraper | 4 | Claude Code | 1 | 546 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/hn-mcp-server npmjs.com Browse Hacker News feeds, threads, and user profiles with full-text search via MCP. STDIO | 4 | Claude Code | 1 | 5,853 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 | 11,318 tok |
| AdelElo13/neuromcp npmjs.com Semantic memory for AI agents — local-first MCP server with hybrid search, governance, and | 4 | Claude Code | 1 | 1,561 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 |
| atomchung/long-run-hybrid-coach paceandstaystrong.com Adaptive running and strength coaching for the long run — a hosted MCP server and Agent Sk | 4 | Claude Code, Codex, OpenCode | 2 | 5,186 tok |
| davidmosiah/eight-sleep-mcp wellness.delx.ai Unofficial Eight Sleep MCP server — give your AI agent your smart-mattress sleep trends, t | 4 | Codex, OpenCode | 1 | 246 tok |
| nikulk2992-jpg/prismhr-mcp Open-source Model Context Protocol server for PrismHR + agentic AI. Maintained by Simploy. | 4 | Claude Code | 1 | — |
| k-vaca/prompt-engineering-skill Research-grounded Agent Skill for writing professional LLM prompts — matches technique to | 4 | Codex, OpenCode | 1 | 158 tok |
| Zachariah9420/embedded-systems-architect augmentclaude.com Evidence-driven embedded systems & edge-AI skill for Claude Code and other agents — vendor | 4 | Codex, Gemini CLI, OpenCode | 2 | 293 tok |
| Neetx/ai-research-radar AI Research Radar — Evidence-Grounded Trend Ledger for AI Systems | 4 | Claude Code, Codex, OpenCode | 3 | 2,905 tok |
| alinotfoundbtw/sounding Governance for agent instructions: audit, score, and pin MCP servers, Agent Skills, and pr | 4 | Claude Code | 1 | 1,750 tok |
| mryll/skills Portable agent skills for AI coding agents — works with Claude Code, OpenAI Codex CLI, Gem | 4 | Claude Code, Codex, OpenCode | 2 | 352 tok |
| cyanheads/noaa-climate-mcp-server npmjs.com Search NOAA CDO stations and datasets, fetch historical weather observations via MCP. STDI | 4 | Claude Code | 1 | 5,741 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 | 848 tok |
| calven-ai/demoverse Grow a fake company's entire sales history across CRM, calls, email and Slack that moves e | 4 | Claude Code, Codex, OpenCode | 7 | 3,794 tok |
| Pablo-gitub/optees optees.it Optees is an open-source desktop toolkit for optimization: LP (SciPy/HiGHS), MILP (OR-Tool | 4 | Claude Code, Codex, OpenCode | 2 | 1,276 tok |
| JayMishra-source/Fantasy-Football-AI-CoManager Complete LLM-agnostic fantasy football automation system with ESPN API integration, MCP se | 4 | Claude Code | 1 | 2,641 tok |
| davidmosiah/fitbit-mcp wellness.delx.ai MCP server for Fitbit — query daily activity, heart rate, sleep, and body data from your F | 4 | Codex, OpenCode | 1 | 152 tok |
| HuginnIndustries/CodeCartographer codecarto.dev Evidence-backed reverse engineering and human-gated software planning for Pi and MCP codin | 4 | Claude Code | 1 | 2,124 tok |
| wallidsaydi-creator/HOM-AIMOS hom.autos Agent-security system built on cryptographically auditable persistent memory, native retri | 3 | Codex, OpenCode | 1 | 231 tok |
| u2n4/video-url-analyzer-mcp MCP server to analyze YouTube, TikTok & Instagram videos from URL — transcripts, AI insigh | 3 | Claude Code, Codex, OpenCode | 2 | 3,850 tok |
| Auctalis/nocturnusai nocturnus.ai Verified knowledge for AI agents. Compress context, extract and store facts, define rules | 3 | Claude Code, Codex, OpenCode | 7 | 8,907 tok |
| a-lottes/aSPARK-graph aspark.lottes.dev A lean, local knowledge graph that joins a repo's code to its aSPARK delivery artifacts (s | 3 | Claude Code | 1 | 3,474 tok |
| marcoaperez/actual-budget-mcp-es MCP server for Actual Budget — LLM-ready financial assistant with correct semantics, unit | 3 | Claude Code | 1 | 2,154 tok |
| AceDataCloud/VeoMCP platform.acedata.cloud MCP server for Google Veo video generation via Ace Data Cloud. | 3 | Claude Code, GitHub Copilot | 2 | 812 tok |
| abe238/hotinai hotin.ai Hot In AI (hotin) — what's hot in AI, from your terminal. Open-source CLI: GitHub + HN + n | 3 | Claude Code | 1 | — |
| abm9111/chamber Ask your own notes. Get answers that cite their sources — and a daily check that tells you | 3 | Claude Code | 1 | 1,351 tok |
| AceDataCloud/FluxMCP MCP server for Flux AI image generation and editing via Ace Data Cloud. | 3 | Claude Code, GitHub Copilot | 2 | 797 tok |
| AceDataCloud/SeedreamMCP MCP server for ByteDance Seedream image generation and editing via Ace Data Cloud. | 3 | Claude Code, GitHub Copilot | 2 | 807 tok |
| cyanheads/crossref-mcp-server npmjs.com Resolve DOIs, search ~155M scholarly works, and fetch references via the Crossref REST API | 3 | Claude Code, Codex, OpenCode | 2 | 11,618 tok |
| cyanheads/brapi-mcp-server npmjs.com A collaborative BrAPI v2.1 workspace for multi-agent research via MCP. Search studies, ger | 3 | Claude Code, Codex, OpenCode | 2 | 16,236 tok |