2,458 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 docs2,297Research2,295
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| leanzero-srl/leanzero-mcp-doc-processor leanzero.net This is a Model Context Protocol server that helps you work with PDF, DOCX, and Excel file | 1 | Claude Code | 1 | 12,227 tok |
| qxbao/qldt-hanu-mcp Model Context Protocol (MCP) server for QLDT HANU — the student management system of Hanoi | 1 | Claude Code | 1 | — |
| lidless-labs/n8nctrl lidless.dev n8n automations are locked behind its own UI. n8nctrl hands workflow inspect, validate, ru | 1 | Claude Code, Codex, OpenCode | 2 | 1,673 tok |
| utenadev/qwencode-mcp-server QwenCode MCP Server - Model Context Protocol integration for Qwen | 1 | Claude Code, Gemini CLI | 2 | 3,113 tok |
| aud1ence/obsidian-wiki-mcp MCP server implement Karpathy's LLM Wiki pattern | 1 | Claude Code, Codex, OpenCode | 2 | 1,899 tok |
| blueshiftlabs-ai/mcp-mssql-server MCP (Model Context Protocol) server for Microsoft SQL Server integration built with NestJS | 1 | Claude Code | 1 | 845 tok |
| KKonstantinov/graphql2mcp graphql2mcp.vercel.app Convert any GraphQL API into an MCP server. CLI proxy or library mode. | 1 | Claude Code | 1 | 528 tok |
| BASIC-BIT/soundiiz-mcp Local-first MCP server for safe AI access to Soundiiz syncs and SmartLinks. Read-only by d | 1 | Claude Code, Codex, OpenCode | 2 | 1,903 tok |
| reposit-bot/reposit-mcp reposit.bot MCP (Model Context Protocol) server for Reposit - community knowledge sharing for AI agent | 1 | Claude Code | 1 | 772 tok |
| Nikeandocean/carbon-factor-matcher MCP server for intelligent emission factor matching using LLM-powered semantic search | 1 | Claude Code | 1 | 962 tok |
| solentlabs/ai-journal-mcp pypi.org Journal engine and MCP server: capture, structure, and ask questions of your work journals | 1 | Claude Code | 2 | 941 tok |
| bliss-fox/rag-knowledge-assistant Production-grade Agentic RAG system — ReAct Agent · hybrid retrieval · MCP protocol · end- | 1 | Claude Code, Codex | 10 | — |
| ZhaoLLe/mcp-bridge A dynamic MCP (Model Context Protocol) service bridge that supports dynamic registration o | 1 | Claude Code | 1 | 1,061 tok |
| marc-shade/enhanced-memory-mcp A high-performance memory management system for AI agents using SQLite with zlib compressi | 1 | Claude Code | 1 | 2,780 tok |
| rbj2000/mcp-crawl4ai-rag Database-agnostic MCP server for web crawling and RAG with support for Supabase, SQLite, P | 1 | Claude Code | 1 | 3,830 tok |
| mlauf-labs/saga-core SAGA - a self-organizing, AI-native document archive (core backend: ingestion, LLM enrichm | 1 | Claude Code, Codex, OpenCode | 2 | 1,666 tok |
| abrahamADSK/fpt-mcp MCP server for Autodesk Flow Production Tracking — full ShotGrid API access with RAG searc | 1 | Claude Code | 1 | 9,499 tok |
| success-meta-1/fraud-detection-mcp | 1 | Claude Code | 1 | 7,478 tok |
| AojdevStudio/simple-memory-mcp A lightweight Model Context Protocol (MCP) server that provides persistent knowledge graph | 1 | Claude Code | 7 | 2,148 tok |
| SourceShift/osf-mcp-server An MCP (Model Context Protocol) server for interacting with the [Open Science Framework (O | 1 | Claude Code | 1 | 892 tok |
| wjuliein-dotcom/figma-bridge An MCP (Model Context Protocol) tool that retrieves design node data from Figma and conver | 1 | Claude Code | 1 | 3,341 tok |
| VXConsulting/claude-rag-mcp MCP server providing RAG context and failure capture for Claude Code | 1 | Claude Code | 1 | 602 tok |
| bastiaan365/mcp-it-ops MCP server for IT operations — query Active Directory, manage Intune devices, check M365 h | 1 | Claude Code | 2 | 2,036 tok |
| johnzfitch/raley-bot A grocery shopping assistant that wraps a grocery store’s web API with intelligent product | 1 | Claude Code | 1 | 1,211 tok |
| SolanceLab/arachne-discord-mcp One Discord bot, unlimited AI identities. Multi-tenant MCP server with per-entity encrypti | 1 | Claude Code | 1 | 531 tok |
| henrychong-ai/mcp-neo4j-knowledge-graph henrychong.com Neo4j knowledge graph MCP server with temporal versioning, semantic search, and vector emb | 1 | Claude Code | 1 | 8,213 tok |
| Genealogy-MCP/wikitree-mcp ghcr.io MIRROR - Development at https://gitlab.com/genealogy-mcp/wikitree-mcp | 1 | Claude Code | 1 | 1,695 tok |
| kascoded/kas-fastmcp A production-grade FastMCP server that wraps the Notion API as MCP tools. Exposes 15 tool | 1 | Claude Code | 1 | 924 tok |
| pghoya2956/Google-Drive-MCP-Server A Model Context Protocol (MCP) server that provides secure, scoped access to Google Drive | 1 | Claude Code | 1 | 2,247 tok |
| SinoEdwards/mail-agent-mcp Local-first email MCP server for Gmail and QQ Mail with secure OAuth, IMAP search/read, at | 1 | Claude Code, Codex, OpenCode | 2 | 967 tok |
| kud/mcp-opencode kud.io 🔮 Query any model configured in opencode from Claude — zero API keys, auto-starts the ser | 1 | Claude Code | 1 | 21 tok |
| sceiler/toolcall Create MCP (Model Context Protocol) servers with zero boilerplate | 1 | Claude Code | 1 | 502 tok |
| pahar0/mcp-server-splunk A Model Context Protocol server for Splunk - search, manage, and analyze Splunk data via L | 1 | Claude Code | 1 | 1,195 tok |
| IronAdamant/Trammel Stdlib-only planning and execution harness for LLM-assisted coding: dependency-aware decom | 1 | Claude Code | 1 | 1,470 tok |
| stephaneberle9/mcp-server-vegalite-viewer A Model Context Protocol (MCP) server that enables creating and displaying interactive dat | 1 | Claude Code | 1 | 460 tok |
| adamrdrew/applescript-mcp A Model Context Protocol (MCP) server that provides LLM access to macOS AppleScript automa | 1 | Claude Code | 1 | 784 tok |
| zhyx12/projtool Python package + Claude Code MCP server for running ML experiments across a local dev mach | 1 | Claude Code, Codex, OpenCode | 2 | 5,991 tok |
| artificemachine/obsidian-semantic-mcp MCP server for Obsidian with semantic search, vector embeddings via pgvector, and Claude C | 1 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 1,743 tok |
| Daniil-Sokolskiy/mnemex Your second brain, curated by an LLM. Books in, structured wiki out — an MCP toolkit for C | 1 | Claude Code | 1 | 496 tok |
| AceDataCloud/OpenAIMCP MCP server for OpenAI API (chat, image, embeddings) via Ace Data Cloud. | 1 | Claude Code | 1 | 349 tok |
| datarian/mcp-coco A context engine implemented through cocoindex with a minimal MCP server in front. | 1 | Claude Code, Codex, OpenCode | 6 | 169 tok |
| krishddd/social_dive Social Dive 🤿 — Agentic internet-access layer. Read and search 16+ internet sources (arXi | 1 | Claude Code | 1 | 521 tok |
| flic/node-red-contrib-mcp-server Generic Model Context Protocol (MCP) server nodes for Node-RED: expose flows as MCP tools | 1 | Claude Code | 7 | — |
| thejavapirate/model-context-stream thejavapirate.github.io Living, event-driven MCP server: durable context streams, task queue with exactly-once cla | 1 | Claude Code, Codex, OpenCode | 2 | 1,987 tok |
| noelroehrig/onenote-mcp A local MCP (Model Context Protocol) server that lets LLMs read and edit pages in the OneN | 1 | Claude Code | 1 | 423 tok |
| teta-pi/mcp mcp.tetapi.dev MCP server exposing the TETA+PI verified entity registry to AI agents — 7 tools: search, r | 1 | Claude Code | 1 | 260 tok |
| ianlyoo/K-invest ianlyoo.github.io Read-only investment data MCP server for web LLMs — aggregate Toss Securities, KIS, SEC ED | 1 | Claude Code | 2 | 637 tok |
| drscotthawley/slmn drscotthawley.github.io Slammin' Language Model Nuggets: sundry utils + MCP | 1 | Claude Code | 1 | — |
| chinesewebman/mnelo Local-first knowledge-graph memory layer for AI agents — what Mem0 charges for: 4-way RRF | 1 | Claude Code | 2 | — |
| fbereilh/cellar AI-agent-first interactive notebook environment (Jupyter-compatible, SvelteKit, MCP agent | 1 | Claude Code | 2 | 3 tok |