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 |
|---|---|---|---|---|
| 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 |
| xeonvs/DDR-Price-MCP Lightweight Model Context Protocol (MCP) server that caches and serves weekly DDR/DRAM mem | 1 | Codex, OpenCode | 1 | 893 tok |
| arvid-berndtsson/Chess-MCP arvid.tech A powerful chess engine and game server built with the Model Context Protocol (MCP). Play | 1 | Cursor | 1 | 603 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 |
| TheNovaNodes/google-jules-mcp Integration module for Google Jules cloud workers via Model Context Protocol. | 1 | Codex, OpenCode | 1 | 1,289 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 |
| dongzhaohe321418-lab/zemax-mcp Local Web GUI for reproducible chick/human-eye illumination experiments with guided OpticS | 1 | Codex, OpenCode | 1 | 205 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 |
| moliver28/corpus-kb Local RAG system with MCP tools for agentic code editors. AST-aware chunking, hybrid searc | 1 | Claude Code, Codex, OpenCode | 27 | 3,940 tok |
| ZhaoLLe/mcp-bridge A dynamic MCP (Model Context Protocol) service bridge that supports dynamic registration o | 1 | Claude Code | 1 | 1,061 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 |
| success-meta-1/fraud-detection-mcp | 1 | Claude Code | 1 | 7,478 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 |
| Killian-Filippov/CodeGB MCP server that provides structured repository context for AI coding agents. | 1 | Codex, OpenCode | 1 | 1,841 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 |
| Jordonh18/fastmail-mcp-server fastmail.jordonh.me A Model Context Protocol (MCP) server for Fastmail. Enables any MCP-compatible AI assistan | 1 | GitHub Copilot | 1 | 2,637 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 | 12,206 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 |
| ragna-ai/mcp-google-vertex A Model Context Protocol (MCP) server that provides AI-powered image and video generation | 1 | GitHub Copilot | 1 | 244 tok |
| sceiler/toolcall Create MCP (Model Context Protocol) servers with zero boilerplate | 1 | Claude Code | 1 | 502 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 |
| Joncallim/pdf-inline-image-rag-mcp MCP server for searchable PDF text databases with inline image extraction and exact image | 1 | Codex, OpenCode | 1 | 551 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 |
| 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 |
| dduartee/mcp-searxng-local MCP server for local web search via SearXNG with optimized GitHub fetching | 1 | Codex, OpenCode | 1 | 1,218 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 | 239 tok |
| damienbenveniste/substack-mcp damienbenveniste.github.io Draft-only MCP server for validating and managing Substack newsletter drafts. | 1 | Codex, OpenCode | 1 | 1,203 tok |
| dziuba0x/flario MCP server for Flare Network: FTSO price feeds, FDC cross-chain attestations, FAssets stat | 1 | Claude Code | 1 | 2,136 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 | — |
| matdev83/patch-file-mcp-fork Agent‑ready MCP server for precise, cross‑model file edits. Improves context management an | 1 | Codex, OpenCode | 1 | 664 tok |
| danjam/mcp-gemini A Model Context Protocol (MCP) server that gives AI assistants access to Google's Gemini m | 1 | Claude Code | 1 | 911 tok |
| marcmodin/mcp-prompt-server A demo of a universal prompt mcp that serves custom prompts that can be used in multiple A | 1 | Claude Code, Codex, OpenCode | 5 | 374 tok |
| Miraculix2050/LoxBerry-Plugin-MCP-Server MCP-Server für Loxone und LoxBerry – lokal, berechtigungsbasiert und ohne eigenen Cloud-Di | 1 | Codex, OpenCode | 1 | 688 tok |
| xbill9/tpu-skill-claude Claude Code skill + MCP server for managing Google Cloud TPU capacity and Gemma 4 vLLM ser | 1 | Claude Code, Gemini CLI | 3 | 2,487 tok |
| rodriguesscaio/simple-server-mcp Simple server MCP with memory data to provide context to a LLM. | 1 | Claude Code | 1 | 903 tok |
| John-CEO-HQ/cockroachdb-x-aws-hackathon john.ceo The memory layer behind John CEO - durable agent memory with CockroachDB VECTOR + AWS Lamb | 1 | Codex, OpenCode | 1 | 530 tok |