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 |
|---|---|---|---|---|
| mattmre/EVOKORE-MCP-PUBLIC EVOKORE-MCP — a multi-server Model Context Protocol aggregator with skill discovery, HITL | 3 | Claude Code | 7 | — |
| AiAgentKarl/aviation-mcp-server MCP server for aviation data — Live flight tracking, airport weather, airline info | 3 | Claude Code | 1 | 273 tok |
| jvanmelckebeke/mcp-synaptic Memory-enhanced MCP server with local RAG database and expiring memory capabilities | 3 | Claude Code | 1 | 5,659 tok |
| Juanmidev1/synapse-code-mcp Model Context Protocol server for code intelligence. Lets AI assistants explore your codeb | 3 | Claude Code | 1 | 1,213 tok |
| longevitycoach/bloodtest-mcp-server A comprehensive health coaching system that combines blood test analysis with evidence-bas | 3 | Claude Code | 1 | 1,056 tok |
| johnneerdael/google-mailpilot johnneerdael.github.io A Gmail IMAP/SMTP Client for AI Agents with Calendar Integration | 3 | Codex, OpenCode | 1 | 4,322 tok |
| harmonicabot/harmonica-mcp MCP server for Harmonica deliberation sessions — create, query, and analyze sessions from | 3 | Claude Code | 1 | 2,795 tok |
| tternquist/marklogic-mcp | 3 | Claude Code | 14 | 3,875 tok |
| labjp-mcp/cncf-tech-advisor-mcp MCP Server for CNCF Technology Advisor - AI-powered cloud native guidance | 3 | Claude Code | 1 | 1,227 tok |
| willorn/mcp-yashan An MCP (Model Context Protocol) server for connecting to YashanDB, enabling AI assistants | 3 | Codex, OpenCode | 1 | 535 tok |
| mohamedelamraoui1/mcp-shell-server-example A beginner-friendly example MCP server built with the official Python SDK. Demonstrates ex | 3 | Claude Code | 1 | — |
| skyphusion-labs/search-mcp Cloudflare AI Search toolkit: MCP server, streaming /ask Worker, docs widget, and git-to-R | 3 | Claude Code | 1 | 1,297 tok |
| franciscpd/mcp-server-gmail MCP server for Gmail — read, search, send, reply, forward emails and manage labels using j | 3 | Claude Code | 1 | 800 tok |
| 1235ggb/deepseek-eyes Give DeepSeek eyes — use MCP to enable visionless DeepSeek to recognize images, compatible | 3 | Claude Code | 1 | 740 tok |
| cyanheads/worldbank-mcp-server npmjs.com Query 29,500+ World Bank development indicators for 200+ countries across 60+ years via MC | 3 | Claude Code, Codex, OpenCode | 2 | 11,926 tok |
| cyanheads/wikidata-mcp-server npmjs.com Search and fetch Wikidata entities, execute SPARQL queries, and resolve external identifie | 3 | Claude Code | 1 | 5,463 tok |
| jordanburke/ssh-client-mcp-server MCP server exposing SSH control for Linux servers via Model Context Protocol. | 3 | Claude Code | 1 | 1,373 tok |
| craigjmidwinter/mail-muncher craigjmidwinter.github.io An email client for AI agents. Filtered, read-only Gmail delivered to disk as .eml + markd | 3 | Claude Code, Codex, OpenCode | 2 | 1,325 tok |
| catalyst-cooperative/agent-skills Coding agent skills designed to help users work with PUDL data and the PUDL data processin | 3 | Claude Code, Codex, OpenCode | 2 | 3,628 tok |
| maybeswapnil/enterprise-mcp Enterprise-grade Model Context Protocol (MCP) server with ServiceNow integration and healt | 3 | GitHub Copilot | 1 | 216 tok |
| dhannusch/smart-web-crawler-mcp A Model Context Protocol (MCP) server built on Cloudflare Workers that provides intelligen | 3 | Claude Code | 1 | 961 tok |
| Quinncuatro/jane-mcp-server Jane is a Model Context Protocol (MCP) server that provides a knowledge management system | 3 | Claude Code | 1 | 1,202 tok |
| Unveil-gg/twine-mcp Unofficial MCP server for Twine | 3 | Codex, OpenCode | 1 | 219 tok |
| yanlingLabs/video-extract-mcp Local-first MCP server for video: download any video from almost any URL, or get a transcr | 3 | Claude Code | 1 | 3,803 tok |
| yuyou-dev/Ikea-model-collector Codex-first Agent Skill for verified, local-only IKEA GLB research collections; no IKEA mo | 3 | Codex, OpenCode | 1 | 333 tok |
| HarperZ9/forum harperz9.github.io Coordinate agent fleets: routing, quality checks, prose contracts, and a replayable hash-c | 3 | Claude Code, Codex, OpenCode | 2 | 458 tok |
| karbassi/slack-mcp MCP server exposing 193 Slack Web API methods as tools for AI agents | 3 | Claude Code | 2 | 726 tok |
| Sagargupta16/bedrock-multi-model-mcp MCP server for AWS Bedrock - text, image, video, and embeddings across Claude, Llama, Mist | 3 | Claude Code | 1 | 1,161 tok |
| nusabyte-my/jebat-core jebat.online JEBAT v8.2.1: sovereign AI workstation with a self-hosted WebUI, governed agents, persiste | 3 | Codex, OpenCode | 1 | 413 tok |
| brandonkramer/trelly Trello CLI + MCP server with multi-profile auth. JSON output for scripts and AI agents. | 3 | Codex, OpenCode | 1 | 1,084 tok |
| JohannesHoppe/x-autonomous-mcp MCP server for the X (Twitter) API — with built-in safety rails for autonomous operation. | 3 | Claude Code | 1 | 2,139 tok |
| amichae2/Math_MCP MCP server capable of advanced math operations | 3 | GitHub Copilot | 1 | 298 tok |
| StuMason/m365-mcp stumason.dev MCP server for Microsoft 365. Manage mail, calendar, OneDrive, Teams and more through AI a | 3 | Claude Code | 1 | 1,965 tok |
| everclear077/dsh-progressive-tools Progressive tool discovery for DeepSeek Harness — tiny stable surface, searchable catalog, | 3 | Claude Code, Codex, OpenCode | 2 | 854 tok |
| franciscorizzo/GxObjGen-install | 3 | Claude Code | 2 | 1,361 tok |
| xwiki/xwiki-dev-llm Shared LLM resources for developers | 3 | Claude Code | 1 | 2,219 tok |
| jonanderson10/enhanced-opencode-prompt-stack A provider-agnostic replacement for OpenCode's built-in system prompts with best practices | 3 | Codex, OpenCode | 1 | 576 tok |
| rmosleydb/databricks-agentic-app-workshop Workshop: From Prompt to Production - Hardening an AI Customer Support Agent on Databricks | 3 | Claude Code | 1 | 1,390 tok |
| Bokai-Zhao/Pathology-Wiki | 3 | Claude Code | 6 | 8,365 tok |
| armchairdeity/mcp-server-scpi The Python-powered SCPI/VISA hardware instrument interface for the Model Context Protocol. | 3 | Claude Code | 2 | — |
| idfkit/idfkit-mcp mcp.idfkit.com 🤖 Model Context Protocol (MCP) server for EnergyPlus building energy simulation | 3 | Claude Code | 1 | 756 tok |
| cyanheads/internet-archive-mcp-server npmjs.com Search the Wayback Machine and IA library (40M+ items), fetch archived snapshots, retrieve | 3 | Claude Code, Codex, OpenCode | 2 | 11,224 tok |
| cyanheads/socrata-mcp-server npmjs.com Search and query government open-data portals (Socrata SODA API) via MCP. STDIO or Streama | 3 | Claude Code | 1 | 5,418 tok |
| salimfadhley/agent-inbox A SQLite mailbox for local LLM agents — one HTTP API, an ActivityStreams messaging model, | 3 | Claude Code, Codex, OpenCode | 2 | 3,720 tok |
| vintik100/bunbrowser Ultra-fast, zero-download Model Context Protocol (MCP) server for browser automation, powe | 3 | Codex, OpenCode | 1 | 1,008 tok |
| Sarks0/mcp-ShellGateway A secure Model Context Protocol (MCP) server that provides Linux shell command execution c | 3 | Claude Code, GitHub Copilot | 2 | 1,413 tok |
| yclenove/mysql-mcp-server A Node.js-based MySQL MCP (Model Context Protocol) server that supports operating MySQL da | 3 | Codex, OpenCode | 1 | 330 tok |
| lyndonkl/graphragmcp A comprehensive Model Context Protocol (MCP) server providing structured access to knowled | 3 | Claude Code | 3 | — |
| labjp-mcp/mcp-sessionize MCP server for Sessionize event data | 3 | Claude Code | 1 | 1,517 tok |
| mokhtarabadi/blowsh-mcp Model Context Protocol (MCP) server for terminal-based, JS-capable web browsing via Browsh | 3 | Codex, OpenCode | 1 | 3,262 tok |