2,460 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 agents7,473Claude Code6,589Backend and APIs3,491Languages3,403Planning3,201Git and workflow3,131Code review2,731Memory and context2,354Testing2,335DevOps and cloud2,298Research2,288Writing and docs2,284
Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro
| Project | Stars | Configures | Files | Always loaded |
|---|---|---|---|---|
| jdevalk/cocktail.glass cocktail.glass 500 cocktail recipes as an Astro site — and an agent-ready MCP server, no API key. | 7 | Claude Code | 1 | 918 tok |
| KUP-IP/the-bridge kup.solutions Native macOS menu-bar app that turns your Mac into an MCP server for Notion AI agents and | 7 | Claude Code, Codex, OpenCode | 2 | 7,290 tok |
| markpasternak/canvas-drop canvas-drop.com Turn web artifacts into tools your team can use. Publish from files or an AI agent, contro | 7 | Claude Code, Codex, OpenCode | 2 | 4,518 tok |
| open-mcp-ai/termcp termcp is an MCP server written in Go that exposes interactive programs to AI Agents as pe | 7 | Claude Code | 1 | 714 tok |
| BjornMelin/qdrant-neo4j-crawl4ai-mcp MCP server combining Qdrant vector search, Neo4j knowledge graphs, and Crawl4AI web intell | 7 | Claude Code | 1 | 2,613 tok |
| magiclane/magiclane-mcp-server developer.magiclane.com A Model Context Protocol (MCP) server enabling AI agents with Magic Lane's location search | 7 | Claude Code, Codex, OpenCode | 2 | 6,103 tok |
| aotakeda/local-lens npmjs.com A 100% local HTTP/MCP server for capturing browser console logs and network requests and s | 7 | Claude Code | 1 | 1,324 tok |
| alessio-web-dev/social-cli-mcp CLI tool and MCP server for posting to multiple social media platforms (Twitter, Reddit, L | 7 | Claude Code | 1 | 2,758 tok |
| OpenAgentHQ/localmem-mcp openagenthq.github.io Local-first, zero-API memory for AI agents. Persistent, private, and yours — runs entirely | 7 | Claude Code | 1 | 1,902 tok |
| K1ta141k/mcp-bench-router MCP server that routes design tasks to designarena.ai's current top-ranked model via OpenR | 7 | Claude Code | 1 | 978 tok |
| unionai-oss/union-mcp | 7 | Claude Code | 1 | 1,841 tok |
| clawnify/greybeard Behavioral guidelines for AI coding agents — drop into CLAUDE.md / AGENTS.md to reduce com | 7 | Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode | 4 | 14,743 tok |
| BENZEMA216/music-analyzer Claude Code plugin — analyze audio files, extract musical features, generate Dreamina prom | 7 | Claude Code | 10 | 632 tok |
| MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, | 7 | Claude Code, Codex, OpenCode | 2 | 2,834 tok |
| malkreide/swiss-transport-mcp MCP Server for Swiss public transport – OJP journey planner, real-time departures, disrupt | 7 | Claude Code | 3 | 5,522 tok |
| hjl2004-10/Agent-Worlds Multi-Agent OS for LLM-powered NPCs — AI characters live, wander, and talk autonomously in | 7 | Claude Code, Codex, OpenCode | 2 | 7,749 tok |
| LeanAndMean/scramjet Model-agnostic coding-agent CLI for command workflows, delegation, subagents, and human-co | 7 | Claude Code | 1 | 11,612 tok |
| supremehui/-Auto-Accounting An AI-powered Android automated expense-tracking tool | 7 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 2,264 tok |
| HighDesertWizard/mdg Mermaid Diagram Guidelines (MDG) — a skill file that makes LLMs dramatically better at gen | 6 | Claude Code | 1 | 88 tok |
| idaibin/skills skills.sh Independent Agent Skills for repository analysis, planning, implementation, review, delive | 6 | Claude Code, Codex, OpenCode | 2 | 1,324 tok |
| cerebrixos-org/tuning-engines-cli CLI & MCP server for Tuning Engines — fine-tune LLMs on code repositories | 6 | Claude Code | 1 | 584 tok |
| cedricziel/aha-mcp A Model Context Protocol (MCP) server that provides seamless integration with Aha.io's pro | 6 | Claude Code | 1 | 11,014 tok |
| ionos-cloud/ionoscloud-mcp This project implements an MCP server to interact with ionos cloud resources. | 6 | Claude Code | 1 | 5,871 tok |
| vassiliylakhonin/agenda-intelligence-md pypi.org Deterministic evidence-packet linter for claim-backed AI output. Reports packet completene | 6 | Claude Code, Codex, OpenCode | 2 | 3,642 tok |
| paolovella/vellaveto Agentic security control plane for MCP and AI agent tool calls. MCP-native policy gateway | 6 | Claude Code | 1 | 9,041 tok |
| beetlebugorg/tekmetric-mcp beetlebugorg.github.io Ask questions about your Tekmetric shop data using natural language. Get instant answers a | 6 | Claude Code | 1 | 385 tok |
| Vincentwei1021/agent-toolbox | 6 | Claude Code | 1 | 1,180 tok |
| VitalyOstanin/youtrack-mcp MCP server for YouTrack: issues, attachments, work items, time reports, knowledge base | 6 | Claude Code, Codex, OpenCode | 2 | 4,661 tok |
| netixc/stremio-mcp pypi.org Python MCP server for TMDB search, Stremio library management, and Android TV playback/con | 6 | Claude Code, Codex, OpenCode | 2 | 1,409 tok |
| alexsvdk/gigaplexity-mcp MCP server that turns GigaChat into a web-connected search assistant with ask, research, a | 6 | Claude Code | 1 | 522 tok |
| lazyants/lexware-mcp-server | 6 | Claude Code | 1 | 1,710 tok |
| patrykkopycinski/elastic-cursor-plugin | 6 | Claude Code, Cursor | 26 | — |
| orq-ai/assistant-plugins docs.orq.ai Coding Agents skills for systematically evaluating LLM pipelines on the orq.ai platform | 6 | Claude Code | 1 | 2,641 tok |
| andrewmarkallen/ClaudeVST ClaudeVST is an AI music production mentor built into Ableton Live as a VST plugin. The go | 6 | Claude Code | 1 | 3,466 tok |
| chicken-noodle-chris/tome Tome is a Claude Code plugin and a CLI tool with skills and scripts to create an llm-wiki | 6 | Claude Code | 1 | 409 tok |
| nguyenvanduocit/confluence-mcp A Go-based Model Context Protocol (MCP) server for integrating AI assistants with Atlassia | 6 | Claude Code | 1 | 825 tok |
| mattias242/mcp-imap-server MCP server for IMAP email access - enables Claude and other LLM applications to read email | 6 | Claude Code | 1 | 1,239 tok |
| shannonbay/Conductor A Model Context Protocol server that gives an LLM agent a persistent, hierarchical task tr | 6 | Claude Code | 5 | 2,468 tok |
| ajbmachon/tool-gating-mcp Implements a tool gating and discovery system to preserve LLM context and focus while havi | 6 | Claude Code | 1 | 917 tok |
| essentialproject/essential-view-builder-mcp This MCP (Model Context Protocol) server provides tools and resources for building high-qu | 6 | Claude Code, Codex, Gemini CLI, OpenCode | 3 | 373 tok |
| dknell/mcp-system-info System Information MCP Server - Real-time system metrics through Model Context Protocol | 6 | Claude Code | 1 | 3,255 tok |
| masseater/gemini-rag-mcp | 6 | Claude Code | 2 | 1,762 tok |
| cristianoaredes/mcp-senado MCP server for Brazilian Federal Senate (Senado Federal) Open Data API - Access legislativ | 6 | Claude Code, Codex, OpenCode | 2 | 3,769 tok |
| shimizu/OSM-GeoJSON-MCP-Server An MCP (Model Context Protocol) server for retrieving OpenStreetMap (OSM) data in GeoJSON | 6 | Claude Code | 1 | 3,804 tok |
| karadhub/jenkins-ai-optimizer Meet the beast of Jenkins MCP with AI-powered diagnostics, and more with Industrial debug | 6 | Claude Code | 1 | 3,078 tok |
| chapmanjw/rutherford-mcp-server Give your AI agent a crew. Model Context Protocol (MCP) tool to delegate, consensus build, | 6 | Claude Code, Codex, OpenCode | 2 | 1,994 tok |
| afairai/afair afair.ai The open-source, self-organizing memory for all your AI tools. Single-tenant, yours, over | 6 | Claude Code, Codex, OpenCode | 2 | 8,545 tok |
| jcode-works/jcode-ragmir ragmir.com Confidential local RAG for your coding agents. | 6 | Claude Code, Codex, OpenCode | 2 | 3,884 tok |
| wesleygriffin/pdfrag An MCP server that provides a RAG database for PDF documents. | 6 | Claude Code | 1 | 2,282 tok |
| TJC-LP/sanzaru Lightweight Multimodal MCP Server built with the OpenAI API | 6 | Claude Code, Codex, OpenCode | 4 | 10,629 tok |