Data and AI

3,691 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 agents7,510Claude Code6,601Backend and APIs3,489Languages3,402Planning3,208Git and workflow3,142Code review2,734Memory and context2,361Testing2,349DevOps and cloud2,296Research2,292Writing and docs2,291

Any agent Claude CodeCodexOpenCodeGitHub CopilotGemini CLICursorWindsurfKiro

ProjectStarsConfiguresFilesAlways loaded
yiouli/pixie-qa Agent skill for AI agent development 8 Claude Code, GitHub Copilot 2 7,490 tok
kanetran29/uigraph npmjs.com Your app generates its own verified UI transition graph — screens as nodes, guarded (event 8 Claude Code 1 36 tok
maxzrff/KnowledgeMCP Model Context Protocol (MCP) server for local vector storage & semantic search (ChromaDB, 8 GitHub Copilot 1 153 tok
speakeasy-api/docs-mcp speakeasy.com Offline-first, performant MCP server for your docs 8 Claude Code, Codex, OpenCode 2 3,134 tok
Detective-XH/DocGraph Govern your documents like code. MCP server that indexes .md/.docx/.html/.pdf into a SQLit 8 Codex, OpenCode 1 1,698 tok
cocaxcode/api-testing-mcp npmjs.com The most complete MCP server for API testing. 27 tools: requests, assertions, flows, OpenA 8 Claude Code 1 959 tok
MetriLLM/metrillm metrillm.dev Benchmark local LLM models: speed, quality, and hardware fitness scoring. CLI, MCP server, 8 Claude Code, Codex, OpenCode 2 2,834 tok
teskor-hub/minimax-h3-skill A Claude Code skill for MiniMax H3 — the open-weight omni-modal video model. Prompt framew 8 Claude Code 1 2,497 tok
NorviaLabs/forge forge.norvialabs.com Go from idea to verified code without leaving the terminal—Forge unifies an AI agent, code 8 Claude Code, Codex, OpenCode 2 1,172 tok
rajanm/retail-enterprise-agents rajanm.github.io Declarative Google Agent Development Kit (ADK) agents for Gemini Enterprise powered by Big 8 Claude Code, Codex, Gemini CLI, OpenCode 3 32,811 tok
noeltock/prompt-relay Route each coding task to the right model. Works with Claude Code, Codex, or both. 8 Claude Code 1 103 tok
WeftCut/WeftCut weftcut.com Free, open-source AI video editor for macOS, Windows and Linux — drive the whole timeline 8 Claude Code, Codex, OpenCode 2 336 tok
shipstatic/mcp mcp.shipstatic.com MCP server for instant static site deploys from AI agents — free, no account needed 7 Claude Code, Codex, OpenCode 2 9,954 tok
ChristopherDavenport/unblink Pure-Go browser for AI: fetch pages, optionally render JS (no Chromium), get clean token-b 7 Claude Code 1 5,821 tok
AceDataCloud/NanoBananaMCP platform.acedata.cloud MCP server for Nano Banana AI image generation and editing via Ace Data Cloud. 7 Claude Code, GitHub Copilot 2 814 tok
H-Ali13381/tier-1-2-3-skill-system Tier 1/2/3 system for designing agent skills. 7 Codex, OpenCode 1 195 tok
Marsmanleo/MarsNMe marsnme.com Agent-agnostic AI memory MCP — never forget a conversation again 7 Codex, OpenCode 1 532 tok
ivanostanin/lucius-mcp ivanostanin.github.io A feature-rich Model Context Protocol (MCP) server and CLI for Allure TestOps TMS. 7 Codex, OpenCode 1 374 tok
yumeiriowl/repo-graphrag-mcp An MCP server that uses LightRAG and Tree-sitter to build a repository knowledge graph fro 7 Codex, OpenCode 1 1,315 tok
eugeneyvt/logseq-mcp-server npmjs.com Model Context Protocol server for Logseq knowledge base integration with AI assistants 7 Claude Code, Codex, Cursor, OpenCode 3 5,695 tok
cafferychen777/gmail-mcp cafferychen777.github.io Gmail automation via a Chrome extension + Model Context Protocol (MCP). Control Gmail from 7 Claude Code 1 3,600 tok
ilia3546/swift-argument-parser-mcp A Swift library that turns any ArgumentParser CLI into an MCP server, letting AI agents c 7 Claude Code 1 1,268 tok
tysoncung/notion-agent-hub AI Agent Hub for Notion — orchestrate AI agents through Notion databases with human-in-the 7 Cursor 1 437 tok
ksaitor/teamcp teamcp.ai Self-hostable MCP gateway with per-member AI tool access control. 7 Claude Code 1 1,768 tok
os-tack/fcp-midi MCP server for semantic MIDI music composition 7 Claude Code 1 457 tok
timescale/tiger-skills-mcp-server MCP server to provide a model with a set of skills 7 Claude Code 1 211 tok
fabianfreund/actly-editor Agentic coding — build your app in a desktop workspace designed for planning, building, an 7 Claude Code, Codex, OpenCode 2 782 tok
funsjanssen/faker-mcp npmjs.com Model Context Protocol (MCP) server for generating fake/mock data using Faker.js 7 GitHub Copilot 1 177 tok
luccapinto/agentic-data-kit The definitive AI Toolkit for Data Engineering & Analytics. Pre-configured specialists, sk 7 Codex, GitHub Copilot, OpenCode 2 1,188 tok
layer1labs/specsmith specsmith.readthedocs.io Lean governance for AI-assisted development: requirements tracking, test enforcement, epis 7 Claude Code, Codex, OpenCode 37 883 tok
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
nikvdp/searxng-ai-kit Standalone SearXNG CLI for coding agents 7 Codex, OpenCode 1 3,282 tok
oguzc/playwright-wizard-mcp MCP server providing Playwright test generation wizard with intelligent prompts and best p 7 GitHub Copilot 1 590 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
Corpusvision/agent-framework corvislabs.io Turn GitHub Copilot into a coordinated engineering team — specification-driven development 7 GitHub Copilot 1 37 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
nitish-raj/searxng-mcp-bridge npmjs.com Model-Context Protocol server that acts as a bridge to a SearxNG instance 7 Codex, OpenCode 1 917 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
DanWahlin/ai-repo-adventures danwahlin.github.io A fun, Model Context Protocol (MCP) server and/or HTML generator that transforms code repo 7 Codex, OpenCode 1 3,282 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
hydrosquall/vega-mcp-server Custom interactive charts in LLM conversations using MCP Apps 7 Codex, OpenCode 1 160 tok
unionai-oss/union-mcp 7 Claude Code 1 1,841 tok
TAKEOFF69/codex-skills-kit Task-typed prompt-engineering Agent Skills for OpenAI Codex. 7 Codex, OpenCode 1 714 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