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ray.run – from idea to a production-grade MCP server in under a minute! 🦜

⭐AI-driven public opinion & trend monitor with multi-platform aggregation, RSS, and smart alerts. 🎯 Say goodbye to information overload—your AI public opinion monitoring assistant and hotspot filtering tool! Aggregate multi-platform hotspots + RSS subscriptions, supporting precise keyword filtering.

Complete API layer for private AI applications on local models: RAG, skills, tools, MCP, text-to-sql, and more. Works with any OpenAI-compatible inference server.

Playwright MCP server

Draw and edit draw.io diagrams by chatting with an AI. Web app, desktop app, and an MCP server for Claude Code, Cursor, Codex and VS Code.

GitHub's official MCP Server

Community plugin to control Blender 3D with any LLM of your choice

Community plugin to control Blender 3D with any LLM of your choice

A powerful MCP toolkit for coding, providing semantic retrieval and editing capabilities - the IDE for your agent

AI Agents & MCPs & AI Workflow Automation • (~400 MCP servers for AI agents) • AI Automation / AI Agent with MCPs • AI Workflows & AI Agents • MCPs for AI Agents

A MCP for Claude Desktop / Claude Code / Windsurf / Cursor to build n8n workflows for you

AI search engine and MCP server for bots and agents. One Rust binary indexes code, docs, logs, JSONL/CSV and PDFs for BM25 full-text, vector and hybrid search, code search without grep, agent memory...

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python.

MCP Toolbox for Databases is an open source MCP server for databases.

The Apify MCP server enables your AI agents to extract data from social media, search engines, maps, e-commerce sites, or any other website using thousands of ready-made scrapers, crawlers, and...

HexStrike AI MCP Agents is an advanced MCP server that lets AI agents (Claude, GPT, Copilot, etc.) autonomously run 150+ cybersecurity tools for automated pentesting, vulnerability discovery, bug...

Code search MCP for Claude Code. Make entire codebase the context for any coding agent.

The power of Claude Code / GeminiCLI / CodexCLI + [Gemini / OpenAI / OpenRouter / Azure / Grok / Ollama / Custom Model / All Of The Above] working as one.

MCP Server for Computer Use in Windows

Model Context Protocol Server for Mobile Automation and Scraping (iOS, Android, Emulators, Simulators and Real Devices)

This is MCP server for Claude that gives it terminal control, file system search and diff file editing capabilities

Open source MCP Servers for AWS

Polyglot document intelligence with a Rust core: extract text, metadata, images, tables, and structured data from 106 formats across 140 file extensions, plus code intelligence for 371 languages.

Free SEO MCP server + open-source SEO and GEO skills for Claude: keyword research, rank tracking, audits, backlinks, AI visibility on your real GSC/GA4/ads data.