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MCP servers tagged ai-tools
2.6K live MCP servers tagged "ai-tools", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai-tools.
Conductor
97% fewer tokens. Parallel MCP execution through a sandboxed Deno runtime.
Manager
MCP 服务器管理、代理与监控工具 —— 节省上下文窗口，统一管理你的 MCP 生态。 A comprehensive tool for MCP server management, proxying, and monitoring — save context window space and manage your MCP ecosystem in…
Travel Risk Intelligence MCP
Travel risk intelligence for any global destination, delivered through 8 MCP tools backed by real-time government and international data sources.
Research OS
An AI-native operating system for reproducible research. Features citation-verified analysis, audited provenance, and automated data integrity pipelines.
API Gateway
Enterprise MCP gateway that auto-discovers your microservices and exposes them as MCP tools for Cursor, Claude Code, Codex, Windsurf and other AI clients. Spring Boot + Vue 3, one…
Servers
Community MCP server definitions for McpMux
OneClickLM
Deliver a zero-config, auto-healing NotebookLM MCP server with six integrated tools ready to run in one command.
AI Agent
AiScale Agent Services — MCP server + pay-per-call API for AI agents. Research, contract analysis, code review, data enrichment. x402 micropayments in USDC on Base.
Catalog
Browse, install, and manage MCP servers across Claude, Cursor, Copilot, Windsurf, and 12+ AI clients from a single VS Code sidebar. The unified MCP control surface for your IDE.
Continuum
A living project brain that ingests Claude Code and Codex sessions and synthesizes operational docs per project.
Quill
Two heads are better than one. Code with perspective. Quill mediates dialogue between multiple coding assistants. Quill assigns pair AI programmers. Quill helps the AI doing the w…
Outline
MCP server for Outline wiki — search, read, create, update, and manage documents and collections. Works with Claude Code, Gemini, Codex, and any MCP-compatible AI tool via Docker…
Zendesk MCP Server
Zendesk MCP server and Claude Desktop extension: tickets, conversations, Help Center and exports, with a read-only mode
Astrolog MCP
MCP server for Astrolog CLI
Alptugharun
AI-native creator building Agent Skills, MCP servers, creator tools and automation — open source, proof-first.
MCP
Hosted MCP server for MindMap AI. Create, edit, and export mind maps from Claude, ChatGPT, and any MCP client.
Image
MCP server for AI image generation and editing with automatic prompt optimization and quality presets. Supports Nano Banana (Gemini), OpenAI GPT Image, and BytePlus Seedream.
Nerve
MCP server that gives AI clients full control of a Windows PC. Single Rust binary, plugins, skills, built-in tunnel.
AI Agent Frameworks
A hands-on, side-by-side comparison of the three AI agent frameworks developers ask about most in 2026: CrewAI, LangGraph, and the Claude Agent SDK.
Image Search MCP
MCP image search server for Unsplash, Pexels & Pixabay. Search and download stock images from any Model Context Protocol client.
Tiktok MCP
Unofficial TikTok MCP server — policy-governed tools over the official Display and Content Posting APIs, with OAuth 2.0 (PKCE), plan-then-execute write safety and an append-only p…
Microns Neuroglancer Finder
Find cells in the MICrONS mouse visual cortex EM dataset in plain language and open them in Neuroglancer, from any AI (MCP server, CLI, Python).
Browser MCP
Pagewright: give your AI agent a real browser. MCP server + Chrome extension for page snapshots, screenshots, real clicks, layout audits, CSS debugging and web scraping, in the br…
Code MCP
Code MCP is a MCP server to provide reference codebase to AI agents for following guidelines.
Local Terminal MCP
Run local commands from ChatGPT or Claude via a safe, allowlisted MCP server. Work on your codebase and generate images/sprites/assets locally from ChatGPT without spending Codex/…
Mixpanel MCP Server
MCP server for Mixpanel Analytics integration with AI assistants. Enables Claude and other MCP clients to track events, pageviews, and user profiles through conversational interfa…
Tutorial
A detailed hands-on tutorial for learning Model Context Protocol (MCP) server development with Python. Includes working examples, VSCode debugging setup, tests, and a step-by-step…
Postgres MCP Server
A specialized MCP (Model Context Protocol) server for PostgreSQL that enables AI assistants to perform database operations through natural language. Built with TypeScript, featuri…
Hasura MCP Server
Documentation and community resources for Hasura MCP Server - Model Context Protocol integration for Hasura GraphQL Engine
Website
DollhouseMCP Homepage
Claude Crew
Pre-built AI agent personas for Claude Code. 15 production agents, 6 fun modes, 3 swarm templates. Drop them in, they work.
Starter Kit
Templates and install scripts to wire any MCP-compatible AI client (Claude Code, Cursor, Continue.dev, Cline, Windsurf, etc.) to Jenkins, Bitbucket, Atlassian, AWS (CloudWatch/Ath…
Figma MCP
MCP server that lets AI agents (Claude, GPT) interact with Figma designs — read files, extract components, export assets
Math MCP
Provides arithmetic, symbolic algebra, calculus, matrix operations, statistics, probability distributions, and unit conversions via MCP
Client
Lightweight MCP proxy client for developer workstations. Connects VS Code, Claude Desktop, and other AI tools to an MCP Ambassador server.
Memexcore
Lightweight HTTP server for serving context to AI agents with signed URLs, HMAC authentication, and session management. A minimalist alternative to MCP.
Gleam Docs MCP
The ultimate MCP server for Gleam development — compiler diagnostics, Gloogle search, Hex.pm introspection, and sandboxed eval. Native Gleam on BEAM.
Claude Code Up
npx claude-code-up — bootstrap a Claude Code project with curated agents, skills, MCPs, scaffolders & lib bundles. JSON-driven decision tree, e2e verified.
Community Registry
Curated registry of MCP server configurations for MCP Ambassador. 38+ entries covering dev tools, databases, APIs, and more.
Browser Bridge
MCP server giving AI assistants control of a real Chrome browser. Closed 11-tool surface, leak-proof lifecycle.
Azure Devops MCP
MCP Server for Azure DevOps Server 2022 (on-premise) - Kubernetes-ready
Time Travel
Record and replay MCP agent sessions with a transparent proxy to debug tool calls deterministically and step through failures interactively.
Excel MCP
Connect Excel to AI — MCP server, relay backend, and Office.js add-in for giving Claude full control of Excel spreadsheets
Zero
Enterprise MCP (Model Context Protocol) Gateway — governance, auditing, and data protection for MCP traffic in regulated environments
Arxiv MCP Server
Remote MCP server exposing arXiv research papers as structured tools — plug into Claude, Cursor, VS Code, or any MCP-compatible AI client via a single URL. ---------------------…
Google Ads MCP
MCP server for Google Ads API — 31 tools, gated writes, exponential backoff, audit log
Spotify MCP
MCP server for the Spotify Web API — search, playlists, playback control, and personal listening data, built with Python, FastAPI, and OAuth2 PKCE.
Snapgent
Turn any AI chat (DeepSeek, ChatGPT, GLM) into an agent that reads, edits, runs and inspects your VS Code project - via a browser extension + local MCP bridge. No API key, no term…
OmniMCP
Plug any MCP server into one unified gateway. Auto-healing, hot-reload, multi-role auth, Prometheus metrics, Docker-ready. Claude sees them all as one.
Argus
Argus indexes the structure of a polyglot codebase (symbols, signatures, docstrings, call relationships) into a local SQLite database and serves it to AI coding assistants over th…