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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.
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…
Orbit MCP Server
Orbit MCP Server lets you search for and integrate publicly available APIs for any task you want to accomplish. Connect your AI agent to the Orbit MCP Server so your AI agent hand…
Claude Context Local
🗂️ Manage and utilize local context for Claude, enhancing applications with tailored insights and improving user experience seamlessly.
N8n Node MCP Server
MCP server for accessing N8N node information through Claude Desktop
News Server
🧠 A clean MCP wrapper around the Hacker News API with OpenAPI support and LLM-ready contracts using Zod + TypeScript.
Quiver
Quiver — a native Windows app to browse, edit, and manage AI-tool skills, MCP servers, and plugins across Cursor, Claude Code, Codex, Hermes, Pi, and OpenCode. WPF/.NET 8. Inspire…
Apple Notes MCP
Read and write Apple Notes from any MCP-compatible AI client.
Letta
Letta toolkit for Ceki — drive a real Chrome session from your Letta agent. Variant C structural tools + persistent sessions via Letta archival memory.
Skillstudio
Turn a sentence into a real Claude Skill — generated, validated, and trigger-tested against your own model. The only skill generator that measures whether the skill actually fires.
AI LocalProjectBuddy
本地项目小能手 — 让 ChatGPT / Gemini / Grok 直接读写你电脑上的项目文件夹（Windows 免费绿色工具 / Freeware）
Sidra Os
AI agent execution layer for ChatGPT, Claude, Grok, Qwen and other AI clients — files, terminal, browser, memory, computer use and orchestration.
Int AI Model Call
INT-AI 模型调用：将图片、视频、语音等模型接入 Codex、Cursor 等 MCP IDE；开源外层适配器与 Skill，支持 V5 凭据桥。
Awesome AI Tools
精选 AI 工具目录，含定价、评分、国内可用性标注与完整测评 | A curated AI tool directory with pricing, ratings, China accessibility and full reviews
Claude Plugins
Free indie hacker tools for Claude Code — demo videos (DemoDay), SEO articles (SEO Blog), social reach (Social Cue), project oversight (Overboard). One marketplace, no API keys.
Collection
A monorepo for all my MCP-related projects, servers, and experiments. Built for the Model Context Protocol ecosystem.
Awesome Scientific AI Tools
Discover AI tools, MCP servers, and agent skills for scientific research across literature, data, writing, and lab work
Best Of Vibe Coding
Vibe coding, ranked: AI starters, coding agents, skills, MCP servers and the stack you ship on, each with strengths, weaknesses and a score. Re-checked twice a day.
Factory
Canli Labs MCP servers by Arhan Canli: each measured against the best alternative before release. Collection, factory and quality gate.