The best MCP servers, explained.
MCP lets an AI client use servers that read files, query data or drive a browser. Check what each one can reach.
All MCP servers
117 servers, organised by what they connect to. Every install line comes from the project's README, and archived servers are marked.
Web and local search powered by Brave Search API with pagination, freshness…
Generate AI images with multiple model support, style controls, and batch…
Reference MCP server that demonstrates all protocol features including…
Retrieve and convert web content to markdown for AI consumption, with…
Read, write, search, and manage local files and directories with granular…
Read, search, and analyze Git repositories including history, diffs…
Create and manage repositories, issues, pull requests, branches, and code…
Create, update, and query calendar events with support for recurring events…
Search, read, and manage files in Google Drive with support for Docs…
Geocoding, directions, place search, and distance calculations via the…
Persistent knowledge graph that lets your AI assistant remember facts…
Connect to PostgreSQL databases for schema inspection, read-only queries…
Automate browser interactions including navigation, screenshots, form…
Dynamic problem-solving through a structured thinking process with…
Read channels, post messages, manage threads, and search conversations…
Query and manage SQLite databases with schema inspection, data analysis, and…
One Docker container for AI agents with a browser, a shell, files and VS…
A TypeScript framework for agent apps. It puts AI agents and full user…
Read, create, update, and delete records in Airtable bases with schema…
Connects to many data sources. AI agents and RAG systems get one place to…
Connects AI agents to thousands of tools on the Apify Store. They scrape…
An AI agent that builds other AI agents. It plans, codes and improves them…
Runs machine learning research on its own. It comes up with ideas, runs the…
An MCP server for Atlassian tools. It connects your AI assistant to…
Interact with AWS services including S3, Lambda, EC2, and CloudWatch through…
Query, analyze, and visualize log and event data stored in Axiom datasets…
Lets AI agents control Chrome while you stay signed in to your sites. It…
A light memory system for coding agents. It keeps track of work as a graph…
A gateway to many large language model providers. Your app talks to all of…
Connects Blender to Claude. You can model in 3D, build scenes and change…
Lets AI assistants use your Chrome browser. They can automate tasks, read…
Lets coding agents use Chrome DevTools. The agent can drive the browser…
Helps AI coding agents search a whole codebase by meaning. The agent gets…
Manage Workers, KV stores, R2 buckets, DNS records, and security rules on…
Turns a whole codebase into one tidy prompt for a large language model.
Turns a codebase into a map that AI assistants can keep and search. It shows…
A memory layer for AI apps and agents. It aims to make answers more accurate…
Cuts down how much text a language model has to hold at once. It also helps…
Gives AI code editors up-to-date docs and code examples. It pulls them…
Creates and runs macOS and Linux virtual machines on Apple Silicon. AI…
Lets Cursor talk to Figma. The AI can read your design files and change…
A small database client for MySQL, PostgreSQL, SQLite, Redis, MongoDB and…
Gives the Claude desktop app a terminal. It can also work with files and…
Manage droplets, databases, Kubernetes clusters, and app deployments on…
Runs Android inside Docker containers. It supports viewing in a browser…
A self-hosted tool that collects data from Douyin and TikTok. It downloads…
Makes and updates .drawio architecture diagrams. It works from a plain…
Search, index, and analyze documents in Elasticsearch clusters with query…
Gives AI coding agents a memory that lasts between sessions. It is one…
Turns the endpoints of a FastAPI app into MCP tools. No setup is needed.
Gives AI coding agents a simple version of a Figma layout. The agent reads…
Adds web scraping to AI apps like Cursor and Claude. It pulls the content…
Adds 19 skills to Claude Code for full-stack work. They cover many languages…
A toolkit that turns speech into text. It handles many languages, tells…
Lets you use Gemini Notebook from code instead of the web page. It has a…
Lets AI take apart and study programs on its own. It opens up Ghidra's main…
Turns any GitHub project into docs that AI tools can read. The AI gets…
An MCP server for the Godot game engine. It can open the editor, run your…
Researches any topic on the web and in your own files. It writes a full…
Query dashboards, manage alerts, and retrieve metrics data from Grafana and…
Helps coding agents like Claude Code, Cursor and Gemini understand your…
Builds knowledge graphs that keep track of time, for AI agents. Agents can…
Shrinks tool outputs, logs, files and search chunks before they reach the…
Gives AI agents more than 70 security tools for attack testing. The agent…
Connects IDA Pro to an AI assistant through MCP. You can take apart and…
Browses websites for an AI agent without being spotted. It uses a stealth…
A desktop app where AI agents work with the files on your computer. You can…
Finds code that was copied and pasted across a project. It reports what it…
Captures network traffic across a Kubernetes cluster. It shows the packets…
Makes it simpler to build AI agents with the Model Context Protocol. You put…
Connects AI tools to your databases. It handles the hard parts, like sign-in…
The Model Context Protocol in Go. It links AI apps to outside data and…
An MCP server and command line for AI agents working on iOS and macOS apps.
Automates mobile apps and devices. One interface works for both iOS and…
A free course that teaches the basics of the Model Context Protocol. It uses…
Query collections, manage indexes, run aggregation pipelines, and inspect…
Connects AI assistants to n8n's workflow automation nodes. The AI can find…
Manage serverless Postgres databases on Neon including branching, queries…
Adds AI to draw.io diagrams. You describe a change in plain words and it…
Connects Claude Code on your computer to Google NotebookLM. You get answers…
Search, read, create, and update Notion pages and databases with full…
A free, open-source music player. You can search, make playlists and listen…
Keeps the facts about all your data in one place. Teams use it to find data…
Status pages and uptime checks in one tool. You set up API checks in code…
Runs AI workflows on a Mac and stays on in the background. It works with…
Runs an AI agent through interviews, staged checks and a loop with a set…
Lets several AI models work together from your command-line tools. They help…
An open-source 3D editor for buildings that runs on your own machine. It has…
An open-source tool for design and prototypes. Designers and developers work…
An open-source tool for watching AI apps. You use it to test, score and fix…
Run end-to-end browser tests, capture screenshots, and automate web…
A low-code framework for teams of AI agents. You set them up to work through…
An open-source AI system for trading. You build, test and run trading…
Read and write keys, manage data structures, and run commands against Redis…
Runs a team of AI agents for Claude. The agents split up a job and work…
Records what happens on your screen and microphone, all day. It turns that…
Turns a language model into a coding agent that works in your codebase. It…
Turns any documentation website into a skill that Claude can use.
Manage databases, storage, edge functions, and authentication for Supabase…
Manages the tasks in an AI coding project for you. It works with Claude.
Manage tasks, projects, and labels in Todoist with support for priorities…
Collects trending topics from more than 35 platforms. It filters them, sends…
Turns messy documents into neat, structured data with language models. It…
Interact with Upstash Redis and QStash for serverless caching, rate…
Manage schemas, import objects, and run hybrid vector + keyword searches in…
An MCP server for WhatsApp. It connects your AI assistant to your WhatsApp…
Connects AI agents to the Windows operating system.
Watches world news as it happens, in one place. It tracks politics…
Pulls text, tables, images and metadata out of documents in many file…
Lets AI coding agents work on iOS and macOS projects. It also gives you…
Downloads content from XiaoHongShu (RedNote). It saves posts, collections…
Automates Xiaohongshu. It can publish posts, read your feed and search the…
A backend server for ESP32 devices. You can set up your own smart control…