MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.
422 servers
YouTube Transcript Downloader
sparfenyuk/mcp-youtube
10
The Model Context Protocol (MCP) is a system that lets AI apps, like Claude Desktop, connect to external tools and data sources. It gives a clear and safe way for AI assistants to work with local services and APIs while keeping the user in control.
Education & Learning
Calculator MCP
wrtnlabs/calculator-mcp
10
A Model Context Protocol (MCP) server that provides browser automation capabilities using basic calculator feature. This server enables LLMs to interact with calculator. (I actually made it for a test program)
Education & Learning
Chess Analysis Assistant
turlockmike/chess-mcp
10
This tool helps you analyze chess positions and get professional evaluations using Stockfish, right within Claude! You can.
Education & Learning
RevitMCPServer
ZedMoster/revit-mcp
10
xml.Revit.MCP provides a comprehensive set of tools for integrating with Autodesk Revit through the Model Context Protocol (MCP). This library serves as a bridge between AI assistants and Revit, enabling powerful automation capabilities and programmatic interaction with building models.
Education & Learning
Goal Story MCP Server
hichana/goalstory-mcp
10
GoalMochi isn’t a goal tracker—it’s a brand new way to manage your aspirations. Instead of juggling endless lists, GoalMochi guides you to focus on one goal at a time, forging a deeply personal narrative that keeps you motivated and on track.
Education & Learning
Math-MCP
EthanHenrickson/math-mcp
9
A Model Context Protocol (MCP) server that provides basic mathematical, statistical and trigonometric functions to Large Language Models (LLMs). This server enables LLMs to perform accurate numerical calculations through a simple API.
Education & Learning
Quantum Simulator
YuChenSSR/quantum-simulator-mcp
9
A Docker image providing a quantum circuit simulator that implements the Model Context Protocol (MCP), allowing integration with MCP clients such as Claude for Desktop.
Education & Learning
Exia Voiceroid
kokushin/exia-mcp
9
An MCP service that generates Kotone sisters-style commentary scripts for the exia game engine
Education & Learning
MCP Reasoner
parmarjh/mcp-reasoner
9
MCP Reasoner provides systematic reasoning capabilities for Claude Desktop, supporting beam search and Monte Carlo tree search strategies, suitable for solving complex problems in mathematics, logic and more.
Education & Learning
YouTube MCP
Prajwal-ak-0/youtube-mcp
9
A Model Context Protocol (MCP) server for YouTube video analysis, providing tools to get transcripts, summarize content, and query videos using Gemini AI.
Education & Learning
DeepLucid3D-MCP
MushroomFleet/DeepLucid3D-MCP
9
The DeepLucid3D UCPF Server is an implementation of the Unified Cognitive Processing Framework as an MCP server. It combines recursive self-awareness with dimensional knowledge categorization to provide a powerful approach to problem-solving and creative thinking.
Education & Learning
Chain of Draft Prompt Tool
brendancopley/mcp-chain-of-draft-prompt-tool
8
The MCP Chain of Draft (CoD) Prompt Tool is a powerful Model Context Protocol tool that enhances LLM reasoning by transforming standard prompts into either Chain of Draft (CoD) or Chain of Thought (CoT) format. Here's how it works.
Education & Learning
AnkiConnect
samefarrar/mcp-ankiconnect
8
Connect Claude conversations with AnkiConnect via MCP to make spaced repetition as easy as "Let's go through today's flashcards" or "Make flashcards for this".
Education & Learning
MCP Docling
zanetworker/mcp-docling
8
MCP Docling Server is a server providing document processing capabilities, supporting various document conversion and extraction functions including format conversion, table extraction and question-answer generation, and can integrate with Llama Stack to enhance LLM applications.
Education & Learning
Drone MCP
0xKoda/drone-mcp
8
A Model Context Protocol (MCP) server implementation for controlling the DJI Tello drone. This server allows any MCP-compatible client to control a Tello drone through a standardized interface.
Education & Learning
MCP Painter
flrngel/mcp-painter
8
A Model Context Protocol (MCP) server that provides drawing capabilities for AI assistants.
Education & Learning
SketchUp-MCP
bearnetwork-brnkc/sketchup-mcp
8
SketchupMCP connects Sketchup with Claude AI through the Model Context Protocol (MCP), enabling bidirectional communication and 3D modeling control.
Education & Learning
3D Slicer
zhaoyouj/mcp-slicer
8
MCP-Slicer connects 3D Slicer with model clients like Claude Desktop or Cline through the Model Context Protocol (MCP), enabling direct interaction and control of 3D Slicer. This integration allows for medical image processing, scene creation, and manipulation using natural language.
Education & Learning
MCP Sonic Pi
vinayak-mehta/mcp-sonic-pi
8
mcp-sonic-pi connects any MCP client with Sonic Pi enabling you to create music with English.
Education & Learning
MCP Canvas Lms
DMontgomery40/mcp-canvas-lms
8
This project is an independent MCP server for Canvas LMS APIs. It is not affiliated with, endorsed by, or maintained by Instructure or Canvas.
Education & Learning
Edubase MCP Server
EduBase/MCP
8
This repository contains the implementation of the Model Context Protocol (MCP) server for the EduBase platform. It allows MCP clients (for example Claude Desktop) and LLMs to interact with your EduBase account and perform tasks on your behalf. It supports stdio, SSE and streamable HTTP transport protocols.
Education & Learning
paperpal
jerpint/paperpal
7
ML literature research for agents and humans: find it, verify it, score it, cite it. paperpal is a plugin for coding agents (Claude Code, Codex, and any MCP client). It gives your agent a research methodology and the tools to follow it:.
Education & Learning
PDF to Markdown Converter
futureunreal/mcp-pdf2md
7
An MCP-based high-performance PDF to Markdown conversion service powered by MinerU API, supporting batch processing for local files and URL links with structured output.
Education & Learning
Cal MCP
pwh-pwh/cal-mcp
7
A lightweight math expression calculation service based on the FastMCP framework, supporting basic operations and built-in constants, running via the Bun runtime.