Model Context Protocol

MCP servers

MCP servers give AI assistants tools and data: files, databases, browsers, APIs and more.

422 servers

Ast MCP Server logo

Ast MCP Server

angrysky56/ast-mcp-server

2

An MCP (Model Context Protocol) server that provides code structure and semantic analysis capabilities through Abstract Syntax Trees (AST) and Abstract Semantic Graphs (ASG).

Education & Learning
MCP Servers Jos logo

MCP Servers Jos

josmithiii/mcp-servers-jos

2

Model Context Protocol (MCP) servers by JOS, starting from an MCP Template.

Education & Learning
MCP Leetcode Crawler logo

MCP Leetcode Crawler

louisfghbvc/mcp-leetcode-crawler

2

Crawl LeetCode interview discussion forums, extract structured intelligence with Claude AI, and expose the data as an MCP (Model Context Protocol) server for Claude Desktop and Claude Code.

Education & Learning
mathall logo

mathall

CoderiGenius/math-all-mcp

2

An MCP server that requires no local deployment, designed for mathematical computation, providing permanently accurate math capabilities for large language models through simple configuration.

Education & Learning
Stk MCP logo

Stk MCP

alti3/stk-mcp

2

STK-MCP is an MCP (Model Context Protocol) server designed to enable Large Language Models (LLMs) or other MCP clients to interact with Ansys/AGI STK (Systems Tool Kit) - the leading Digital Mission Engineering software.

Education & Learning
nps_mcp logo

nps_mcp

amysatterlee/nps_mcp

2

This MCP Server provides an interface to retrieve National Park Services (NPS) data. It allows users to.

Education & Learning
MCP Server Mathematica logo

MCP Server Mathematica

texra-ai/mcp-server-mathematica

2

This repository contains a Model Context Protocol (MCP) server that allows MCP clients (like Cursor) to execute Mathematica code via wolframscript and verify mathematical derivations.

Education & Learning
YouTube Summarizer logo

YouTube Summarizer

trilogy-group/youtube-summarizer-mcp

2

MCP Server is created on top of all the APIs from the Youtube-Summarizer. All APIs are exposed as tools in the MCP protocol and available for any AI application to integrate with.

Education & Learning
Lichess MCP logo

Lichess MCP

karayaman/lichess-mcp

2

Speak to Lichess in natural language to interact with the chess platform. Use it with Claude Desktop to play games, analyze positions, and manage your chess activities.

Education & Learning
Math MCP logo

Math MCP

dinasaur404/math-mcp

1

This repository provides a reference implementation of MCP over WebSockets. It showcases. : A reference implementation demonstrating the Model Context Protocol (MCP) over WebSockets using Cloudflare Workers and Durable Objects.

Education & Learning
MCP-SSE-Server-Sample logo

MCP-SSE-Server-Sample

edom18/MCP-SSE-Server-Sample

1

This repository is a sample for using SSE server. This server provides two unhelpful methods but this implementation is very simple and useful for understanding how work the SSE server.

Education & Learning
Plantuml Validator MCP Server logo

Plantuml Validator MCP Server

kwhrkzk/plantuml-validator-mcp-server

1

This project is an MCP server for validating Plantuml code.

Education & Learning
MCP Server Birdstats logo

MCP Server Birdstats

DMontgomery40/mcp-server-birdstats

1

MCP server that exposes BirdWeather and eBird analysis context for code-execution and chat clients.

Education & Learning
mcp_transcribe_online_vids logo

mcp_transcribe_online_vids

shivvor2/mcp_transcribe_online_vids

1

A FastMCP server that allows LLMs to access and transcribe online videos from YouTube and Bilibili using Replicate and 0x0.st for temporary file hosting.

Education & Learning
Stern Philosophical Mentor logo

Stern Philosophical Mentor

akrasia0/s-mcp

1

S/MCP (Stern Model Context Protocol) is a powerful MCP server that provides access to Stern, a philosophical AI mentor who helps humans realize their potential through subtle guidance and wisdom. Stern combines rationalist thinking with stoic philosophy to provide mentorship and accountability through smart contracts on Solana.

Education & Learning
Pd-MCP-Server logo

Pd-MCP-Server

nikmaniatis/Pd-MCP-Server

1

This project provides integration between Claude AI and Pure Data through the Model Context Protocol (MCP). With this integration, Claude can dynamically create, modify, and control Pure Data patches through natural language.

Education & Learning
TKU Academic Systems (TronClass & TKU-ilife) logo

TKU Academic Systems (TronClass & TKU-ilife)

cantpr09ram/tku-mcp

1

TKU-MCP connects TronClass to Claude AI through the Model Context Protocol (MCP), allowing Claude to directly interact with TronClass.

Education & Learning
FILE-CONVERTER-MCP logo

FILE-CONVERTER-MCP

MaitreyaM/FILE-CONVERTER-MCP

1

A Python-based MCP (Model Context Protocol) server that provides powerful document conversion capabilities via Pandoc. This server allows AI agents (like Claude via LangChain/LangGraph) to request file conversions between various formats such as Markdown, DOCX, HTML, PDF, EPUB, and many more.

Education & Learning
Mathcad MCP logo

Mathcad MCP

hvkshetry/mathcad-mcp

1

A Model Context Protocol (MCP) server that provides integration with PTC MathCAD Prime, allowing AI assistants like Claude to interact with MathCAD worksheets through a standardized interface.

Education & Learning
Mermaid Doc MCP Server logo

Mermaid Doc MCP Server

moritalous/mermaid-doc-mcp-server

1

Mermaid Doc MCP Server is a server for generating Mermaid documents.

Education & Learning
YouTube Transcript Extractor logo

YouTube Transcript Extractor

highlight-ing/highlight-youtube-mcp

1

The YouTube MCP server provides functionality to extract transcripts from YouTube videos.

Education & Learning
MCP Tool Telemetry logo

MCP Tool Telemetry

allenheltondev/mcp-tool-telemetry

1

This system provides a comprehensive suite of tools for managing garden beds, plants, observations, and harvests. It uses the Model Context Protocol to provide structured interactions with the garden management system.

Education & Learning
Eagv1 S4 MCP logo

Eagv1 S4 MCP

milindchawre/eagv1-s4-mcp

1

A Python-based mathematical agent that solves problems iteratively using various mathematical tools and visualizes results using Microsoft Word and Gmail.

Education & Learning
Penrose MCP logo

Penrose MCP

bmorphism/penrose-mcp

1

This MCP server provides tools and resources for creating mathematical diagrams using Penrose's domain-specific languages.

Education & Learning