Discover Awesome MCP Servers

Atomistic Toolkit MCP Server

An MCP-compatible server providing atomistic simulation capabilities through ASE, pymatgen, etc.

kuzu-mcp-server

This server enables natural language interaction between a user and their Kuzu databases using clients like Claude Desktop or Cursor, allowing LLMs to retrieve the database schema, execute Cypher queries, create nodes, and establish relationships in the graph database.

HubSpot MCP Server

Enables Claude to interact with HubSpot CRM for sales analysis and insights, providing tools for managing contacts, deals, companies, and retrieving sales analytics data.

Google Classroom MCP Server

An MCP server that enables AI assistants to access and interact with Google Classroom data, allowing users to view courses, course details, and assignments through natural language commands.

mcp-imdb MCP server

MCP Server for IMDB

NSAF MCP Server

A Model Context Protocol server that allows AI assistants to interact with the Neuro-Symbolic Autonomy Framework, enabling capabilities like running NSAF evolution with customizable parameters and comparing different agent architectures.

Student MCP Server

Provides tools for managing student knowledge graphs, enabling structured representation of courses, assignments, exams, concepts, and study resources.

MCP RSS

MCP RSS is a Model Context Protocol (MCP) server for interacting with RSS feeds

Formula One MCP Server

Provides Formula One data and statistics through a Model Context Protocol interface, allowing users to access race calendars, session results, driver statistics, telemetry data, and championship standings.

MCP-dump

all the MCP (model context protocol) servers out here are build out of curiosity

NN-Repository1

created from MCP server demo

PayPal MCP Server

A Model Context Protocol server that provides comprehensive integration with PayPal's APIs, enabling seamless interaction with payment processing, invoicing, subscription management, and business operations through a standardized interface.

Simple Server

A server that provides access to the Opera Omnia collection of JSON datasets for games, storytelling, and bot development, offering tools for random selection, filtering, combining datasets, and generating creative content.

TweetBinder by Audiense MCP Server

Allows Claude and other MCP-compatible AI models to access TweetBinder by Audiense analytics data, enabling analysis of hashtags, users, and conversations on Twitter/X with engagement metrics, sentiment analysis, and report generation.

DB Timetable MCP Server

Provides access to Deutsche Bahn train timetables, station information, and schedule changes through Model Context Protocol tools and resources.

Atom Of Thoughts

AoT MCP server enables AI models to solve complex reasoning problems by decomposing them into independent, reusable atomic units of thought, featuring a powerful decomposition-contraction mechanism that allows for deep exploration of problem spaces while maintaining high confidence in conclusions.

Image Generation MCP Server

Mirror of

Steam Review Mcp

Enables LLMs to retrieve and analyze Steam game reviews, providing access to review statistics, game information, and helping summarize pros and cons of games.

Firecrawl MCP Server

Mirror of

Cloudzero Model Context Protocol (MCP) server

A server that allows users to query and analyze cloud cost data from Cloudzero using natural language through Large Language Models.

Ragie Model Context Protocol Server

Mirror of

MCP Database Server

A MCP (model context protocol) server that gives the LLM access to and knowledge about databases

Nano Currency MCP Server

Enables AI agents using the Model Context Protocol (MCP) to send Nano cryptocurrency and retrieve account/block information via Nano node RPC.

MCP DuckDuckResearch

mcp server with duckducksearch, web2md, and web2photo

ThreatNews

MCP server for Threat info collection in cyber security

Excel MCP Server

Enables seamless reading, writing, and analyzing of Excel files through Model Context Protocol, with features for worksheet management, structure analysis, and automated caching.

Instagram Engagement MCP

Provides tools for analyzing Instagram engagement metrics, extracting demographic insights, and identifying potential leads from Instagram posts and accounts.

FindRepo MCP Server

A mcp server application for analyzing code repositories.

Developing a Spring AI Enhanced Restaurant Booking System Employing an API-first Approach

This multi-module project hosts a client code-generated from an OpenAPI derivative of the ResOs API combined with a Spring AI implementation. It also includes an MCP server, MCP client configuration for use with Claude and a standalone ReactJS powered chatbot UI.

MCP-SSE

created from MCP server demo