Discover Awesome MCP Servers

MCP Server for Milvus

An integration server implementing the Model Context Protocol that enables LLM applications to interact with Milvus vector database functionality, allowing vector search, collection management, and data operations through natural language.

Container-MCP

A secure, container-based implementation of the Model Context Protocol (MCP) that provides sandboxed environments for AI systems to safely execute code, run commands, access files, and perform web operations.

MCP Servers

A Model Context Protocol server implementation that wraps Harvest's REST API, enabling seamless interaction with Harvest's time tracking, client, project, and reporting features through MCP clients.

LND MCP Server

A Model Context Protocol (MCP) for querying Lightning Network (LND) node data using natural language.

Weibo MCP Server

A Model Context Protocol server for scraping Weibo user information, feeds, and search functionality. It helps retrieve detailed user profiles, timeline content, and perform user searches on Weibo.

MCP Context Manager

MCP Servers for persistent context across work sessions using knowledge graphs for efficiency

LLM Gateway MCP Server

An MCP-native server that enables intelligent task delegation from advanced AI agents like Claude to more cost-effective LLMs, optimizing for cost while maintaining output quality.

AGE-MCP-Server

An MCP server that provides natural language interaction with Apache AGE graph databases, allowing users to query, visualize and manipulate graph data in PostgreSQL through Claude AI.

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.

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.

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.

Image Generation MCP Server

Mirror of

DB Timetable MCP Server

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

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.

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.

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.

Firecrawl MCP Server

Mirror of

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.

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.