Discover Awesome MCP Servers

Crossref MCP Server

A Model Context Protocol server that enables querying the Crossref API to search for academic publications by title, author, or DOI, returning structured metadata about scholarly works.

baseball-mcp: An MLB Stats API Wrapper for MCP

This project provides an MCP (Multi-Channel Pipeline) server that acts as a wrapper for the MLB Stats API. It allows you to easily access and process various MLB data points, including schedules, game results, and team information. This server is designed for efficient data retrieval and processing within an MCP framework.

Weather Bot with OpenAI Agents SDK

Telegram bot using OpenAI Agents SDK and MCP Server.

cve-search_mcp

A Model Context Protocol (MCP) server for querying the CVE-Search API. This server provides comprehensive access to CVE-Search, browse vendor and product、get CVE per CVE-ID、get the last updated CVEs.

Sourcesage

SourceSage is an MCP (Model Context Protocol) server that efficiently memorizes key aspects of a codebase—logic, style, and standards—while allowing dynamic updates and fast retrieval. It's designed to be language-agnostic, leveraging the LLM's understanding of code across multiple languages.

MCP Grareco

A MCP server that creates graphic recordings by converting websites or text input into visual summaries using different prompt styles (standard, elementary, timeline).

StatSource

Enables LLMs to perform statistical analysis and generate ML predictions on user data from databases or CSV files through a Model Context Protocol server.

MCP Server for Paper Analytical Devices (PAD)

A Python MCP Server for Paper Analytical Devices (PAD)

Algorand MCP Implementation

A comprehensive MCP server for tooling interactions(40+) and resource accessibility(60+) with Algorand blockchain, plus many useful prompts.

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.

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.

MCP RSS

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

Student MCP Server

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

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.

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.

MCP-dump

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

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.

NN-Repository1

created from MCP server demo

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.