Discover Awesome MCP Servers

Learn_MCP Math Server

A Model Context Protocol (MCP) server that demonstrates mathematical capabilities through a LangChain integration, allowing clients to perform math operations via the MCP protocol.

MCP Learning Server

A comprehensive educational server demonstrating Model Context Protocol capabilities for tools, resources, and prompts, allowing AI assistants to connect to external data and functionality.

Github MCP Server Java

A Java implementation of the GitHub MCP (Model Context Protocol) Server using Spring AI. This server provides MCP-compatible tools for interacting with the GitHub API.

gsc-ga4-mcp

Enables Claude Code to read Google Search Console and GA4 data locally with read-only access, and provides combined SEO analysis tools for comparing datasets and identifying opportunities.

Substrate

A foundation layer for building production-grade Model Context Protocol (MCP) servers with base classes, documentation, and consistent implementation patterns.

pyslang-mcp

Provides AI agents with compiler-backed, read-only context for Verilog and SystemVerilog projects using pyslang.

mcpgql

A federated bridge connecting any GraphQL endpoint to the Model Context Protocol (MCP) ecosystem, enabling LLMs to query and mutate graph data with zero-config integration.

Cartograph

Analyzes repositories and generates task-focused context packets for coding agents, with tools for repo analysis, file contents, and task packet construction.

AutomateHub

Enables AI agents to automate GitHub repository management, issue tracking, and commits using natural language.

nlqdb

Analytical memory for AI agents: a real Postgres your agent connects to over MCP and queries in plain English — GROUP BY, JOIN, aggregate over what it remembered, not just top-k vector recall.

mcp-server-mint

Enables AI agents to use Mint as a safety layer for file operations on macOS, providing storage growth analysis, cleanup suggestions, and journaled, reversible deletions via MCP tools.

kalendia-mcp

An MCP server for Kalendia that enables AI assistants to manage calendar connections, sync rules, scheduling pages, and agenda directly from chat.

Video Metadata MCP Server

Manages sports video metadata with CRUD operations for game information, teams, scores, and statistics. Enables advanced search filtering by game type, teams, league, season, and date ranges through PostgreSQL integration.

FreeCAD MCP Server

Enables AI assistants to perform 3D modeling and CAD operations in FreeCAD, including geometry creation, boolean operations, and document management.

mcp-reddit-ads

MCP server for Reddit Ads API v3 enabling campaign management, ad creation, performance reporting, and audience targeting through Claude.

mcp-analytics

Exposes product analytics metrics from an internal data warehouse via MCP, enabling agents to query metrics, product summaries, and event breakdowns.

MCP Eleven

An open-source MCP server that turns any AI assistant into a football data analytics and scouting platform, enabling natural language queries over 40+ stats, 20+ leagues, and 10,000+ players.

MCP E-commerce Server

A Model Context Protocol server that enables full CRUD operations for e-commerce product management, featuring MySQL integration and AI-powered product description generation. It provides tools for inventory monitoring and supports both stdio and HTTP/SSE transports.

reddit-mcp

Enables reading Reddit content (posts, comments, search) via RSS feeds without an API key or account, supporting subreddit browsing and post retrieval with minimal setup.

openweather-mcp

MCP server that integrates OpenWeatherMap API to fetch current weather for a specified city.

MCP Website Chatbot

A production-grade AI chatbot that enables real-time information retrieval and retrieval-augmented generation for website content. It integrates MCP tools to fetch live data while providing a responsive chat interface with strict guardrails against misinformation.

able-mcp

An MCP server for parsing and analyzing Ableton Live .als project files offline, enabling queries about tempo, tracks, clips, and MIDI data through tools like als_summary and als_list_tracks.

falllegalonboard-mcp

MCP server for the foldkit SDK that exposes 7-prime spine, 7 κ-bands, and 6 fold operations as tools and resources, enabling state folding, band classification, and operation application via natural language in any MCP client.

mesh-89-tracker-mcp

Exposes the 7-prime spine, 7 kappa-bands, and 6 fold operations as native tools and resources for MCP clients, enabling fold state manipulation and analysis through natural language.

Facets Module MCP Server

Enables creation and management of Terraform modules for Facets.cloud infrastructure with interactive generation, validation, forking, testing, and deployment workflows through secure file operations and FTF CLI integration.

mdurl

Converts URL content to Markdown, providing two tools: one for extracting main article content and one for converting the entire HTML.

My Finance MCP Server

Enables Claude to store and query personal finance transactions using semantic search. Transactions are persisted in ChromaDB and JSON, allowing natural language questions about spending trends and portfolio allocations.

keboola-cli-mcp-server

A deterministic proxy for Keboola CLI operations with automatic git-to-Keboola branch mapping, enabling branch management, CLI command execution, and optional proxy to remote Keboola MCP tools with automatic branch injection.

skill-router

A lazy router for Claude Code skills that exposes a library of skills through search, load, and reindex MCP tools, reducing context usage by only loading skills on demand.

WiseGrid MCP

Enables reading and writing WiseGrid sheets, including listing sheets, paginating rows, adding and updating records, and running reports, all from an MCP client with API key authentication.