Discover Awesome MCP Servers

text-to-model

Turn natural language into 3D models in Fusion 360. 64 CAD tools including sketches, extrudes, fillets,and JIS standard parts.

@cryptoapis-io/mcp-utils

MCP server for Crypto APIs Utils, enabling address validation, raw transaction decoding, and XRP X-Address encoding/decoding for UTXO, EVM, and XRP blockchains.

Reactome MCP Server

Model Context Protocol server for accessing Reactome pathway and systems biology data.

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.

Substrate

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

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.

Ploomes MCP Server

Exposes 153 tools to connect AI assistants to the Ploomes CRM, enabling CRUD operations, funnel configuration, CPQ, automations, and webhooks.

trove-scot-mcp

MCP server for Scotland's historic environment, providing tools to search, filter, count, and locate heritage sites, listed buildings, scheduled monuments, and properties in care using Historic Environment Scotland's open ArcGIS API. Supports natural language queries for castles, monuments, archaeological sites, and more, returning locations, details, and trove.scot links.

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.

sibfly

Provides measured vertical ground motion (subsidence and uplift) for US addresses using NASA OPERA Sentinel-1 InSAR data.

agentbox

MCP server that gives AI agents programmable email inboxes with tools to create inboxes, send and list threaded email, and search messages.

lynceus-mcp

Enables AI agents to run RU-first web searches through the Yandex index and extract web pages into clean reader-mode Markdown, bypassing anti-bot blocks.

mcp-carbon-intensity

Enables users to query the UK National Grid's carbon intensity data, providing real-time and forecasted carbon emissions for electricity generation.

Web3 Research MCP

Enables deep research into cryptocurrency tokens by gathering data from multiple sources like CoinGecko and DeFiLlama to generate structured reports. It allows users to track research progress, fetch web content, and manage resources locally for comprehensive crypto analysis.

WoT Blitz MCP Server

Provides AI assistants with access to authentic World of Tanks Blitz game data including tank statistics, armor values, map terrain features, equipment, crew skills, and camouflages parsed directly from local game files.

whoop-mcp-server

MCP server that exposes Whoop API v2 data as tools, enabling natural language queries for cycles, recovery, sleep, workouts, and profile.

MeiGen-AI-Design-MCP

A local MCP server for AI image generation using ComfyUI, Claude Code, and OpenClaw, with a built-in library of over 1,300 prompts for private, fast image creation.

medical-evidence-assistant

Provides medical evidence tools including PubMed search, citation verification, clinical trial lookup, drug information, drug interaction checking, PICO extraction, and medical entity recognition via MCP.

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.