Discover Awesome MCP Servers

University Rankings MCP Server

Enables querying and analysis of Chinese university discipline assessments, including searching universities and disciplines, filtering by evaluation grades, browsing by province, and generating rankings based on various metrics.

mcp-mysql

Enables Claude AI to execute MySQL queries, list tables, and describe table structures through natural language, with support for parameterized queries and connection pooling.

mcp-ssh-agentic

An MCP server for SSH/SCP operations with passwordless authentication, enabling remote command execution, file transfer, and session management.

garmin-mcp

Exposes Garmin Connect data and workout management to AI agents, supporting tools, resources, and prompts for health data, workout creation, and coaching workflows.

IMON Framer Chat MCP

Private remote MCP gateway connecting ChatGPT to one configured Framer project. Exposes read, controlled write, and separate publishing tools over /mcp, with authentication and environment-based security controls.

thinqee

An honest, cite-or-abstain persona engine that answers questions about a specific person based on a signed knowledge base, declining anything not in the notes.

Code Search MCP Server

High-performance code understanding toolkit that enables batch reading of multiple files with dependency context, structural outline extraction with Java annotation awareness, and precise location of classes/methods across large codebases.

chuk-mcp-her

An MCP server for querying Historic Environment Records across England and Scotland, enabling searches of listed buildings, monuments, and heritage sites via ArcGIS REST APIs.

MCP Server

Model Context Protocol server that enables API test automation across various AI hosts (Claude, OpenAI, custom) using Postman Collections.

Gemini Gen MCP

MCP server for generating images and audio using Google's Gemini AI models.

stockbit-mcp

Read-only MCP server for Stockbit (IDX market data) providing broker summary/bandarmology, quotes, top movers, orderbook, fundamentals, and sentiment using your own session. Unofficial and does not place orders.

suitecrm-mcp

Open-source MCP gateway connecting AI agents like Claude Desktop and Claude Code to SuiteCRM. 24 CRM tools over SSE with OAuth2/OIDC auth, multi-entity support, ACL enforcement, and Prometheus/Grafana observability.

MusicBrainz MCP Server

A comprehensive MCP server for querying the MusicBrainz database, providing tools to search for artists, releases, recordings, and browse music metadata.

lerobot-mcp

Typed MCP server for Hugging Face LeRobot workflows. Provides a structured, auditable interface for LeRobot CLI, examples, datasets, and dataset conversion.

StateWeave

Cross-framework cognitive state serializer for AI agents. Export, import, and diff agent state across 10 frameworks.

Global Logistics MCP

Remote MCP server that lets any AI agent buy shipping labels worldwide via AfterShip Shipping, using the merchant's own carrier accounts.

my-mcp-server

A minimal starter template for building Model Context Protocol (MCP) servers using TypeScript and FastMCP, including an example weather tool for demonstration.

hermes-google

Enables Claude Code to manage Gmail, Google Calendar, and Google Drive via a dedicated Google account, keeping personal data separate.

Sophie Well

Always free healthcare utilities.

Test FastMCP

A basic MCP server built with the FastMCP framework that provides fundamental mathematical operations like addition, subtraction, multiplication, and division. It serves as a demonstration for integrating math-based tools into MCP-compatible environments like Cursor IDE.

Nix

Enables AI coding agents to search, read, create, update, and delete notes in a local Obsidian vault through hybrid semantic and lexical retrieval, with all embedding and vector storage running locally.

notion-job-tracker

Enables searching, adding, and updating job leads in a Notion database directly from an MCP client.

storykit-mcp

MCP server for the StoryKit asset library — search and embed free, generated design blocks (charts, widgets, illustrations, themes) straight from your editor.

Chainstack MCP Server

Provides AI agents direct access to the Chainstack platform, enabling blockchain node deployment, documentation search, platform status checks, and more.

it2mcp

An MCP server that enables AI assistants to control iTerm2 sessions, windows, tabs, and profiles using the official iTerm2 Python API. It includes a security model with session tagging and tiered permissions to ensure safe and controlled terminal interactions.

CoinRithm/coinrithm-agent-trading

Paper-trade crypto spot, futures, and prediction markets on CoinRithm with a user-minted API key. Simulated funds only; includes 21 MCP tools and Agent Arena performance tracking.

mcp-audit-server

This MCP server enables security auditing for MCP configurations and AI agents, including prompt injection testing, data flow tracing, and security policy generation.

euenergy-mcp

A read-only MCP server that exposes European day-ahead electricity prices for ~41 bidding zones via tools like hourly prices, cheapest hours, current price, and cross-zone summary, enabling AI agents to query energy market data.

gemini-image-mcp

MCP server that analyzes images with Google's Gemini vision models, allowing agents to describe or ask questions about images without bloating context.

pressadvantage-mcp

MCP server wrapping the Press Advantage API, enabling AI assistants to manage press releases, organizations, distributions, and more via natural language.