Discover Awesome MCP Servers

GrabMaps MCP Server

Provides access to GrabMaps services (Places, Maps, Routes) through AWS Location Service using the Model Context Protocol.

sy-automl-mcp

An MCP server wrapping AutoGluon's AutoML capabilities, enabling data loading, model training, prediction, evaluation, and model management.

Agent HTTP

Provides an HTTP API for Claude Code using a native MCP channel to enable stable message exchange without terminal screen-scraping. It allows users to programmatically send messages, retrieve conversation history, and stream real-time events via standard web protocols.

mcp-server-tronlink

Enables AI agents to interact with the TRON blockchain through browser automation (Playwright) or direct API calls, supporting transfers, staking, swaps, and multi-signature management.

mcp-server-docx

Enables creating professional Word documents from markdown or structured content with fast, customized formatting via natural language.

Google Scholar MCP Server

Enables searching Google Scholar for academic papers, citations, and author profiles, returning structured JSON results including titles, authors, citation counts, abstracts, and PDF links.

claudeai-mcp-bridge

Bridges your claude.ai authorized connectors (Slack, Atlassian, Gmail, Google Calendar) to any MCP client, enabling use of those tools without credential setup.

Atmosphere777

MCP server for a self-hosted indoor/outdoor weather station, providing real-time weather, forecasts, alerts, and indoor temperature/humidity data through five MCP tools.

pi-controller-mcp

MCP server for managing Raspberry Pi K3s clusters via AI assistants like Claude Code.

rf-log-mcp

An MCP server for analyzing Robot Framework test results. It provides LLMs with tools to parse, summarize, and search through test execution logs from XML or JSON output files.

Gemini Omni MCP

FastMCP server for Google's gemini-omni-flash-preview video model, enabling text-to-video, image-to-video, and video editing with stateful interactions and batch generation.

vibecheck

Agent-native "safe to ship?" security gate for AI-generated code. Uses real parsers and inter-rocedural taint analysis (JS/TS, Python, Go) to flag the classes AI coding agents get wrong — secrets, SQL injection, SS, SSRF, path traversal, command injection, weak JWT/CORS — and ranks findings by confidence. Exposes a scan tool over MCP.

mcp-odoo-jsonrpc

MCP server for managing Odoo ERP tasks, timesheets, and wiki pages via JSON-RPC protocol. Supports restricted and full trust modes for secure AI assistant access.

coserial

Enables humans and AI agents to collaboratively control serial ports via MCP tools or Web UI, with real-time data sharing across all participants.

storybook-renderer

MCP server to query and render the Doggie UI design system's Storybook documentation, enabling component search, URL rendering, and natural language questions.

Torna MCP Server

Enables interaction with Torna API documentation management platform, allowing users to manage API documents, dictionaries, and modules through natural language commands.

air-quality-mcp

Provides real-time air quality data (US AQI, PM2.5, PM10, ozone, NO2, SO2, CO) for any city via natural language, using free Open-Meteo data and a single tool.

graphify

Persistent memory MCP server for Claude Code that stores decisions and summaries locally, enabling Claude to recall past context across chats.

MCP PDF Reader

A Model Context Protocol server that enables the extraction of text, metadata, and embedded images from PDF files. It provides tools for searching text with context, reading specific pages, and counting total pages within a document.

MCP SQL Server Pro

Provides direct SQL query access to Microsoft SQL Server databases with full CRUD operations, enabling AI assistants to execute queries, modify data, and manage database objects through a simplified interface.

yinxiang-mcp

MCP server for Yinxiang (Evernote China) that enables notebook listing, note search, creation, and retrieval with automatic Markdown to ENML conversion.

OriginLab-MCP

Enables controlling OriginLab Origin through MCP to read and write worksheets, build and style multi-panel graphs, and export figures, reporting what Origin actually did rather than what it was asked to do. Works from macOS or Linux against Origin running in a Windows VM.

MCP Hub

MCP Hub aggregates and proxies multiple Model Context Protocol servers into a unified Streamable HTTP interface. It allows users to combine diverse stdio, SSE, and HTTP-based servers while providing tool namespacing, health monitoring, and secure authentication.

Nico Apple MCP

Enables AI assistants to interact with local Apple Calendar, Notes, and Contacts on macOS. Provides tools for creating, reading, updating, and deleting events, notes, and contacts through natural language.

NVIDIA NIM MCP Server

Enables AI agents to access 140+ NVIDIA NIM models for chat, embeddings, reranking, vision, image generation, OCR, and content safety via stdio.

MCP MySQL Server

Enables interaction with MySQL databases through MCP, supporting query execution, table operations (insert, update, delete), and schema inspection for natural language database management.

TradeMCP

An MCP server that makes trade documents machine readable using Docling for local, deterministic document extraction and search, with no AI required.

fastf1-mcp

A local MCP server that gives Claude (or any MCP-compatible AI client) access to Formula 1 race data. Load any session from 2018 onwards, ask questions in natural language, and get answers backed by real telemetry, timing, and strategy data.

ableton-mcp

An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.

Job Search MCP Server

Enables an MCP-compatible assistant to search public job listings from EURES without an API key, returning details such as title, company, location, remote status, and listing URLs.