Discover Awesome MCP Servers

Kibana MCP Server

Kibana MCP Server

Browser Use MCP Server

A FastMCP server that enables browser automation through natural language commands, allowing Language Models to browse the web, fill out forms, click buttons, and perform other web-based tasks via a simple API.

Azure DevOps MCP Server

Enables interaction with Azure DevOps services including work items, repositories, pipelines, wikis, and test plans through a local MCP server that provides direct access to Azure DevOps REST APIs from your code editor.

Medical Research MCP Suite

Enables comprehensive medical research by querying and analyzing data across ClinicalTrials.gov, PubMed, and FDA databases with AI-enhanced cross-database insights, risk assessments, and competitive intelligence.

Spec Workflow MCP

An intelligent MCP server that helps development teams maintain high-quality project documentation by providing an AI-powered workflow for creating comprehensive specifications through requirements, design, and implementation documents.

Instagram MCP Server

Enables LLMs to interact with Instagram through a comprehensive toolkit for account management, content creation, messaging, social graph analysis, and content discovery.

Knowledge Graph Memory Server

A persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and comprehensive tag-based organization.

Zendesign MCP Server

An MCP server that allows Cursor users to fetch real-time information about Zendesign design system components.

Slack Search MCP Server

Enables searching and retrieving messages across Slack workspaces using Slack's search API. Supports pagination, filtered results, and returns message details including text, timestamps, users, channels, and permalinks.

Weather MCP Server

Enables temperature conversion from Fahrenheit to Celsius through HTTP requests. Provides a simple MCP tool for temperature unit conversion with AWS Lambda deployment support.

Superglue MCP

A service that enables agents to build deterministic workflows across apps, databases and APIs using natural language, handling schema mapping, drift detection, and execution of integration pipelines automatically.

MCP Complete Implementation Guide

Provides a complete end-to-end MCP server implementation with file system tools, web scraping capabilities, and system information access. Includes ready-to-use configuration files and integration examples for Claude Desktop, ChatGPT, and other AI models.

fumadocs-mcp

An MCP (Model Context Protocol) server that provides AI tools with access to Fumadocs documentation. This makes it easier for AI assistants to help you integrate Fumadocs into your existing projects.

NotebookLM MCP Server

Enables AI assistants to interact with Google NotebookLM to manage notebooks, sources, and conversations via the Model Context Protocol. It allows for querying sources using NotebookLM's AI and automatically saving responses as notes.

OpenAPI MCP Server

Exposes OpenAPI specifications as MCP tools, enabling AI assistants to explore and understand API structures, endpoints, schemas, and documentation through semantic queries.

MCP Sentiment Analysis Server

This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).

Mix Server

Đây là máy chủ MCP đơn giản nhất trên thế giới để lấy giờ hiện tại của địa phương.

Traktamente MCP Server

Provides access to Swedish per diem (traktamente) rates from Skatteverket's official API, enabling queries by country, year, or country code for international travel expense calculations.

mcp-gmail

Provides a suite of 17 tools for searching, reading, sending, and managing Gmail messages and drafts through the Model Context Protocol. It enables comprehensive email management including label organization, archiving, and attachment handling directly within MCP-compatible clients like Claude.

yazio-mcp

MCP server for managing Yazio user & nutrition data (unofficial)

Slack MCP Server

A Model Context Protocol server that provides read-only access to Slack data including messages, channels, and users through secure API endpoints.

ArXiv-MCP

A Model Context Protocol server that enables AI agents to search, retrieve, and analyze academic papers from arXiv, supporting features like keyword search, paper details retrieval, content extraction, and paper analysis.

Draw.io Diagram Server

Generates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.

Titanmind WhatsApp MCP

A WhatsApp marketing and messaging service that handles both free-form messages (within 24-hour window) and template workflows for bulk messaging, supporting conversation management and template creation/registration.

MedVision MCP

Provides AI-powered medical image analysis tools for LLM agents, enabling tasks such as X-ray classification, interactive segmentation, and visual question answering. It supports multi-step diagnostic reasoning and clinical workflows through a suite of specialized medical AI models.

obsidian-ts-mcp

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.

MCP Code Checker

Enables AI assistants to perform comprehensive code quality checks including pylint, pytest, and mypy analysis on Python projects, with smart prompts for explaining issues and suggesting fixes.

Jina AI Remote MCP Server

Provides access to Jina's web search, content extraction, image search, and AI-powered reranking tools through a comprehensive suite of URL processing and semantic analysis capabilities. Enables users to search the web, extract clean markdown from URLs, capture screenshots, search academic papers, and perform advanced text/image deduplication with embeddings.

Fibonacci MCP Server

A secure Model Context Protocol server that provides tools for calculating Fibonacci numbers, BMI, and generating code review prompts with comprehensive security measures for production deployment.

MCP Server for continue.dev

A Python server implementing the Model Context Protocol to provide customizable prompt templates, resources, and tools that enhance LLM interactions in the continue.dev environment.