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.

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

This is the simplest mcp server in the world to get local current time.

yazio-mcp

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

Apache Hadoop Hive MCP Server by CData

Apache Hadoop Hive MCP Server by CData

Google Jules MCP

Enables automation of Google Jules AI coding assistant through task creation, code review automation, repository management, and AI-powered development workflows. Supports multiple session modes including cloud deployment with persistent authentication.

CloudBase MCP

Bridges AI IDEs with Tencent CloudBase for seamless deployment, enabling users to go from AI-generated code to live applications with automatic cloud resource configuration, database setup, and intelligent debugging.

ClickUp MCP Server (Enhanced Fork)

Integrates ClickUp tasks with AI applications, enabling natural language management of tasks, dependencies, time tracking, tags, documents, and workspace organization. Enhanced fork adds task dependency management and improved parameter handling.

Enhanced QR Code MCP Server

Generates QR codes and automatically saves them as PNG files with metadata tracking, batch processing capabilities, and organized file management for production workflows.

n8n-fabric

Wraps n8n with an MCP server and vector storage to enable semantic search, management, and execution of automated workflows. It integrates with other tools to make workflows searchable and orchestratable within a larger automation ecosystem.

MCP Character Tools

Provides 14+ character-level text analysis tools that give LLMs the ability to accurately count letters, analyze individual characters, and work with text at the character level—overcoming tokenization limitations.

Safe Local Python Executor/Interpreter

Stdio MCP Server wrapping custom Python runtime (LocalPythonExecutor) from Hugging Faces' smolagents framework. The runtime combines the ease of setup (compared to docker, VM, cloud runtimes) while providing safeguards and limiting operations/imports that are allowed inside the runtime.

Swit MCP Server

A Model Context Protocol server that integrates with Swit collaboration tools, allowing LLM clients to interact with Swit workspaces, channels, and messages through OAuth authentication.

MCP Securities Analysis

A Python-based FastMCP server that provides financial tools for securities analysis, including market data, news, fundamental/technical analysis, and visualization capabilities that can be consumed by any MCP-aware client.

shadcn-vue-mcp

Shadcn-vue MCP Server is a powerful AI-driven tool that helps developers instantly create beautiful, modern UI components through natural language descriptions. It integrates the shadcn-vue component library and tailwindcss, seamlessly connects with mainstream IDEs, and provides a streamlined UI dev

Tagny MCP Server

Enables web browsing capabilities for locally served LLMs through URL text fetching, link extraction, and web search using Brave and DuckDuckGo engines. Designed to enhance LLMs with real-time web access through the MCP protocol.

Enhanced Grok Search MCP Server

Provides comprehensive web, news, and Twitter search capabilities using the xAI Grok API with both basic and deep analysis modes. It includes advanced features like timeline generation, sentiment analysis, and built-in reliability through caching and retry logic.

ishika_mcp

ishika mcp

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.

LCSH MCP Server

Allows AI assistants to search the Library of Congress Subject Headings (LCSH) through a simple API interface, making it easy to query and retrieve official subject headings and related terms.

Documentation Crawler & MCP Server

Toolset that crawls websites, generates Markdown documentation, and makes that documentation searchable via a Model Context Protocol (MCP) server for integration with tools like Cursor.

AWS MCP Server

A Model Context Protocol server allowing Claude AI to interact with AWS resources through natural language, enabling users to query and manage AWS services without using the traditional AWS Console or CLI.

dex-metrics-mcp

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.