Discover Awesome MCP Servers

Quantum Code Validator

An MCP server that provides static validation and documentation lookup for quantum computing libraries, currently supporting PennyLane. It allows users to verify quantum code syntax and method usage against official library documentation to ensure correct implementation.

Cargo MCP Server

Provides a suite of tools for running Cargo commands and interacting with Rust projects through AI agents. It enables automated builds, testing, linting, and documentation generation directly from any MCP-compatible client.

Sentiment Evolution Tracker

An enterprise-ready MCP server that provides persistent sentiment analytics, churn prediction, and automated risk alerting for customer conversations. Enables Claude to track sentiment trends, detect at-risk customers, generate reports, and maintain historical context across interactions.

Ploi MCP Server

Integrates Ploi.io API functionality into AI assistants for managing servers, sites, and databases through natural language. It enables features like one-command deployments, project linking, server log retrieval, and database backup management.

arxiv-mcp

Provides tools to search for arXiv papers, retrieve full-text HTML content via ar5iv, and download papers as PDFs. This server enables LLMs to find and interact with scientific research literature through a standardized interface.

Property Price Search MCP Server

UK Property Price Search MCP Server

Remote MCP Server on Cloudflare

A template for deploying authentication-free MCP servers on Cloudflare Workers, enabling custom tool creation and integration with Claude Desktop and AI Playground.

Contract Inspector MCP

A local Ethereum contract analysis tool that retrieves on-chain information, integrates Etherscan and RPC data, and automatically executes view functions to provide comprehensive contract insights.

U301 URL Shortener MCP Server

U301 URL Shortener MCP Server

mcp-graphql-enhanced

Enhanced MCP server for GraphQL with filtered introspection and full variable support.

GDrive MCP Server

Enables Claude to perform comprehensive read and write operations on Google Docs, Sheets, and Drive folders. It supports file management, content searching, and provides resource access via custom URI schemes for seamless project context integration.

MCP ClickHouse

Enables database operations and cloud infrastructure management for ClickHouse, supporting querying databases with read-only safety controls and managing ClickHouse Cloud services through 50+ comprehensive tools.

Food Tracker MCP

A simple Model Context Protocol (MCP) server that connects Claude AI with the OpenFoodFacts database to create an intelligent nutritional assistant.

Brazilian CEP MCP

An MCP server that enables querying detailed address information from Brazilian postal codes (CEPs) via the ViaCEP API, returning data such as street names, neighborhoods, cities, states, regions, and IBGE codes.

Scancode License Analysis Tool for MCP

Analyzes software licenses using Scancode data to help users identify problematic licenses, affected files, and compliance issues through the Model Context Protocol.

IBM Core Content Services MCP Server

Enables AI agents to interact with IBM FileNet Content Manager for document and folder management, including creation, updates, check-in/out, search, metadata management, and text extraction operations.

Context7 MCP Python Server

Provides real-time access to code library documentation and examples through Context7 API integration, enabling AI assistants to retrieve up-to-date technical documentation, code snippets, and best practices for various programming libraries.

Personupplysning MCP Server

Enables searching and retrieving detailed information about Swedish companies, including financial data and annual reports from Bolagsverket (Swedish Companies Registration Office), with intelligent caching for fast responses.

AI-powered chat system with multiple MCP servers.

AI-powered Chat System with multiple MCP servers.

MCP Outlook Server

Enables AI agents to interact with Microsoft Outlook via the Microsoft Graph API for managing emails and calendar events. It allows users to read and send emails, list messages, and create calendar appointments with automatic Teams links.

Transport Department Puducherry MCP Server

An MCP server that enables interaction with the Transport Department of Puducherry's API services through natural language, providing access to transportation-related data and operations.

MCP智能简历投递助手

Enables AI-driven job application automation for LinkedIn and SEEK platforms with intelligent cover letter generation, automated application submission, and application tracking management. Supports anti-detection measures and complies with platform usage policies for safe job hunting automation.

Engine-MCP

A code understanding and generation system designed for Galacean Engine that helps LLMs comprehend the engine architecture and generate high-quality engine code based on user intent.

TiDB MCP Server

A Model Context Protocol server that allows executing SELECT queries on TiDB databases, with optional support for INSERT, UPDATE, and DELETE operations when explicitly enabled.

WebScout MCP

Enables reverse engineering of web applications and chat interfaces through browser automation, network traffic capture, and streaming API discovery. Provides comprehensive tools for analyzing network patterns, capturing streaming responses, and automating complex web interactions.

Invoices Generator MCP Server

Provides access to the Invoices Generator API to create professional, customizable invoices with detailed buyer, seller, and service information. It supports multiple languages, currencies, and tax configurations through a standardized tool interface.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes built-in rate limiting for protection against abuse.

Sequential Thinking MCP Server

Enables structured, step-by-step problem-solving with dynamic revision and branching capabilities. Supports breaking down complex problems into manageable steps while allowing course corrections and alternative reasoning paths.