Discover Awesome MCP Servers

Workflow MCP Server

Enables AI assistants to evaluate task complexity, verify package installation safety, and log complex reasoning processes. Provides structured assessment of multi-step tasks and environment validation for safer code execution workflows.

Microsoft Teams MCP Server by CData

Microsoft Teams MCP Server by CData

IR Toolshed MCP Server

A Model Context Protocol server that provides network analysis tools for security professionals, enabling AI models like Claude to perform tasks such as ASN lookups, DNS analysis, WHOIS retrieval, and IP geolocation for security investigations.

k6-mcp-server

A Model Context Protocol (MCP) server implementation that allows AI assistants to run k6 load tests through natural language commands, supporting custom test durations and virtual users.

Python MCP Server

A Model Context Protocol server that extracts and analyzes Python code structures, focusing on import/export relationships between files to help LLMs understand code context.

Random-Generator

An encrypted and secure random number generation server that complies with the MCP protocol, suitable for AI applications, LLMS, and other systems that require high-quality random numbers.

Trademark Big Data MCP Server

Provides comprehensive trademark information services, including fuzzy company search, detailed trademark status tracking, and statistical analysis. Users can analyze trademark portfolios by tracking application trends, registration data, and category distributions for specific companies.

Laravel MCP Companion

Provides instant access to comprehensive Laravel ecosystem documentation including multi-version core docs (6.x-latest), Laravel services (Forge, Vapor, Nova, Envoyer), and 42,000+ lines of community package documentation with intelligent search and use-case mapping.

OPC UA MCP Server

Connects AI agents to OPC UA-enabled industrial systems for real-time monitoring and control of operational data. It enables users to read, write, and browse industrial device nodes through natural language interactions.

NotebookLM MCP Server

Enables AI agents like Claude and Cursor to directly query Google's NotebookLM for zero-hallucination answers based on your uploaded documents, eliminating the need for manual copy-pasting and providing expert-level synthesized responses with source citations.

Appwrite MCP Server

Enables interaction with Appwrite's backend services through natural language. Provides tools to manage databases, users, functions, teams, storage, and other Appwrite project resources via API integration.

HAPI-MCP

A Model Context Protocol server that enables querying FHIR healthcare data using natural language, allowing doctors to retrieve patient information, medications, observations, and other healthcare records.

Fastmail MCP Server

Enables AI assistants to securely access and search Fastmail emails via the JMAP API. Supports searching emails, retrieving full email content, and listing mailboxes with read-only access using Fastmail API tokens.

Smartsheet MCP Server by CData

Smartsheet MCP Server by CData

Oura Ring OAuth2 MCP Server

Enables access to Oura Ring sleep data through OAuth2 authentication. Supports querying sleep scores and data from last night, past week, or specific dates.

Jina AI MCP Server

An MCP server that provides access to Jina AI's powerful web services (page reading, web search, fact checking) through Claude.

MCP Calculator

A protocol implementation that extends AI capabilities through a WebSocket interface, enabling mathematical calculations, email operations, knowledge search, and remote device control.

Tool-Plaid

Enables interaction with Plaid's financial data API to sync bank transactions and retrieve account balances with secure encrypted token storage.

Compass

MCP Compass is a discovery and recommendation service that assists AI assistants in finding and understanding Model Context Protocol servers through natural language queries.

Hands-on MCP (Message Control Protocols) Guide

MCP basic

MCP Weather SSE Server

An MCP server that connects AI assistants to real-time weather data through OpenWeatherMap API using Server-Sent Events.

Get笔记 MCP Server

Integrates with Get笔记 (GetBiji) API to enable AI-powered knowledge base search and retrieval. Provides tools for enhanced semantic search, raw content recall, and rate limit monitoring.

Nutrient Document Engine MCP Server

Enables AI agents and users to process documents through natural language, supporting PDF operations like text extraction, redaction, splitting, form filling, annotations, and content search.

AgentGo MCP Service

A Model Context Protocol service that enables agent authentication and integration with TrustGo platform, providing access to real-time data like price, sigma score, and mindshare bubble analytics.

Activity Collector MCP

Collects and aggregates developer activity data from GitLab, GitHub, Google Calendar, and Outlook Calendar. Enables tracking of commits, pull requests, code reviews, issues, and meeting information across multiple platforms with secure OAuth authentication.

GoCardless MCP Server

Enables AI assistants to interact with GoCardless payment data, providing tools to manage customers, payments, mandates, subscriptions, and payouts. Includes Xero integration support for automatic parsing of metadata.

Mnemosyne MCP

An active, stateful software knowledge graph engine that serves as an 'all-knowing development partner' for AI agents and human developers by modeling software projects into queryable knowledge graphs.