Discover Awesome MCP Servers

SuperiorAPIs MCP Server Tool

A Python-based MCP server that dynamically fetches plugin definitions from SuperiorAPIs and auto-generates tool functions based on OpenAPI schemas, enabling integration with various APIs through natural language.

Docker MCP Server

Enables natural language interaction with Docker commands and operations. Supports container management, image operations, system information, and Docker Compose through conversational requests.

Ingrids Reisetjenester

Enables intelligent travel planning by combining weather forecasts and route calculations for destinations. Provides personalized travel recommendations based on weather conditions and supports trip planning with persistent conversation memory.

Outlook MCP

Enables semantic search and AI-powered analysis of Outlook emails using RAG-based natural language queries and Vision AI for architectural documents, with specialized support for AEC workflows.

MCP ContentEngineering

Enables direct access to raw Markdown content from files or directories without processing. Perfect for providing AI models with business rules, documentation, or knowledge bases exactly as written.

FinSight

What it does: * Portfolio risk profiling (per-asset and portfolio-level) * Target allocation based on risk profile (conservative/moderate/aggressive) * Diversification scoring via HHI index * Sharpe proxy calculation * Concentration risk detection * Rule-based rebalance recommendations

MCP DuckDuckGo Search Server

Enables integration with DuckDuckGo search capabilities for LLMs, supporting comprehensive web search, regional filtering, result types, and safe browsing with caching and customizable search parameters.

HexagonML ModelManager MCP Server

Provides a Model Context Protocol interface for HexagonML ModelManager tools, enabling interaction with machine learning model management functionality through natural language.

Strava MCP Server

Enables users to interact with their Strava data through natural language to analyze workouts, track fitness progress, and explore routes. It supports retrieving detailed activity stats, heart rate data, and segment insights directly within AI assistants.

DevContext

An autonomous MCP server providing project-centric context awareness through keyword analysis, relationship graphs, and structured metadata retrieval. It enables intelligent codebase understanding and task management workflows by continuously learning from development patterns and conversations.

LolByte MCP Server

Enables interaction with League of Legends game data through the Riot Games API. Allows users to query player statistics, match history, and game information using natural language.

Advanced Hasura GraphQL MCP Server

Enables AI agents to interact with Hasura GraphQL endpoints to discover schema structures and execute queries or mutations. It provides specialized tools for table introspection, data previewing, and performing data aggregations through natural language.

Neon MCP Server

Lets you use Claude Desktop, or any MCP Client, to use natural language to accomplish things with Neon.

Malaysia Open Data MCP

MCP server providing access to Malaysia's government datasets, dashboards, weather forecasts, and transport data through a unified search system and hybrid data access architecture.

ProAlpha MCP Server

A Model-Context-Protocol server that provides a read-only interface to ProAlpha MSSQL databases, automatically capturing database schemas and enabling data analysis through SQL queries.

Bootpay Developer Docs MCP Server

Enables AI coding tools to search and retrieve Bootpay payment and commerce developer documentation, including integration guides and customer service manuals. It facilitates tasks such as payment linking, billing key issuance, and webhook configuration through natural language queries.

Quant Companion MCP

Provides real-time options analytics, pricing with Greeks, Monte Carlo simulations, volatility analysis, strategy backtesting, and risk metrics using actual market data from Yahoo Finance and Polygon.io.

vyos-mcp

An MCP server for managing VyOS routers via the HTTPS REST API, enabling configuration changes, operational commands, and system maintenance tasks. It also provides tools to search and read live VyOS documentation directly from official sources to assist with command syntax and router features.

Frihet MCP Server

AI-native business management — invoices, expenses, clients, products, quotes, and webhooks. 31 tools for Claude, Cursor, Windsurf, and Cline.

nonmem-mcp-server

An MCP server for NONMEM pharmacometric modeling that provides structured access to model parsing, execution, and results analysis. It enables users to perform diagnostics, manage PsN workflows, and translate models to mrgsolve for PK simulations through natural language.

KPC Component Library MCP Server

AI code generation service for KPC component library that solves hallucination problems by providing accurate component APIs, validation rules, and usage examples.

mcp-servers

Repository for Model Context Protocol Servers

Investment Memorandum Processor MCP Server

An MCP server that automates extraction of structured financial data from investment memorandums and generates standardized PowerPoint presentations through a RESTful API.

Netlify Express MCP Server

A basic example MCP server running as a serverless function on Netlify using Express. Demonstrates how to deploy and run Model Context Protocol servers in a serverless environment with proper URL routing configuration.

OpenAPITools SDK

Your APIs, Now AI Tools. Build mcp servers in a minute.

Obsidian MCP Tool Server

Provides an MCP server that allows AI assistants to interact with Obsidian vaults, enabling reading/writing notes, managing metadata, searching content, and working with daily notes.

Shortcut MCP Server

A Model Context Protocol server that integrates Shortcut project management functionality with AI assistants like Cursor, Windsurf, Claude Code, and Zed.

tlc-portal-mcp

Enables Claude Code and Codex to manage TwolineCloud internal portal vacation functions through a local stdio-based MCP server. Supports browser-based authentication, leave balance queries, vacation request submissions, and cancellations with locally stored JWT tokens.

pyATS MCP Server

An MCP Server for pyATS (experimental)