Discover Awesome MCP Servers

UK Case Law MCP Server

Enables searching and retrieving UK case law from The National Archives, including full judgments with filtering by court, legal area, and date range.

MCP Weather Lab

MCP server that provides weather alerts and forecasts using the National Weather Service API, designed as an educational lab for learning MCP transport and data-layer design.

OHM MCP

Provides comprehensive Python code refactoring capabilities including AST-based analysis, automated refactoring, and performance optimization through the Model Context Protocol.

Maersk Vessel Deadlines MCP Server

Provides access to Maersk vessel information including IMO numbers, vessel schedules, shipment deadlines, and port call data through Maersk's public APIs.

ChatGPT Orchestrator MCP Server

Enables ChatGPT to call an orchestrator agent via a single MCP tool, currently a stub but designed to be replaced with a real agent for task execution.

Agentic Shopping MCP

Enables AI agents to perform e-commerce operations including product search, budget-constrained shopping recommendations, and sustainability analysis. Includes a secure HTTP bridge with OAuth integration and observability features for production deployment.

cvd-mcp

An MCP server that enforces context validity declarations, ensuring agents refuse stale context with a disclosure naming the accountable steward instead of answering confidently with outdated information.

FleetShell

Enables Claude AI to execute commands across multiple remote servers via SSH, with TOTP 2FA authentication and 29 built-in MCP tools for server management.

SPOKEAgent

A structure-aware MCP server for querying the SPOKE biomedical knowledge graph, enabling entity resolution, schema introspection, path finding, and safe Cypher queries for biomedical knowledge inference.

dos-mcp

MCP server providing emulator control for a loopback-only DOSBox-X QMP server, with tools for keyboard input, memory reads, screenshots, and state snapshots to complement Ghidra's GDB TraceRMI debugging.

uk-ai-act-mcp

UK AI regulation compliance MCP server enabling AI regulation tracking, risk classification, and impact assessment for AI systems deployed in the UK.

Tableau MCP

Enables integration with Tableau to query data, explore workbook content, and retrieve visualization images through natural language. It provides developer primitives for building AI applications that interact seamlessly with Tableau servers.

Test Mcp Helloworld

Hello world example for MCP server

Efficient GitLab MCP

Token-efficient GitLab MCP server that delivers 167 tools through 3 meta-tools with progressive disclosure, field projection, server-side file trimming, and keyset pagination for agent context budgets.

mcp-fruityvice

Enables querying fruit nutritional data from the Fruityvice API, including retrieving facts for a specific fruit, listing all fruits, and filtering fruits by nutritional ranges.

Markmap MCP Server

Enables conversion of plain text descriptions and Markdown content into interactive mind maps using AI. Automatically uploads generated mind maps to Aliyun OSS and provides online access links.

mcp-sql-query

An MCP server providing SQLite database access for AI agents, enabling SQL execution, schema inspection, CRUD operations, and data export.

Vestige

A local cognitive memory server for MCP-compatible AI agents, providing persistent, inspectable memory with spaced repetition, predictive retrieval, and a 3D dashboard, all running locally in a single Rust binary.

AutoGen Documentation MCP Server

Enables AI assistants to search and retrieve Microsoft AutoGen documentation across versions with smart search and fallback.

MCP Calculator

A Model Context Protocol (MCP) server example with calculator tools, built using FastMCP.

agent2agent

Enables async, authenticated messaging between AI agents with explicit authorization and persistent inbox.

figma-query

Token-efficient Figma MCP server with image export, query DSL, and design token support.

ActiveMQ MCP Server

Enables AI assistants to manage ActiveMQ message brokers through MCP tools, supporting queue and topic operations, dynamic connection management, message browsing, and health monitoring.

petmed MCP Server

Provides tools to search and read markdown wiki documents and find animal hospitals, pharmacies, and grooming facilities using public data.

ArcAgent MCP

ArcAgent MCP server for bounty discovery, workspace execution, and verified coding submissions

Dokploy MCP Server

Comprehensive, type-safe MCP server providing 380 tools to manage Dokploy deployments, applications, and infrastructure via natural language.

MCP Demo Server

A demo MCP server built with FastMCP that provides simple arithmetic and weather tools, and a greeting resource.

flash-cast-mcp

A deterministic video rendering engine that enables AI agents to create programmable, reproducible videos via MCP protocol.

bambam

MCP server for agent-first Kanban board management, enabling agents to create, move, comment, and claim pebbles (cards) across statuses like requested, code_creation, testing, validation, and complete, with support for blocking, context feedback, and HIL (human-in-the-loop) transitions.

mcp-read-only-sql

Provides secure read-only SQL access to PostgreSQL and ClickHouse databases with built-in safety features like read-only enforcement, timeouts, and managed result files.