Discover Awesome MCP Servers

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.

flash-cast-mcp

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

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.

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 Demo Server

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

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.

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.

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.

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.

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.

TouchDesigner MCP Server

Enables AI coding assistants to access comprehensive TouchDesigner operator documentation, Python API references, and tutorials for building TouchDesigner networks.

iMessage MCP Server

Enables AI assistants to read, search, and send iMessages, manage contacts, and access attachments on macOS.

Marketing MCP Server

Centralizes 10 marketing APIs into 14 MCP tools for AI assistants to pull data, audit sites, research trends, and manage Google Drive without switching tabs.

sshmcp

A stateful SSH MCP server that gives Claude persistent shell sessions over SSH, preserving working directory, environment variables, and state across commands.

google-maps-comprehensive-mcp

Comprehensive MCP server for Google Maps APIs, enabling geocoding, place search and details, distance matrix, elevation, and directions through natural language.

Deep Research MCP

A Python-based agent that integrates research providers (OpenAI, Gemini, DR-Tulu, Open Deep Research) with Claude Code via the Model Context Protocol for automated deep research.

Terraform Plan Analyzer MCP Server

Provides tools to execute Terraform commands, analyze plan outputs for resource changes, and generate detailed markdown reports. It supports custom environment variables and filtering patterns to streamline infrastructure analysis and management.

Arsenal MCP

A Kali Linux-based MCP server that exposes over 45 penetration testing tools for AI-assisted security auditing and vulnerability scanning. It features strict scope enforcement, structured output parsing, and persistent finding storage to automate the offensive security workflow.

PubNub MCP Server

A CLI-based Model Context Protocol server that exposes PubNub SDK documentation and Functions resources to LLM-powered tools like Cursor IDE, enabling users to fetch documentation and interact with PubNub channels via natural language prompts.

codex-serverops-mcp

A Windows-first MCP server that maintains persistent stateful SSH sessions to Linux servers, enabling Codex to run commands, manage files, and use sudo without exposing credentials.

Thoughtbox

next-gen reasoning MCP for agentic AI's Wave Two. successor to Waldzell AI's Clear Thought server.

pve-mcp-server

Read-only Proxmox VE MCP server providing 25 tools for VM, LXC, node, storage, and cluster inspection via stdio transport.

Google Sheets MCP Server

Wraps the Google Sheets API for reading, appending, updating ranges and adding dropdowns, with an optional Gmail monitor to automate job application tracking.

timetastic-mcp

An unofficial MCP server that exposes the Timetastic API to enable querying and managing absence & leave data.

ThinChain

MCP server that sanitizes bad broker data and compresses 500-row options chains to strategy-specific slices for AI trading agents. 95% token reduction. Handles ghost quotes, inverted spreads, and impossible greeks automatically.