Discover Awesome MCP Servers

sshmcp

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

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.

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.

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.

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.

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.

Dokploy MCP Server

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

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.

Redash MCP Server

Enables interaction with Redash through its API to execute SQL queries, retrieve results, and manage data sources. It allows users to query data and explore data sources directly through natural language interfaces.

mcp-sql-query

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

CasualMarket

A Taiwan stock trading MCP server providing over 23 tools for real-time stock prices, financial analysis, market information, and simulated trading.

stock-market-mcp-server

Enables LLMs to access stock market and cryptocurrency data through the Financial Datasets API, including financial statements, prices, metrics, and press releases.

Scientific Paper Reading Assistant

Enables local analysis of scientific papers including PDF parsing, mathematical formula extraction with AST generation, PyTorch code generation from methodology, and automated Markdown report generation with visualizations.

Clear Thought MCP Server

Provides mental models, design patterns, debugging approaches, and structured thinking tools for enhanced problem-solving capabilities in LLM applications.

NorthCinder

NorthCinder is an MCP server that enables AI agents to compare products against a brief, rank them with explanations, and support approved checkout, all while running locally with privacy controls.

Huly MCP Server

MCP server providing full coverage of the Huly SDK — issues, projects, workspaces, members, and account management.

pixelblaze

Enables Claude to create, update, and manage LED patterns on a PixelBlaze controller, including setting brightness and reading device info, through a set of tools that interact with the device's API.

INFATON MCP35

MCP server for 1C:Enterprise ERP with 35 tools: metadata inspection, document CRUD, register queries, and BSP integration. First MCP server for Russian ERP systems (300,000+ organizations). JSON-RPC 2.0 compliant BSL implementation.

Enterprise MCP Server

Enables querying Chinese enterprise business data including company profiles, shareholder information, investments, branch offices, and key personnel through fuzzy search and detailed lookups.

notify-hub

Unified notification MCP server with 36 tools to send messages across 23 channels — Email, SMS, Slack, Telegram, Discord, Teams, WhatsApp, Firebase Push, and more.

mcp-airtable

Enables AI assistants to perform complete CRUD operations on Airtable bases, tables, records, fields, and comments, with batch processing and file attachment support, plus enterprise-grade reliability features.

wigle-mcp

An MCP server that exposes WiGLE.net wardriving lookups as tools for LLMs, enabling searches and details for WiFi networks, Bluetooth devices, and cell towers.

SDW_Search

A provider-neutral Web Search MCP server and CLI that combines live search, scholarly discovery, verified PDF downloads, URL normalization, multi-provider ranking, secure page fetching, caching, and citation-ready research evidence.

Apify YouTube Transcripts MCP Server

Provides YouTube video transcripts as structured JSON, including timestamped captions and plain text, through the Apify YouTube Transcripts API. Supports single or batch video URLs across multiple formats.

swarm-mcp

An MCP server that exposes Swarm's fact reconciliation to AI agents, allowing them to query scope, evidence gaps, and review requirements without being able to issue a final verdict.

codex-cua-mcp

Enables AI agents to control Windows desktop applications by wrapping Codex's Computer Use capability.