Discover Awesome MCP Servers

PostgreSQL MCP Server

Enables users to perform SQL query execution, schema exploration, and performance analysis on PostgreSQL databases through any MCP-compatible client. It prioritizes security with read-only protection by default and provides guided workflows for database documentation and optimization.

Docker Manager MCP

Enables AI assistants to manage Docker containers, deploy stacks, and monitor services across multiple Docker hosts from one centralized location. Supports container lifecycle management, Docker Compose operations, and infrastructure orchestration through natural language commands.

kernel-build-mcp

An MCP server designed for remote Linux kernel cross-compilation over Tailscale SSH. It enables users to manage configurations, execute kernel builds, and retrieve build artifacts directly through an MCP-compatible interface.

Smart Connections MCP Server

Enables semantic search and knowledge graph exploration of Obsidian vaults using Smart Connections embeddings. Provides intelligent note discovery, similarity search, and connection mapping through natural language queries.

Document360 MCP Server

Enables access to Document360 knowledge base content through simple GET operations. Allows searching, browsing categories, and reading articles from Document360 projects using natural language.

MCP Server for CAP

Enables Claude to interact with a document processing backend, providing tools for listing, retrieving, uploading, and processing documents, as well as resources for pending documents and statistics.

exchangerate

Provides real-time exchange rates for any currency pair using open.er-api.com, simplifying currency conversion with a single tool.

Weather MCP Server

镜子 (jìng zi)

rustici-mcp-server

MCP server for interacting with Rustici LRS via xAPI, enabling statement retrieval, analytics, and aggregation operations.

mcp-danish-weather

Provides access to Danish weather data from the Danish Meteorological Institute, enabling users to retrieve current conditions, hourly forecasts, and historical records. It supports location lookups via city names, postal codes, and coordinates for any Danish region.

Azure MCP Server

Integrates Azure cloud services with GenAI applications via the Model Context Protocol, enabling comprehensive Azure API coverage with enterprise-ready features.

Forge

Terminal MCP server for AI coding agents with persistent PTY sessions, ring-buffer incremental reads, headless xterm screen capture, multi-agent orchestration, and a real-time web dashboard.

REAPER MCP Server

A Model Context Protocol server that enables AI agents to create fully mixed and mastered tracks in REAPER DAW, supporting project management, MIDI composition, audio recording, and mixing automation.

GitBranchMCP

A local-first MCP server for AI programming branch notes and mainline decision logging, supporting branch management, summary merging, and Markdown export with optional Git-mode for isolated branch conversations.

AbletonMCP

Connects Claude AI to Ableton Live through the Model Context Protocol, enabling prompt-assisted music production with track creation, instrument loading, clip editing, and session control. Allows users to create complete musical arrangements by describing what they want in natural language.

spectrawl

Unified web layer for AI agents. Search across 8 engines, stealth browse with Camoufox/Playwright, manage cookie auth, and act on 24 platforms.

mcp-server-colab-exec

MCP server that allocates Google Colab GPU runtimes (T4/L4) and executes Python code on them. Lets any MCP-compatible AI assistant run GPU-accelerated code without local GPU hardware.

Cryptair MCP Server

Enables AI agents to certify documents, prove agreements, and verify counterparty claims with on-chain receipts on Hedera Hashgraph. Provides tools for document certification, two-party attestation, and agent registration with zero-config setup.

Garza Home MCP

Personal home automation server integrating unified messaging (Beeper), home security (Abode), UniFi cameras/sensors, ProtonMail, knowledge graphs (Graphiti), Bible resources, and push notifications across 49 tools.

etsy-mcp-server

MCP 服务器与 Etsy 集成

crypto-data-mcp

Free MCP server for real-time cryptocurrency data. Get token prices, market overview, top movers, historical charts, and detailed token info directly in Claude Code, Cursor, or any MCP-compatible AI tool. Powered by CoinGecko with 70+ token mappings and built-in caching.

Jira MCP Server

Enables comprehensive interaction with self-hosted Jira instances using Personal Access Token authentication, supporting issue management, JQL searches, comments, transitions, projects, and custom fields through 27 specialized tools.

dy-mcp-demo (dy-mcp)

A public demo of a personal-context MCP server that exposes six typed contexts (project, idea, preference, writing_style, skill, general) and twelve tools for managing personal data, with an hourly data reset.

HubSpot MCP Server

Enables interaction with HubSpot CRM to create, update, delete, and fetch summary records stored as Note engagements, with support for filtering by date and sharing via chat or email.

XiaoZhi MCP Aggregate

A powerful interface for extending AI capabilities through remote control, calculations, email operations, knowledge search, and more.

MCP Docs Provider

Enables AI models to seamlessly access and query local markdown technical documentation files, providing automatic documentation context without explicit prompting.

graphql2mcp

Convert GraphQL schemas and endpoints into Model Context Protocol (MCP) servers.

Sketchup Integration

通过模型上下文协议将 Sketchup 连接到 Claude AI，使 Claude 能够直接与 Sketchup 交互并控制它，以实现提示辅助的 3D 建模和场景操作。