发现优秀的 MCP 服务器

pg-mcp

PostgreSQL MCP server that converts natural language to SQL and executes queries, with multi-database support and robust read-only safety checks.

mem0-mcp-server

A local MCP server that exposes Mem0 as persistent memory tools to any MCP client, storing data locally with no cloud API or API key required.

Pacioli

MCP server that connects Claude Code to the Holded API for natural language financial, accounting, and invoicing queries, with built-in Spanish PGC context.

mcp-elexon

Enables access to Great Britain electricity grid and market data via the Elexon BMRS Insights API.

Claude Todo MCP Server

Adds persistent task management to AI coding assistants in IDEs, allowing them to track multi-step tasks across sessions and maintain organized workflow with project-scoped todo lists.

Hyperliquid MCP Server

A Model Context Protocol server providing comprehensive tools to access real-time market data, trading information, user positions, and analytics for the Hyperliquid perpetual futures exchange.

MCP Server Template

A template MCP server implementing the 2026-07-28 spec with dynamic tool loading, API key authentication, and sample calculator and timestamp tools.

swiftsign-mcp

E-signature for AI agents. One unauthenticated call returns a sandbox API key (no account, no browser), then the agent can send documents for signature, check status, and download the sealed PDF plus Certificate of Completion.

MCP Playground

Research and analysis toolkit offering real-time data access via MCP, including web search, stock prices, YouTube transcription, weather, and Toronto crime statistics.

MCP Docent Server

一个由人工智能驱动的服务器，可以分析上传的图像，并自动生成针对各种图像的解释性文本（讲解词）。

Databricks MCP Server

Enables AI assistants like Claude to interact with Databricks workspaces through custom prompts and tools. Supports cluster management, SQL execution, and workspace operations with OAuth authentication.

figma-ui-mcp

Enables MCP clients to read design structure, take screenshots, create nodes, and edit UI directly on Figma canvas via a bridge between MCP and Figma Desktop.

speclib-mcp

An MCP server that enables AI agents to search, discover, and retrieve technical specifications from a SpecLib instance. It provides tools for full-text search, scope listing, and reading specs as markdown content.

portal-mcp-server

SSH orchestration MCP server for coding agents, enabling persistent bash sessions, hash-protected remote file editing, SFTP transfers, SSH tunnels, and multi-host orchestration with connection reuse across tools.

gossipcat

Enables multi-agent code review with cross-verification of findings against source code, catching hallucinations and improving agent accuracy over time.

@cyanheads/onebusaway-mcp-server

Enables querying stops, routes, real-time arrivals, vehicle positions, and schedules from OneBusAway transit APIs via MCP, supporting STDIO or Streamable HTTP.

UNITARES

Runtime governance for AI-agent fleets that continuously monitors agent health, confidence, and behavior through check-ins, and returns verdicts to enable self-correction before failures occur.

Paddle MCP Server

一个模型上下文协议服务器，提供与 Paddle Billing API 交互的工具，使用户能够管理产品、价格、客户、交易、订阅，并创建自定义财务报告。

zhipu-vision

A multi-provider vision model MCP server with automatic failover, providing a single tool analyze_image for image recognition and understanding across multiple models.

voidsend-mcp

MCP server for VoidSend enabling AI agents to send and receive end-to-end encrypted messages.

book-notes-mcp

A knowledge base MCP server that enables AI agents to search and reference structured business book notes stored as YAML files. It provides seven tools for accessing book information, highlights, concepts, and connections without relying on LLM APIs.

Scrivener MCP Server

Enables AI assistants to read, write, organize, search, and compile Scrivener writing projects. Supports manuscript editing, document management, consistency checking, and PDF export for writers using Scrivener 3.

smartling-mcp-docker

A Docker-based MCP server wrapping the Smartling CLI, enabling natural language management of translation projects, files, and glossaries.

DialMCP

A hosted MCP server that enables AI agents to place real phone calls from a verified caller ID, with async call management and built-in safety controls.

Expense Tracker MCP

Provides tools for natural language expense management, including automated categorization using embeddings and real-time transaction tracking. It enables users to create expenses, generate spending summaries, and analyze subscriptions through the Model Context Protocol.

Code Sandbox MCP Server

Execute Python, JavaScript, or SQL code in a sandboxed environment and retrieve stdout, execution time, and errors with pay-per-call via x402 (USDC on Base L2).

Fitbit MCP

Local-first MCP server that connects AI agents to your Fitbit activity, sleep, heart-rate, HRV, SpO2 and weight data.

Garmin MCP Gateway

A multi-user OAuth 2.1-protected gateway that enables Claude to access Garmin Connect tools through secure per-user sessions.

antigravity

Enables local AI agents to generate code and interact with Google Antigravity (Gemini Pro) via MCP, consuming zero API tokens.

document-creation-mcp

MCP server for AI-driven document creation, enabling generation of PowerPoint decks with consistent design themes and auto-generated images via ComfyUI.