发现优秀的 MCP 服务器

actions-xyz-mcp

Extract structured action items from meeting transcripts and notes using the actions.xyz API

M3 Memory

Local-first persistent memory layer for MCP agents with hybrid search, file ingestion, and GDPR compliance.

DAI MCP Server

Provides persistent memory capabilities through Neo4j graph database integration, allowing storage and retrieval of interconnected knowledge with complex relationships between entities. Enables long-term retention and querying of information across multiple conversations through graph-based memory management.

Elba MCP Server

Manage voice AI agents from Claude Code, Cursor, VS Code, or any MCP-compatible assistant.

Universal Image Generator MCP Server

A multi-provider AI image generation server that allows users to create and transform images using Google (Imagen & Gemini), ZHIPU AI CogView-4, or Alibaba Bailian through any MCP-compatible application.

Content Distribution MCP

This server that distributes a single piece of content across 8+ channels (DEV.to, Hashnode, GitHub Discussions, Reddit, Bluesky, LinkedIn, Medium, Twitter) with automatic platform-specific adaptation, idempotent publishing, per-community anti-spam rules, and centralized state management.

anvie-frappe-mcp-wrapper

Automates setup and configuration for frappe-mcp, enabling management of multiple Frappe projects with easy switching and binary downloads.

creative-tagger-mcp

Provides structured creative intelligence for ad creatives, enabling AI agents to analyze, tag, and optimize ad performance across 28 dimensions with memory and brand customization.

flexorch-mcp

Enables Claude and other MCP-compatible agents to process documents, extract structured data, detect PII, and export LLM-ready datasets through natural language tool calls.

CoinStats MCP Server

CoinStats API 的 MCP 服务器。 提供对加密货币市场数据、投资组合跟踪和新闻的访问。

weather-mcp

Provides US weather alerts and forecasts via the National Weather Service API.

Grok Search MCP

A local stdio MCP server that exposes xAI-compatible server-side search through a Responses API relay, providing web and X search tools with citation and cost reporting.

@chargebee/mcp

将AI代理连接到Chargebee平台的MCP服务器。

chronosync-mcp

Free, keyless MCP server for timezone conversion, world clock, DST-aware date arithmetic, and cross-timezone meeting scheduling using IANA timezones.

GoLogX (logx-mcp)

Tamper-evident audit logging for AI agents. Append-only, hash-chained, optionally Ed25519-signed log. The MCP server lets an agent keep and verify a record of what it actually did.

Mermaid SVG MCP Server

Generates SVG diagram files from Mermaid syntax with support for multiple themes and customizable backgrounds, using Puppeteer for reliable rendering.

TMDB MCP Server

Provides access to The Movie Database (TMDB) API, enabling users to search and retrieve comprehensive information about movies, TV shows, and people. It supports trending lists, recommendations, and media details, returning results in Chinese by default.

Nerf (nib) MCP Server

Enables AI agents to create and edit diagrams on a live canvas via MCP tools, including adding nodes, edges, and batching operations, with conflict detection via versioning.

Freshdesk MCP Server

Enables fetching and searching Freshdesk tickets, including details like conversations, attachments, and custom fields, via natural language queries.

@restforge-dev/mcp-server

MCP server that exposes RESTForge capabilities to AI agents, enabling them to set up, configure, generate code, and manage RESTForge projects through natural language.

lmstudio-mcp

Enables diagnosing, testing, benchmarking, and deliberately controlling LM Studio through a local-only MCP stdio server, with mutations disabled by default and evidence-based capability verification.

odatav4-mcp

An MCP server for OData v4 endpoints, especially Microsoft Dataverse/Dynamics 365, enabling authentication, schema discovery, querying, CRUD, and more via natural language.

Binance Cryptocurrency MCP

Enables AI agents to access real-time Binance cryptocurrency market data including prices, order books, candlestick charts, trading history, and 24-hour statistics through natural language queries.

email-mcp-plus

An MCP server for Microsoft Graph email that uses $filter instead of $search, allowing filtered email searches with sorting. It reuses the existing email-mcp authentication and provides tools for searching, listing folders, and retrieving email content.

icloud-calendar-mcp

MCP server for iCloud (Apple) Calendar access via CalDAV

stock-mcp-server

A MCP server that fetches real-time Chinese stock data from East Money, supporting quotes, K-line charts, rankings, shareholder data, and more.

loadingmcp-mcp

Plan optimal container & truck loads: 3D layouts, right-size the container mix, and check utilization, centre of gravity, crush protection and securing across 200+ equipment types.

MCP Utility Server

一个模型上下文协议服务器，提供用于开发和测试的实用工具，提供诸如个性化问候、随机抽卡和日期时间格式化等功能，并具有可扩展的架构。

Savanto MCP Server

Exposes Savanto AI workspace tools to MCP clients, enabling natural-language configuration, content management, analytics, and diagnostics for store AI assistants.

ScreenLane

Screen-aware voice command layer for AI agents that captures screen context and instructions to build agent-ready commands for various tools.