发现优秀的 MCP 服务器

Dashboard Agent MCP

Enables agents to create interactive dashboards from natural language queries, returning both text results and portable dashboard resources for MCP Apps-compatible hosts.

Grimmory MCP Server

Enables AI assistants to manage a Grimmory book library through 53 specialized tools for books, authors, shelves, reading progress, metadata, and more.

tv-recommender-mcp-server

tv-recommender-mcp-server

Zyfy MCP Server

Enables natural language queries about UK postcodes and vehicles, including flood risk, crime rate, broadband coverage, property prices, MOT history, and ULEZ compliance.

redmine-mcp

Enables to interact with Redmine issues through the MCP protocol, allowing operations like get, list, create, and update tickets.

mcp-gitlab MCP Server

镜子 (jìng zi)

dex-metrics-mcp

An MCP server that tracks trading volume metrics segmented by DEX, blockchain, aggregator, frontend, and Telegram bot.

adsb.lol MCP Server

Provides AI assistants with real-time aircraft tracking, FAA registration, and OpenSky flight data through the Model Context Protocol.

weather mcp

A lightweight Model Context Protocol (MCP) server that gives AI assistants the ability to fetch real-time weather data for any city using the OpenWeatherMap API.

Zillow MCP Server

A Model Context Protocol server that provides real-time access to Zillow real estate data, enabling property search, detailed information retrieval, Zestimates, market trends analysis, and mortgage calculations.

ScalpStream MCP

An MCP server that purchases small factual datasets on demand via x402 micropayments (about $0.01 per call), offering tools for financial research, fuel prices, air quality, and border crossings while supporting preview-only mode and configurable spending limits.

Loop MCP DualRail

Enables AI agents to pay for MCP tool calls using either Bitcoin/Lightning (L402) or USDC (x402) rails, with unified settlement and a 21% discount for Bitcoin payments.

harmony-mcp

An MCP server that enables AI assistants to interact with WeChat Mini Programs, allowing developers to publish versions, analyze package size, diagnose compilation errors, and manage projects via natural language.

elefante

Open, Git-native memory protocol for MCP agents: stores memories as Markdown files in a Git repo, enabling portability, auditability, and human-editable memory across different AI agents.

OmniTaskAgent

A multi-model task management system that enables intelligent task creation, decomposition, status tracking, and dependency management through natural language, with support for integration into editors via MCP protocol and connection to various professional task management systems.

acrawl

Autonomous LLM-powered web crawler with 17 browser tools and goal-driven agent. Single Rust binary with stealth browsing, provider-agnostic LLM support, and built-in MCP server.

mcp-research-server

Provides access to research paper topics and lists via a remote SSE server, enabling users to explore folders, topics, and execute prompts.

HumanizerMCP

Detects and removes 24 types of AI writing patterns, offering dual-mode humanization (rule-based and LLM-enhaced) with tools for detection, style transfer, scoring, and batch processing.

OpenAPI MCP Server

Exposes OpenAPI specifications as MCP tools, enabling AI assistants to explore and understand API structures, endpoints, schemas, and documentation through semantic queries.

Deep Code Reasoning MCP Server

Pairs Claude Code with Google's Gemini AI for complementary code analysis, enabling intelligent routing where Claude handles local-context operations while Gemini leverages its 1M token context for distributed system debugging and long-trace analysis.

MCP Sentiment Analysis Server

This server implements the Model Context Protocol to provide sentiment analysis of text, returning polarity, subjectivity, and overall assessment (positive, negative, or neutral).

tsx-query

Semantic React/TSX analysis MCP server that saves 70-90% tokens by using AST to retrieve precise component usages, prop flow, and state update information for AI coding assistants.

mac-audio-router-mcp

Enables AI agents to manage macOS audio routing, device switching, volume control, and multi-zone playback.

hou-tea

First public release of @hou-tea/mcp-server. The first MCP server that lets any AI agent (Claude Desktop, Cursor, Cline, Continue, Zed) browse, recommend, compare, and buy authentic Chinese tea from hou-tea.com using USDC stablecoin via the x402 protocol. Install ```bash npx @hou-tea/mcp-server ```

Knowledge Graph Memory Server

A persistent memory server that implements a local knowledge graph using the Kuzu embedded database to store entities, relationships, and observations. It enables AI models to maintain structured long-term context through searchable nodes and comprehensive tag-based organization.

MCP Server OAuth Toy

A simple MCP server with OAuth 2.0 authentication for testing OAuth support in mcp-cli.

mcp-gmail

Provides a suite of 17 tools for searching, reading, sending, and managing Gmail messages and drafts through the Model Context Protocol. It enables comprehensive email management including label organization, archiving, and attachment handling directly within MCP-compatible clients like Claude.

Mix Server

这是世界上最简单的获取本地当前时间的 MCP 服务器。

Jaz AI

The complete agent surface for Jaz accounting, providing 284 MCP tools and domain knowledge for AI agents to handle accounting tasks.

Whetstone MCP

Captures and encodes developer rejections of AI output into reusable constraints, enabling agents to learn from past mistakes and apply taste consistently across projects.