发现优秀的 MCP 服务器

Sybil MCP

Monitors Notion databases in real-time to detect project risks, such as delayed engineering tasks overlapping with marketing campaign launches. It automatically generates alerts in a Notion Alert Center and allows users to perform on-demand risk analysis through Claude.

excel-mcp-server

Enables manipulation of Excel files including creating, reading, writing data, formatting, charts, pivot tables, and worksheet management via natural language.

presentations-ai

Generate professional AI-powered presentations from a topic, raw text, or document file. Export to PPTX, PDF, image, or shareable link.

kie-ai-mcp-server

Universal MCP server for all Kie AI image generation and editing models, enabling text-to-image, image-to-image, and image editing via natural language.

WeatherXM Pro MCP Server

WeatherXM Pro MCP Server

Qwery MCP Server

A search engine for AI agents that enables searching, comparing, and discovering over 500 businesses across 112 categories with structured pricing data. It allows users to filter listings by price, category, and country to find and analyze specific business services.

Synapse

Provides structural code intelligence via 26 MCP tools, enabling AI assistants to query code symbols, dependencies, and call graphs accurately without file-pasting.

mcp-divoom-lan

Enables AI clients to control Divoom LAN devices, including watchface management, brightness adjustment, and screen control through natural language.

MPT RS: Certidão Negativa de Feitos

Enables querying official MPT RS records for negative certificates of proceedings (Certidão Negativa de Feitos) via a single read-only tool, with prepaid per-query pricing.

PySqlitMCP

Enables comprehensive SQLite database management through natural language including database creation, table operations, data CRUD operations, backup/restore, and CSV import/export functionality. Built on FastMCP framework with PySqlit library for reliable database interactions.

MCP Data Analysis Agent

An MCP server that answers natural-language questions over CSV, Excel, and SQL data by providing deterministic tools for loading, profiling, querying, cleaning, statistical analysis, visualization, and reporting. It enables LLMs to plan and interpret while all computation is done exactly through MCP tools.

nextcloud-tasks-mcp

MCP server for managing Nextcloud Tasks (todos) via CalDAV, allowing Claude to view, add, complete, edit, and delete tasks with GitHub OAuth authentication.

llmsdottxt-mcp

Auto-discovers llms.txt documentation from project dependencies and exposes it to AI coding agents via MCP, enabling agents to read first-party docs without scraping or guessing.

ft_mcp

A Python MCP server implemented from scratch, providing tool execution capabilities like system time and file hashing via stdio or HTTP transport.

ClinicalTrials.gov MCP Server — OncoHub

A production-quality MCP server that wraps the ClinicalTrials.gov v2 API, providing structured, TTL-cached access to trial data worldwide and Turkey via 4 MCP tools.

ChromeBrowserMCP

A read-only bridge that lets ChatGPT inspect open Chrome tabs, exposing tools to list, read, and search tabs without accessing sensitive data.

Sanções Austrália (DFAT)

MCP server to check names against Australia's DFAT sanctions list for compliance and AML due diligence.

Italy Transfers

Real-time train, bus, ferry and private transfer prices between 40+ Italian cities

ask-user-mcp

MCP server that enables Claude to pause and ask clarifying questions via Emacs.

PatternStack

Provides crowdsourced package intelligence and security alerts for AI coding assistants by analyzing project dependencies and framework co-occurrence. It enables automated project scans, package alternative discovery, and data-driven recommendations across multiple programming ecosystems.

Alibaba Cloud MCP Demo

A Vue 3 and Express application that demonstrates interaction with Alibaba Cloud's Bailian API for natural language processing and intent parsing, supporting tasks like weather queries.

codeforge-mcp

Enables MCP-compatible clients to delegate senior software engineering tasks like code generation, review, Jira management, and architecture recommendations to a model with a senior engineer persona.

mcp-mode-switcher

An MCP server that lets you switch between different MCP configuration profiles directly from inside Claude Desktop.

MCP AI Bug Helper

Provides emergency coding assistance by querying three AI coding models simultaneously through OpenRouter, with automatic premium fallback on rate limits, returning multiple expert opinions with cost and latency telemetry for debugging and problem-solving.

Instacart MCP Server

Enables AI agents to search for products, manage shopping carts, and place grocery orders on Instacart using browser automation. It includes comprehensive tools for store discovery, product searching, and secure checkout with explicit user confirmation.

Recall

Open-source MCP memory server for AI agents — persistent, searchable, tiered memory across sessions. Works over stdio (Cursor, Claude Desktop) or HTTP+SSE. MIT licensed.

MCP for IIIF Images

Provides tools to fetch IIIF manifests and retrieve specific image regions or scaled images for analysis. This server enables detailed interaction with International Image Interoperability Framework resources, supporting tasks like image description and transcription.

mcp_server

A minimal MCP server providing currency conversion, geocoding, and weather tools, with a CLI client supporting Spanish special commands.

fruits-mcp

Enables management of Product Fruits knowledge base articles, categories, and images through natural language commands via MCP.

MCP TMDB

An implementation of the Model Context Protocol that provides tools to interact with The Movie Database (TMDB), allowing users to search for movie collaborations, actor filmographies, and other film industry data.