发现优秀的 MCP 服务器

vision_mcp

Enables LLMs like DeepSeek to understand images by calling external vision models via OpenAI-compatible API. Provides tools to describe images or diagnose connectivity.

Amazon.in MCP Server

Enables searching products, viewing orders, and analyzing order trends on Amazon.in via a persistent Playwright browser session.

ServiceNow MCP Server

Connects Claude Desktop to a ServiceNow instance, enabling natural-language interactions to read incidents, inspect CMDB and table schemas, and create records with guardrails like update set scoping and dry-run preview.

hara-mcp

Language-owned MCP gateway and execution-host coordination for Hara, exposing read-only tools for runtime introspection, evaluation, calls, and checks, with an optional deterministic test fixture for development.

Hermes Squad

Multi-agent AI orchestrator that runs parallel coding agents in isolated sessions with self-improving intelligence, exposed via an MCP server for task execution and management.

Test MCP Mar19 TRAIA MCP Server

Enables AI agents and LLMs to interact with the Test MCP Mar19 TRAIA API through standardized tools and the Model Context Protocol. It provides seamless API access for automated workflows with support for Docker deployment and asynchronous operations.

idescat-mcp

Provides access to Catalonia's statistical data via the IDESCAT Tables API v2. It enables users to navigate catalogs, inspect metadata, and query data with territorial filters and resolved labels.

mcp_server_ibmcloud

MCP服务器，它提供IBM Cloud作为LLM（例如，通过Anthropic Claude Desktop或map-cli（开源））使用的工具。

postgresql-mcp

A general-purpose PostgreSQL MCP server with full read-write SQL access, atomic multi-statement transactions, and schema inspection. Works with any PostgreSQL instance — local, Supabase, AWS RDS, or self-hosted — and connects to Claude, Cursor, Windsurf, or any MCP-compatible AI client.

teams-api-mcp

Enables AI agents to read conversations, send messages, and manage members in Microsoft Teams via the Teams Chat Service REST API.

Adobe Commerce MCP Server by CData

This read-only MCP Server allows you to connect to Adobe Commerce data from Claude Desktop through CData JDBC Drivers. Free (beta) read/write servers available at https://www.cdata.com/solutions/mcp

mcp-hello-world

A minimal MCP server mock for testing, providing echo, debug, and greeting resources to simulate MCP interactions.

Playwrightium

An MCP server for browser automation that allows AI to perform web tasks using Playwright through direct commands, reusable YAML shortcuts, or custom scripts. It features secure environment variable management and guided automation creation to build robust, repeatable browser workflows.

wave-mcp

A read-only MCP server for Wave Accounting that lets you query accounts receivable (outstanding invoices with viewing status) and monthly invoiced revenue via natural language.

mcp-govinfo

Enables access to full text of US government publications from GovInfo.gov. Integrates with Pipeworx gateway for natural language queries.

PixInsight MCP Bridge

Enables LLMs to interact with PixInsight's image processing capabilities through a local HTTP/SSE server, allowing listing processes, invoking them, viewing images, and more.

sharepoint-excel-mcp

Enables AI agents to read and query Excel files stored in SharePoint and OneDrive for Business, converting permission-matrix spreadsheets into structured JSON for automated QA workflows.

concept2-mcp-server

MCP server for the Concept2 Logbook API, enabling user profile management, workout result operations, and challenge queries.

chat-sql

MCP server that enables natural-language SQL queries across multiple databases (ClickHouse, Teradata, PostgreSQL, MySQL, SQL Server, DB2, Oracle, MongoDB) with dialect-correct SQL generation, PII masking, and security-by-construction controls.

WikiCleanHTML

Fetches Wikipedia articles and returns cleaned, readable HTML stripped of citations, infoboxes, navboxes, and other clutter. Enables fetching specific articles or random ones with options to keep images, tables, or links.

Gmail MCP Server

A privacy-focused MCP server that grants Claude read-only access to Gmail using strict, user-defined filters to control which emails are exposed. It enables searching and fetching email metadata while ensuring data security through OAuth and localized filter enforcement.

shiplabel-mcp

Carrier-agnostic shipping labels as a self-hostable MCP server. Build one shipment request, get a tracking number and a print-ready label back for DHL, DPD, UPS, FedEx, GLS, Sendcloud, and Shipcloud.

WaPulse WhatsApp MCP Server

A Model Context Protocol server that integrates with WaPulse WhatsApp Web API, enabling users to send messages, manage groups, handle files, and perform various WhatsApp operations programmatically.

atlassian-mcp-server

Enables AI agents to manage Jira issues and Confluence pages via natural language, including creating, updating, searching, and uploading file attachments using API token authentication.

DatabaseMCP

An MCP server that enables AI agents to safely explore and interact with MySQL databases through dynamic tool generation from stored procedures. It provides database discovery capabilities and intelligent procedure categorization while enforcing security restrictions to prevent data modification.

Email MCP Server

这是一个用于处理电子邮件通信的 MCP 服务器，支持多种电子邮件协议和功能。

NCP MCP Server

Enables conversational management of Naver Cloud Platform infrastructure through Claude Desktop, allowing users to create, query, and manage cloud resources like servers, VPCs, load balancers, and databases using natural language.

sap-sales-order-mcp

MCP server for SAP S/4HANA Sales Order Management that enables natural language queries for sales orders, order details, and line items using SAP's public sandbox API. Built with offline testing, structured errors, and retry policies.

MCP Figma

Enables AI assistants to read and modify Figma designs programmatically, supporting design analysis, element creation, text replacement, annotations, auto-layout configuration, and prototype visualization through natural language commands.