发现优秀的 MCP 服务器

mcp-bundesbank-de

Provides access to Deutsche Bundesbank (Germany's central bank) statistics via the MCP protocol. Enables querying economic data through natural language using ask_pipeworx.

MaxKB

💬 MaxKB 是一款即用型的 RAG 聊天机器人，具有强大的工作流程和 MCP 工具使用能力。它支持各种主流大型语言模型 (LLM)，包括 DeepSeek-R1、Llama 3.3、OpenAI 等。

Amazon Nova Reel MCP Server

An MCP server for generating videos through Amazon Nova Reel 1.1 using AWS Bedrock, providing asynchronous video generation with comprehensive prompting guidelines and multiple transport methods.

blackboard-upc

Unofficial CLI to access UPC Aula Virtual (Blackboard) from the terminal, with an MCP server for Claude to manage courses, assignments, and downloads.

GitLab MCP Server

Enables AI assistants to interact with GitLab projects by listing merge requests, issues, and pipelines via MCP tools.

Salesforce Einstein MCP Server by CData

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

unraid-mcp

An MCP server that enables AI assistants like Claude to manage Unraid servers through natural language. Install it from Community Applications and control your homelab from any MCP-compatible AI client.

Vibe.co MCP Server

Enables AI assistants to interact with the Vibe CTV/streaming advertising platform, allowing listing of advertisers, apps, campaigns, and creating reports via the Vibe API.

pyscope-mcp

MCP server that exposes Python function- and module-level call graphs for agentic coding clients, enabling tools like callers_of, callees_of, and neighborhood queries.

MCP WebSocket Server

A WebSocket-based MCP server that enables mail operations including retrieval, search, and statistics for email addresses. Can be deployed on Render.com or run locally.

io.github.anthonyjbolo/mcp-fb-publisher

MCP server to safely publish posts to multiple Facebook Pages via Meta Graph API, with built-in guardrails for brand voice, banned topics, image requirements, and anti-duplication.

mcp-server-weather-test

MCP 服务器天气测试 (MCP fúwùqì tiānqì cèshì)

Weather Service MCP Server

一个简单的笔记记录 MCP 服务器，允许使用自定义 URI 方案存储和总结笔记，并提供添加笔记和生成不同详细程度摘要的功能。

Confluence MCP Server Example

一个基于 Spring Boot 的 AI 驱动的模型上下文协议服务器，用于与 Confluence Cloud 交互。

Gramps MCP

Enables AI assistants to interact with Gramps genealogy databases for intelligent family tree research and management. Provides comprehensive tools for searching family data, creating records, analyzing relationships, and tracking genealogy research through natural language.

Optimization MCP

Provides nine specialized production-ready solvers for advanced resource allocation, network flow, and multi-objective optimization with native Monte Carlo integration. It enables users to perform constraint-based decision-making and performance analysis directly through Claude Code.

lcm2m-caddis-mcp

Enables read-only access to LCM2M Caddis VM2M API for equipment, runs, telemetry, alarms, etc., via MCP tools.

AnalyticDB for MySQL MCP Server

镜子 (jìng zi)

Google Images Search MCP

MCP server for searching images with Google

mcp-gitea

MCP server for interacting with Gitea, enabling issue and PR management, repository browsing, file reading, and safe git command execution.

Logstash MCP Server

A Model Context Protocol server that provides comprehensive tools for monitoring and identifying performance bottlenecks in Logstash instances through an interactive web UI and JSON-RPC interface.

mcp-vanguard

A security pentesting MCP server with 89 tools across 10 categories, enabling comprehensive reconnaissance, web security, OSINT, and exploitation tasks. It features a native Windows/WSL bridge for Kali Linux tools and scope-aware permission tiers for safe and efficient scanning.

sheet-compressor

Compresses spreadsheets into compact encodings, enables Q&A on sheet content, and extracts structured order data via LLM calls.

MCP Bitbucket Python

一个用 Python 实现的 MCP 服务器，它为 AI 应用提供安全的本地 Bitbucket 集成，并提供用于仓库管理、分支创建、文件操作、问题跟踪和拉取请求创建的工具。

Black-Scholes MCP Server

Enables calculation of European option prices and Greeks (like Delta, Vega, Theta) using the Black-Scholes model through a Model Context Protocol implementation.

VMware Fusion MCP Server

A Model Context Protocol server that allows managing VMware Fusion virtual machines through natural language, enabling users to list VMs, retrieve VM information, and perform power operations via the Fusion REST API.

Adobe VIP Marketplace Docs MCP Server

Enables querying and interacting with Adobe VIP Marketplace Partner API documentation through structured tools and prompts, allowing users to search endpoints, validate requests, generate code, and get operational tips.

MCP Server Boilerplate

A TypeScript template for building Model Context Protocol servers with example tools, type-safe validation, and best practices for integrating custom functionality with AI assistants like Cursor and Claude.