发现优秀的 MCP 服务器

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.

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。

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.

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

factlog

A shared, append-only fact log that enables AI agents to coordinate on a workspace via MCP, CLI, REST, and web interfaces.

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.

AnalyticDB for MySQL MCP Server

镜子 (jìng zi)

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.

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.

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.

mcp-fabric-api

MCP server for Microsoft Fabric REST APIs that enables data engineers and analysts to manage Fabric components using AI assistants.

MCP Demo

使用 Python 构建 Slack 的 MCP（管理控制面板）服务器。

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。

HongKongAddressMCP

Enables Hong Kong address lookup and correction using government data, with fuzzy matching and LLM-powered correction for both Chinese and English addresses.

rakuten-pantry-mcp

An MCP server for Rakuten Ichiba that enhances product search with quantity parsing, unit price calculation, and shipping cost analysis, enabling cost-effective bulk purchasing decisions.

Chainlink MCP Server

MCP server providing agent-ready access to Chainlink's API for DeFi and crypto tools.

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.

FatihAI MCP Server

A free MCP server providing 13 tools for email verification, domain intelligence, and website analysis with no API keys required.

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.

HEOR MCP Server

Lets Claude run validated, auditable HEOR analyses (cohort construction, outcome computation, overlap-weighted comparison) as deterministic tools on synthetic healthcare data.

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.

Fabric Admin MCP Server

Provides MCP tools to manage Microsoft Fabric capacities, including listing, creating, updating, and deleting them, using Azure authentication.

sheet-compressor

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

SCALE API Helper MCP

Enables secure VM lifecycle management on SCALE HyperCore clusters, including snapshot, clone, export, and state changes, through a Bearer-authenticated FastAPI proxy and MCP tools.

Confluence MCP Server

A server that integrates Confluence with Claude Desktop and other AI assistants, enabling natural language interactions with your Confluence documentation.

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.

MCP Multiagent Bridge

Enables secure coordination between multiple LLM agents through authenticated messaging, status updates, and conversation management. Features automatic secret redaction, rate limiting, and audit trails for safe multi-agent collaboration in development environments.

PEX MCP Server

Enables AI assistants to interact with the PEX Card External API to manage business accounts, cards, and transactions. It provides 72 tools for retrieving account balances, managing spending rules, and tracking business expenses through natural language.

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.