发现优秀的 MCP 服务器

Dokploy MCP Server

Provides complete control over Dokploy infrastructure with 463 tools for managing projects, applications, databases, and Docker containers. It enables users to deploy and configure their self-hosted PaaS resources directly through natural language.

Linea MCP Server

一个模型上下文协议（MCP）服务器，为人工智能应用提供链上工具，以便与 Linea 区块链进行交互。

Conversation Handoff MCP

Enables transferring conversation context between different AI chats or projects with automatic server discovery and memory-based storage. Supports saving, loading, and managing conversation histories in a human-readable Markdown format.

mcp-x-intelligence

Read-only X/Twitter research MCP server allowing AI assistants to search viral content, analyze accounts, track trends, and discover niche leaders without requiring the official X API.

french-politics-mcp

Provides access to official 2022 French presidential election programs for five parties, retrieving exact passages with full references and without synthesis.

Nexoraa MCP Server

Exposes 36 skills covering 137 AI jobs across 7 departments, enabling AI workforce deployment and management through any MCP client.

tableau-mcp-navi

A Model Context Protocol (MCP) server for Tableau Server. Enables AI assistants to interact with Tableau workbooks, views, datasources, and metadata.

Codepage Bridge MCP

Encoding-transparent file tools for Claude Code and other MCP clients, converting project files between legacy codepages and Unicode for LLM operations.

DBJavaGenix

Enables reverse engineering of database tables into Spring Boot projects with AI-enhanced naming and code generation, providing interactive visualizations and workflow orchestration.

skills-over-mcp

Enables multi-step, opinionated workflows (skills) as MCP resources with lazy loading, encoding team knowledge like branch naming and test procedures alongside tool execution.

Homebrew MCP Server

自制 Minecraft 服务器 (Zìzhì Minecraft fúwùqì)

mcp-kubernetes-server

Enterprise-grade MCP server for Kubernetes operations, supporting local kubeconfig and AWS EKS authentication, with read, write, and destructive operations protected by multi-layer safety guards.

CRM MCP Server

Enables querying and managing a CRM database through natural language conversations with Claude Desktop.

Graft

Local-first codebase context engine that parses code into a ranked dependency graph and serves it to AI tools via MCP for deep structural understanding.

DataBento MCP Server

Provides professional market data access via DataBento API, including real-time futures quotes, historical timeseries, batch downloads, symbol resolution, metadata discovery, and reference data.

AI SQL Assistant MCP Server

处理 SQL 查询执行，用于 SQLite 数据库的自然语言接口，使用户能够使用简单的英语与数据库交互，而无需手动编写 SQL。

Monad MCP

An MCP server that allows querying MON token balances and NFT counts on the Monad testnet, enabling Claude Desktop to interact with the Monad blockchain.

smart-search

A local-first MCP server that enables semantic search over PDF and DOCX documents using structure-aware parsing and vector storage. It allows users to query their local knowledge base through Claude Code without cloud dependencies or GPU requirements.

stateless-mcp-starter

An Express + TypeScript starter for building stateless MCP servers with explicit, typed application state, featuring a shopping-cart domain example and support for multiple state store adapters.

Zapr WhatsApp MCP Server

Enables sending WhatsApp messages through Claude Desktop and other MCP-compatible LLMs. Supports single and bulk messaging, phone number validation, and session management via the zapr.link service.

Luno MCP Server

Luno MCP Server

SORACOM Data Reader MCP

Enables access to SORACOM IoT platform data including Harvest sensor data, file storage, SoraCam camera footage/events, and SIM statistics through authenticated API calls.

JWT & Base64 Decoder MCP Server

Enables AI agents to safely decode and inspect JWT tokens and Base64 payloads in real-time.

GreenCalculus

Sourced carbon emission factors + audit-traced calculations an AI can cite.

irail-mcp

Provides Belgian railway travel information via the iRail API, including station search, live departures/arrivals, route planning, and network disturbances.

OakVar MCP Server

Enables AI assistants to perform genomic variant analysis using OakVar, including running annotation pipelines, managing 200+ annotator modules, querying variant databases, and generating reports in various formats.

aus-accounting-mcp

Enables Australian computational accounting, including ATO small business benchmarks, Payday Super 2026 compliance, and Division 7A loan repayment calculations.

Memory MCP

A production-grade memory server for LibreChat that stores conversation turns and distills durable memories like decisions, constraints, and assumptions. It provides hybrid retrieval and consistency auditing to ensure AI plans remain aligned with established context and previous decisions.

ifc-mcp

Enables AI agents to load, query, and analyze IFC building model files, including spatial structures, elements, properties, materials, and geometry.

Personal MCP Trial Playground

个人 Minecraft 多人游戏服务器 (Gè rén Minecraft duō rén yóuxì fúwùqì)