发现优秀的 MCP 服务器

MarkBox

A local notes app that enables AI tools to manage notes via MCP (list, get, create, update, delete) using the same SQLite database as the GUI.

lifeup-mcp

Enables Claude to interact with LifeUp Cloud API on your local network for task management, achievements, and user information. Supports 20 tools including creating, editing, and querying tasks, achievements, and shop items.

MCP Ansible Server

Enables comprehensive Ansible automation management through natural language, including playbook creation and execution, inventory management, role scaffolding, and project workflows. Supports both local inventories and full project lifecycle management with syntax validation and idempotency testing.

TypeScript MCP Server Boilerplate

A boilerplate project for quickly developing MCP servers using TypeScript SDK, with example implementations of calculator and greeting tools, plus resource handling capabilities.

Awesome MCP Servers

很棒的 MCP 服务器 - 一个精选的模型上下文协议服务器列表

cli-bridge

An MCP server that bridges AI assistants to other CLI tools, enabling capabilities like large-context reads, vision, file generation, and cross-vendor verification without API keys.

mcp-pgSQL

A local MCP server for PostgreSQL that provides tools for SQL execution, metadata inspection, performance diagnostics, and database management through natural language.

MCP Nightscout

Connects AI assistants to Nightscout for real-time glucose monitoring, analysis, and treatment logging, enabling natural language interaction with CGM data.

Sanity MCP server

理智MCP服务器 (Lǐzhì MCP Fúwùqì)

rstudio-mcp-server

Enables R package development, testing, jamovi module building, and arbitrary R code execution from MCP clients like VSCode, using an RStudio Desktop integration.

Pleasanter MCP Server

Enables AI assistants to interact with Implem.Pleasanter project management systems, supporting issue management, advanced search, analytics, bulk operations, and team productivity insights through natural language.

DeepLucid3D UCPF Server

一个MCP服务器，它实现了统一认知处理框架，通过结构化的工具来进行知识绘图、递归提问和视角生成，从而实现高级的问题解决、创造性思维和认知分析。

io.github.iridite/bing-search-free

Provides free Bing search capabilities without an API key, with smart language detection and customizable result counts.

Log Diagnosis MCP Server

Enables AI to automatically diagnose bugs by querying logs, tracing call chains, and analyzing code across multiple log platforms like Elasticsearch and Loki.

Korea Tour MCP Server

韩国旅游信息 MCP 服务器

MCP Emails

Managed email for AI agents. Connect Gmail, iCloud, Fastmail, or any IMAP/SMTP inbox to Claude and other MCP clients.

Memryzed

Local-first cross-agent memory for AI coding agents. Persistent, shared memory over MCP — what you tell one agent can be recalled by another — with all data stored in a single local SQLite file, no cloud and no API keys.

mcp-serial-hid-kvm

Gives AI agents full keyboard, mouse, and screen access to a physical PC via a KVM server and OCR.

Qurio MCP Server

Enables AI coding assistants to search and retrieve information from a locally ingested knowledge base using hybrid search, grounded in user-curated documentation.

GraphRagMCP V2

An advanced MCP server that provides deep code understanding and analysis using GraphRAG, AST parsing, and semantic memory, enabling AI agents to query and interact with complex codebases.

Raindrop MCP Server

An MCP server that exposes Raindrop.io's bookmark management API as tools for AI assistants, enabling collection, bookmark, and tag operations.

evidence-mcp

Enables AI assistants to create Evidence reports and dashboards by providing tools to query database schema, read documentation, edit pages, and debug code.

Aurora 4x MCP Server

Read-only MCP server that lets Claude query your Aurora 4x campaign database for colonies, fleets, minerals, and more, with support for registering custom queries.

Cloud Monitoring API Server

An MCP server that provides access to Google Cloud Monitoring API, enabling interaction with cloud resources monitoring data through natural language commands.

Shopify MCP Server

Shopify MCP Server

Telegram MCP

Enables MCP clients to interact with Telegram user accounts, providing tools for messaging, contacts, groups, channels, and media management through the Telegram API.

novence-mcp

Hosted MCP server for Novence, a static site hosting platform for AI agents. It enables users to deploy and manage static sites through natural language using a streamable HTTP endpoint.

Multichain MCP Server

The only MCP server that gives AI agents native access to Stacks, Celo, and Base — from a single npm package.

Literature Review MCP Server

An academic paper management tool that enables multi-source research searching, batch PDF analysis, and the generation of comprehensive, cross-literature reviews. It features intelligent token compression and quality evaluation to streamline the literature review workflow for researchers.

Advanced Unity MCP

A bridge that enables controlling Unity Editor through natural language commands via AI assistants, allowing users to create materials, build projects, manage scenes, and configure settings without manual interaction.