发现优秀的 MCP 服务器

smart-coding-mcp

A stateful MCP server that provides persistent memory, deterministic static analysis, and evolving conventions for AI coding assistants.

vkb

A local-first semantic memory system that enables document ingestion, semantic querying, and knowledge graph traversal via MCP.

agent-bridge-mcp

Enables asynchronous messaging and task handoff between Amazon Quick (local desktop) and Kiro (cloud DevSpaces) via an S3-backed message store.

MCP Server for CAD

Translates natural language commands into structured geometric operations for a simulated CAD engine using LLMs. It enables users to create shapes, modify dimensions, and perform 3D operations like extrusion through the Model Context Protocol.

near-hydra-mcp

Enables cross-chain transactions (swap, send, balance) on 10 blockchains from a single NEAR account, designed for AI agents and humans via MCP.

DiagBridge MCP

Enables AI agents to diagnose Windows computer problems safely through a consent-first, read-only default remote diagnostics bridge.

x64dbg MCP Server

Enables AI assistants to control the x64dbg debugger through natural language, providing tools for breakpoints, memory, disassembly, tracing, PE dumping, and anti-debug bypass, all locally via stdio.

openair-3-mcp-oss

MCP server wrapping the openair R package for air quality data analysis, enabling time series loading, statistical summaries, and publication-ready plots like polar and calendar plots.

Azure Data Explorer MCP Server

Enables users to authenticate with Azure Data Explorer and execute KQL queries via natural language through the Model Context Protocol.

Canvas MCP Server

Provides read-only access to Canvas LMS for students to retrieve courses, assignments, grades, files, discussions, and planner items. Includes optional NotebookLM integration for uploading course content to AI-powered study notebooks.

Certinia MCP Server by CData

This project builds a read-only MCP server. For full read, write, update, delete, and action capabilities and a simplified setup, check out our free CData MCP Server for Certinia (beta): https://www.cdata.com/download/download.aspx?sku=HFZK-V&type=beta

researchSync

Enables retrieval of arXiv paper metadata and storage in a Notion database, allowing querying via MCP hosts like Claude Desktop.

crewhu-mcp

MCP server for Crewhu — customer feedback, employee engagement, and gamification for MSPs. Enables AI assistants to manage surveys, scores, and recognition.

MCP Joplin Server

Enables AI clients to interact with Joplin notes through the Web Clipper API. Supports searching, reading, creating, deleting, and organizing notes and notebooks, plus scanning for uncompleted todo items.

Things Cloud MCP

MCP server that gives AI agents read/write access to your Things3 tasks via the Things API.

MCP Playground

A demonstration MCP server that provides access to a SQLite employee database with tools for querying users and profiles, sending emails via Mailtrap, and proposing project teams based on employee skills.

playwright-mcp

Enables LLMs to autonomously navigate, type, click, and extract data from web pages using Playwright, without hardcoded selectors.

nv-remote-mcp-server

Enables chatting with PostgreSQL databases through natural language, with GitHub OAuth authentication and role-based access control.

Shopify Storefront MCP Server

Enables interaction with multiple Shopify stores simultaneously through the Storefront API. Supports product search, cart management, and store operations across configured Shopify stores through natural language.

MCP-SSE2

从 MCP 服务器演示创建。

MCP Documentation Reference Server

一个 MCP 服务器，旨在通过提供来自官方文档的快速、结构化的搜索结果，来协助 TypeScript 和 Node.js 项目的开发。

Event Horizon MCP Server

Enables evolutionary solution generation and optimization using genetic algorithm principles, allowing LLMs to evolve solutions across multiple generations with consistency check evaluations and convergence detection.

iptorrents MCP Server

Enables searching and downloading torrents from iptorrents.com using browser cookie-based authentication, with features like filtering, sorting, and freeleech detection.

Google Workspace MCP Server

镜子 (jìng zi)

keelen-mcp

MCP server for managing an autonomous dev loop from chat—onboarding, connecting GitHub, and converting plain-English requests into tested, merged pull requests.

vmware-fusion-mcp-server

Enables AI assistants to manage VMware Fusion virtual machines on macOS using the vmrun CLI, including starting, stopping, and snapshot operations.

Dokploy MCP Server

A middleware service that allows LLMs and AI assistants to directly interact with the Dokploy platform through a standardized interface, providing access to Docker, project, and application management capabilities.

discord-mcp

Enables LLMs to read and send Discord messages, list servers and channels, and monitor unread messages via a selfbot that uses a user token (violates Discord ToS).

SourceSync.ai MCP Server

允许人工智能模型与 SourceSync.ai 的知识管理平台交互，以组织、摄取、检索和搜索知识库中的内容。

mcp-apisix

Enables querying and managing Apache APISIX gateway configurations (routes, services, upstreams, consumers, plugins) through natural language, with read-only mode and write operations requiring confirmation.