发现优秀的 MCP 服务器

Better Writer MCP

Generates natural, fluent Chinese content that reads like human writing using the Qwen3-Next-80B-A3B model. Supports web search for latest information and direct file saving with customizable writing rules.

healthleader/cli

Agent-native directory of healthcare conferences enabling AI agents and humans to search, list, and retrieve conference details via natural language commands.

hop-mcp

Manages parallel Git worktrees, enabling work on multiple branches simultaneously without stashing or context switching.

mcp-server-solidworks

这个 MCP 服务器集成了 SolidWorks API，并将其结构化为与 Claude 兼容的上下文流。

atlas-mcp-server

ATLAS (自适应任务与逻辑自动化系统) 是一个模型上下文协议服务器，它为大型语言模型提供分层任务管理能力。该工具为大型语言模型提供了管理复杂任务和依赖关系所需的结构和上下文。

preloop

MCP proxy & AI automation platform with a human approval layer

SmartThings MCP Server

Enables control and monitoring of SmartThings smart home devices through natural language, supporting switches, sensors, refrigerators, and other IoT devices with real-time status queries and command execution.

Steel MCP Server

An MCP server that gives AI clients a Steel-managed Chromium browser to read pages that block plain fetch, take screenshots, and interact with sites via clicking, typing, and form filling, with explicit browser sessions and access to the accessibility tree or markdown.

mcp-surveys

Public MCP server for agent-created, human-friendly, short-lived surveys. Enables agents to ask structured questions and retrieve answers.

jiandaoyun-mcp

MCP server that wraps Jiandaoyun (简道云) form operations, providing 9 tools for app discovery, form exploration, and data CRUD via SSE transport.

DeTLeng BigQuery MCP Server

Enables AI assistants to query trusted BigQuery analytics using curated Business Intelligence tools, providing secure, accurate business metrics and KPIs through natural language.

awesome-coolify-mcp

Enables managing multiple self-hosted Coolify instances via MCP, with tools for deploying, monitoring, and emergency operations.

keyscope-mcp

AI-native oscilloscope control. A pure-Python MCP service that lets LLM agents control Keysight EDUX1052G oscilloscopes via a compact DSL.

SuperDataAnalysis - DataMaster_MCP

Provides powerful data analysis capabilities for AI systems with functions for data import/export, SQL querying, statistical analysis, and data processing.

OpenViking MCP Server

Integrates the OpenViking context database with Cloudwise SA Workflow Skills to enable semantic search and access to product catalogs or solution templates. It supports hierarchical context loading for optimized token usage and includes a mock mode for testing without a live backend.

Oracle Context MCP Server

Provides AI agents with secure, natural-language access to Oracle Cloud Infrastructure through 69 tools covering services like compute, storage, networking, and databases. It features deep IAM integration and supports deployment across platforms like Claude Desktop, Cursor, and OCI Generative AI.

Inxmail MCP

MCP server for the Inxmail Commerce transactional API — manage events, sendings, bounces, blocklist, blacklist, reactions, and delivery tracking.

code-graph

Enables querying cross-repo code dependencies, HTTP routes, database tables, and queues via an MCP server using Cypher queries.

jupyter-editor-mcp

An MCP server for programmatically editing Jupyter notebooks, offering 29 tools for reading, modifying, and batch-processing notebooks without requiring a Jupyter server.

resQ MCP Server

A Model Context Protocol server for the resQ emergency response system that integrates with digital twin simulations and coordination engines. It allows users to trigger simulations, generate deployment strategies, and monitor real-time drone status for incident response analysis.

sphero-rvr-mcp

Enables AI assistants to control a Sphero RVR robot via the MCP protocol, including movement, LEDs, sensors, and battery monitoring.

n8n-mcp

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to n8n node documentation, properties, and operations, enabling them to understand and work with n8n's 2,175 workflow automation nodes.

reasonix-vision-mcp

Bridges DeepSeek (text-only) with vision models via MCP, enabling image description and compression using any OpenAI-compatible visual API.

Email Validator AI MCP

Email Validator AI - MCP server providing AI-powered tools and automation by MEOK AI Labs

Tech Exam MCP

MCP server for creating and taking ENEM exams with official questions, including progress tracking, scoring, and interactive UI in MCP-compatible clients.

appwrite-console-mcp

Provides root access to all Appwrite projects, enabling management of projects, organizations, and direct API calls to the console or any project via a single MCP tool.

shutter-mcp

A local, read-only MCP server that lets AI agents inspect and analyze photo libraries by scanning files, aggregating EXIF stats, finding duplicates, scoring blur, and generating cull reports without uploading any data.

fiverr-mcp

Enables AI assistants to manage Fiverr seller accounts directly from the browser session. Supports gig management, order tracking, messaging, analytics, and profile updates without API keys.

pizza-analytics

Exposes local DuckDB pizza sales data as MCP tools for querying store-level and total sales metrics via natural language, enabling local LLMs to perform real-time analytical queries.