发现优秀的 MCP 服务器

Google Workspace MCP Server

A self-hosted MCP server providing Claude with authenticated access to Google Calendar, Gmail, Drive, Docs, Sheets, and Slides via 43 tools and secure OAuth2.

AI Development Pipeline MCP

A Model Context Protocol server that enables seamless integration between Claude AI and development tools like VSCode, Augment, Vercel, Airtable, and Square.

Luni MCP Server

MCP server that lets Claude read live financial data from Luni, including personal transactions, budgets, and business P\&L, cash flow, and partner distributions, by connecting to the Luni backend API.

Solscan MCP Server

Provides LLMs with real-time access to Solana blockchain data through Solscan API v2, including account intelligence, market analytics, activity history, and network transparency.

Google Cloud Docs MCP Server

Enables AI assistants to search and access Google Cloud Platform documentation in real-time, supporting 20+ GCP services with natural language queries and smart content extraction.

Exchange Mail MCP Server

Secure MCP server for Microsoft Exchange. It enables authorized users to list, search, read, download attachments, send, and reply to email via EWS with strict access control and audit.

Office MCP Server

MCP server for Microsoft Office file operations. Read, write, and create Excel, Word, and PowerPoint files directly from your local filesystem.

vibetutor-mcp

Personal AI tutor MCP that automatically generates structured coding practice materials based on coding context and local files.

Alpaca MCP Server

Enables natural language trading operations through Alpaca's Trading API, supporting stocks, options, crypto, portfolio management, and real-time market data access through AI assistants like Claude.

arcgis-mcp-bridge

Secure, local-first MCP server exposing ArcGIS Pro's ArcPy engine over stdio JSON-RPC.

NFe Completa

Consulta dados completos de Notas Fiscais Eletrônicas (NFe) a partir da chave de acesso. Servidor MCP hospedado, somente leitura, com pagamento por consulta via créditos pré-pagos.

text2flink

A tool that converts natural-language requests into full, deployable, execution-verified Apache Flink SQL jobs by orchestrating an LLM to draft specs, generate Flink SQL, and verify correctness against real Flink clusters and streaming semantics—including windowed aggregates, joins, Kafka grounding, and Deployable pipelines via the generate_flink_job, ground_kafka_topic, and deploy_to_kafka tools.

Periphery MCP Server

Enables AI assistants to perform Swift code audits and detect unused code in iOS/macOS projects using Periphery CLI.

yahoo-finance-mcp-server

An MCP server that exposes comprehensive Yahoo Finance data (quotes, financials, options, news, and more) to AI agents via the yfinance library, requiring no API key.

hackernews-mcp

Connects LLM agents to HackerNews, enabling them to fetch stories and comments, search via Algolia, post authenticated comments, and retrieve user profiles.

mcp-mijia

Enables AI assistants to control Xiaomi Mi Home smart devices through natural language, supporting device listing, property control, actions, and scenes.

mcp-weather-server

Provides current weather information for any city using the Open-Meteo API. Returns temperature, humidity, wind speed, and other weather data in JSON format.

gNMIBuddy

An MCP server that enables LLMs to retrieve structured network information, including routing, interfaces, MPLS, and topology, from devices using gNMI and OpenConfig models. It facilitates real-time network analysis, log filtering, and status monitoring through a standardized interface.

Plugwise MCP Server

Enables control and monitoring of Plugwise smart home devices including thermostats, switches, and energy meters with automatic network discovery. Supports temperature control, energy monitoring, and multi-hub management through natural language commands.

mcp-siebel-phala

MCP server for Siebel CRM with HTTP/SSE transport, enabling secure access to Siebel data and operations like accounts, contacts, opportunities, and queries. Designed to be deployed on Phala Cloud TEE for credential protection.

kernel-mcp

Provides a persistent Jupyter kernel for executing code, inspecting variables and dataframes, and checking SQL query plans, enabling agents to work with stateful Python sessions.

steam-mcp

MCP Server for the Steam Web API — access player profiles, game libraries, achievements, news, friend lists, and store search through Claude.

Linksee Memory

Local-first cross-agent memory MCP. 6-layer structured brain (goal/context/emotion/impl/caveat/learning) with token-saving file diff cache (86% measured savings on re-reads)

TCXC MCP Server

Enables AI assistants to interact with the TelecomsXChange wholesale telecom API for voice termination, SMS, DID management, eSIM, and account operations through 55 tools and 7 guided workflows using natural language.

LmsPs

Enables interaction with a persistent PowerShell session through LM Studio. Provides tools to run commands, manage directories, and handle environment variables while maintaining session state between calls.

VisionSieve MCP

Enables text-first agents to inspect images via focused questions, returning compact, checked evidence packets. Reduces visual context by ~90% while preserving expected fields.

mcp-nettools

A Model Context Protocol server that provides network diagnostics and scanning tools such as nmap, DNS lookups, whois, traceroute, and security analysis.

oscilloscope-mcp

MCP server that lets an AI agent operate a bench oscilloscope over LAN/SCPI to observe physical pin behavior, bridging RTL simulation and hardware testing.

Prompts MCP Server

A Model Context Protocol server for managing prompt templates as markdown files with YAML frontmatter, allowing users and LLMs to easily add, retrieve, and manage prompts.