发现优秀的 MCP 服务器

open-ALIO-mcp

MCP server for Korean public institution information, enabling AI clients to search, compare, and analyze disclosure data, public services, laws, and news.

Block MCP Server

Enables AI agents to interact with multiple blockchain networks to check wallet balances, gas prices, and transaction history on the Frax network. It also includes tools for real-time cryptocurrency conversion and sending automated notifications via Telegram.

Weather MCP Server

Provides weather information tools including alerts for US states and forecasts by coordinates using the National Weather Service API. Uses streamable HTTP transport for scalable, multi-session connections.

@lweight/xbrush-api-mcp

MCP server for the XBrush AI media generation API, enabling image, video, audio generation, editing, and more directly from Claude Code via async polling.

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.

E-commerce MCP Server

Enables management of e-commerce operations including products, customers, and orders with full CRUD capabilities, plus data analysis features like sales summaries, top products/customers reports, and inventory tracking.

mcp-persistent-context

A lightweight memory layer for MCP servers that persists user context across LLM sessions with minimal token cost, supporting key-value dedup, multi-tenant namespaces, and optional TTL.

Expense-Tracker-MCP-Server

Enables tracking and managing expenses through a FastMCP server.

Squad AI

Squad AI

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.

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.

agentalmanac-mcp

Enables searching and retrieving details of 9,000+ MCP servers from the Agent Almanac catalog, allowing agents to discover, inspect, and install tools directly.

swiss-rail-mcp

A zero-authentication MCP server for Swiss public transport, enabling users to query train connections, disruptions, station facilities, and plan journeys using natural language.

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.

vibetutor-mcp

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

Playwright MCP

Enables LLMs to interact with web pages through structured accessibility snapshots using Playwright, providing fast and lightweight browser automation without needing vision models.

peekmcp

Zero-dependency MCP server and CLI for token-efficient inspection of local CSV/JSON/JSONL files, providing schema, samples, and paginated filtered queries to AI agents.

Periphery MCP Server

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

PelaPela

Provides translation tuning by adjusting model output for naturalness, tone, and script per language pair, supporting en-jp and en-es.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.

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.