发现优秀的 MCP 服务器

tbls MCP Server

Provides access to database schema information generated by tbls and enables secure SQL query execution on MySQL and SQLite databases. Allows users to explore database structures, table relationships, and execute SELECT queries through natural language interactions.

MemLayer

Agent learning infrastructure that captures experience, surfaces what works, and builds reusable capabilities. MCP-native with 94.4% LongMemEval accuracy.

MSSQL MCP Python Server

MCP server for safely exposing SQL Server database capabilities to LLM clients, with read-only mode, security features, and observability.

SAP OData MCP Server

MCP server for interacting with SAP S/4HANA OData services. It enables querying and controlled creation/update of sales orders, products, customers, and pricing conditions, with safety features like dry-run mode and ETag-based updates.

pgx-mcp

Enables real-time pharmacogenomics analysis, including variant clinical significance, drug-gene interactions, and dosing guidelines, by connecting to ClinVar, PharmGKB, gnomAD, and other databases.

zerion-mcp

MCP server that provides live crypto portfolio data, token info, gas prices, swap offers, and Bitcoin balance via Zerion and Blockstream APIs.

Ambari MCP Server

Enables AI assistants to manage Apache Ambari clusters, including services, hosts, alerts, and configurations via the MCP protocol.

shelly-mcp

MCP server for the entire Shelly smart-home ecosystem, enabling local-first control, automation, and energy monitoring of Shelly devices with cloud fallback.

invisible-playwright-mcp

This MCP server exposes an anti-detect Firefox browser that passes bot-detection tests, allowing LLMs to automate web interactions with humanized clicks and fingerprint randomization.

Rakuten API MCP Server

Enables searching and retrieving information from Rakuten services (Ichiba, Books, Travel, Recipe, Kobo, GORA) via the new API endpoints with secure authentication.

Crypto Signal API MCP Server

Enables AI agents to fetch real-time trading signals and technical indicators for cryptocurrencies using Binance market data.

FastAlert MCP Server

Enables AI agents to list FastAlert channels and send rich notifications via the FastAlert API.

TrustMRR MCP Server

Connects AI assistants to the TrustMRR API to browse, filter, and analyze startup listings by revenue, MRR, and growth metrics. It enables detailed retrieval of startup financials and pricing for comprehensive deal analysis.

MCP Server Chart MinIO

基于 NestJS 的图表生成服务，集成 MinIO 对象存储，支持 22+ 种图表类型的服务器端渲染。

PlantUML MCP Server

Enables AI assistants to generate UML diagrams from text descriptions using PlantUML, supporting multiple output formats (PNG, SVG, PDF), syntax validation, and diagram source extraction.

mcp-finance-assistant

Enables users to ask plain-English questions about their expenses, query and compare spending, add categorized transactions, forecast future spending, and detect anomalies through natural language.

Olostep MCP Server

镜子 (jìng zi)

ops-copilot-mcp

A self-hosted MCP server providing a governed interface for AI agents to interact with local Docker infrastructure, featuring a two-phase confirm protocol for state-changing operations and append-only audit logging.

json-validate

MCP server for validating JSON against JSON Schema and repairing malformed/invalid JSON.

Receita Federal: Agenda Tributária MCP

MCP server for consulting the Brazilian Federal Revenue tax calendar (Agenda Tributária) from the official source. Provides a read-only tool to query tax schedule information via natural language in any MCP-compatible client.

Chrome MCP Server

An extension-based MCP server that enables AI assistants to control your existing Chrome browser, leveraging your active login states and settings for automation. It provides over 20 tools for tasks like semantic tab search, screen capture, network monitoring, and direct element interaction.

fvi-mcp

MCP server for FreeVectorIcons design collections, enabling agents to search and fetch approved icons and assets instead of generating SVG from scratch.

state-blueprint-mcp

Enables automation and external tool interaction with a digital business process model through structured API tools for model editing, validation, and export.

mcp-vision

Enables image recognition and description using Kimi K2.5 (Infini-AI) via the recognize_image tool. Supports local image files with optional custom prompts.

groupme-mcp

An MCP server that integrates with the GroupMe API v3 to allow AI assistants to manage groups, messages, members, and bots. It enables comprehensive interaction with the GroupMe platform, including sending direct messages, liking content, and managing user blocks.

SEFAZ MT DEC: Caixa Postal

Consulta a caixa postal da SEFAZ MT em fonte oficial, com leitura e escrita, pago por uso via créditos pré-pagos.

SeldomMaster

A collection of MCP tools for cybersecurity threat intelligence and local network hacking, integrating APIs like GreyNoise, Malpedia, OpenCTI, and more.

mcp-lightcast

Integrates with Lightcast APIs to search job titles, extract skills from text, and access career data for analysis.

sqlglot MCP server

Provides SQL parsing, transpilation, formatting, extraction, and condition injection via MCP protocol, enabling agents to validate, analyze, and transform SQL.

Lemonade MCP Server

Enables AI assistants to interact with Lemonade's insurance services for renters, homeowners, pet, and car insurance using Playwright browser automation. Users can retrieve quotes, manage existing policies, file claims, and access policy documents through natural language.