数据服务stdio
Sail is an open-source computation framework that serves as a drop-in replacement for Apache Spark (SQL and DataFrame API) in both single-host and distributed settings. The built-in MCP server in Sail exposes tools for LLM agents to register datasets and execute Spark SQL queries.
命令预览
sail spark mcp-server --transport stdio {}
AI代理stdio
An official MCP server implementation that allows AI assistants to capture website screenshots through the ScreenshotOne API, enabling visual context from web pages during conversations.
命令预览
npm install && npm run build
数据服务stdio
Redis health, BullMQ queue monitoring, memory analysis, and slow query diagnostics
命令预览
REDIS_URL={REDIS_URL} npx @md-musaraf/sentinal-mcp [object Object]
办公协作stdio
Provides programmatic access to Sidemail.io's transactional email, contacts, domains, and Messenger features via Model Context Protocol (MCP) in VS Code and other MCP clients.
文档知识stdio
Send, sign, and verify documents with a single tool call. Converts markdown to PDF, handles two-party signing via email, and delivers SHA-256 certified signed copies. No SDK, no browser — just npx signbee-mcp.
命令预览
SIGNBEE_API_KEY={SIGNBEE_API_KEY} npx -y signbee-mcp [object Object]
开发工具stdio
SkySQL MCP server and client repository.
命令预览
pip install -r requirements.txt
地图位置stdio
A lightweight server for Samsung SmartThings, offering tools to manage devices and rooms. Features include room mapping, device listing, status checks, and command execution. #IoT, #Python, #HomeAutomation #Smartthings
浏览器工具stdio
Product mockup rendering API for e-commerce and print-on-demand. Upload Photoshop PSD templates, render photorealistic mockups by placing your designs onto smart object layers. 9 tools including AI-powered render (no PSD needed), template management, and account info. Supports remote HTTP (OAuth) and local stdio (npx) transports.
命令预览
SUDOMOCK_API_KEY={SUDOMOCK_API_KEY} npx -y @sudomock/mcp [object Object]
AI代理stdio
Enables fetching relevant content and embeddings from Supavec via the Model Context Protocol, allowing AI assistants like Claude to access vector search capabilities.
安全风控stdio
Provides access to various AI tools through Model Context Protocol, allowing Claude Desktop users to integrate and use Superface capabilities via API.
开发工具stdio
全面解析Tbensonwest Loxo MCP ServerMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,Tbensonwest Loxo MCP Server能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。
开发工具stdio
全面解析Tmhr1850 Backlog MCP ServerMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,Tmhr1850 Backlog MCP Server能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。
开发工具stdio
全面解析Uday210 Salesforce MCP ServerMCP Server的核心功能、安装配置和实用案例。作为顶级Model Context Protocol服务器,Uday210 Salesforce MCP Server能让AI助手访问实时数据、执行操作,为您提供更智能的工作体验和自动化解决方案。
命令预览
npx -y @smithery/cli install salesforce-mcp-server --client claude
数据服务stdio
Model Context Protocol (MCP) is a new, standardized protocol for managing context between large language models (LLMs) and external systems. In this repository, we provide an installer as well as an MCP Server for Upstash Developer API's.
命令预览
npx @upstash/mcp-server install
开发工具stdio

@modelcontextprotocol/inspector
一个用于Claude/Cursor的模型上下文协议(MCP)服务器,支持通过oapis.org搜索和探索OpenAPI规范。
命令预览
npx @modelcontextprotocol/inspector
AI代理stdio
DeepSeek MCP 服务器是一个用于DeepSeek V4 API的模型上下文协议服务器,支持聊天完成、模型列表、用户余额查询等功能。
命令预览
docker run --rm -i -e DEEPSEEK_API_KEY="REPLACE_WITH_DEEPSEEK_KEY" docker.io/dmontgomery40/d...
数据服务stdio
MCPBench是一个用于评估MCP服务器的框架,支持Web搜索、数据库查询和GAIA三种类型服务器的评估,兼容本地和远程MCP服务器,主要评估任务完成准确性、延迟和令牌消耗。
命令预览
pip install -r requirements.txt
金融服务stdio
Razorpay MCP Server是一个提供高级支付处理功能的模型上下文协议服务器,支持与Razorpay API的无缝集成,适用于开发者和AI工具。
AI代理stdio
OpenAPI-MCP是一个Docker化的MCP服务器,能够从Swagger/OpenAPI规范文件生成MCP工具集,使AI代理能够访问任何API而无需额外编码。
命令预览
docker run -p 8080:8080 --rm \\
运维云端stdio
一个Python模块,作为MCP服务器与Aseprite API交互,支持Docker快速部署和本地安装。
命令预览
docker run -it --rm aseprite-mcp:latest