模型上下文协议（MCP）服务器
by jjdelorme · ai-ml · mcp-server, lobehub, developer
一个实现模型上下文协议（Model Context Protocol，MCP）的简单示例服务器，支持采样功能。需要通过 uv 和 pyproject.toml 管理的外部 Python 依赖。
Source: https://github.com/jjdelorme/sql-analysis-mcp-server
Install
git clone https://github.com/jjdelorme/sql-analysis-mcp-serverUse this forAI-extracted
- →Analyze SQL query performance and execution plans to identify optimization opportunities
- →Generate optimized SQL queries from natural language descriptions using Claude
- →Debug complex SQL queries by examining their structure and execution details
- →Convert queries between SQL dialects with proper syntax translation
Works with
Tags: mcp-server, lobehub, developer
⭐ 34 GitHub stars · Source: lobehub
About ai-ml MCP servers and Claude skills
ai-ml MCP servers extend what AI agents can do inside Claude Code, Cursor, Copilot, Codex, and Windsurf. The Skiln directory indexes 16,000+ such integrations across 22 categories.
模型上下文协议（MCP）服务器 is one of hundreds of ai-ml entries indexed on Skiln. Browse the full ai-ml category or the complete directory of Claude skills, MCP servers, agents, commands, and hooks.
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Frequently asked questions
How do I install 模型上下文协议（MCP）服务器?
Add the install command above to your Claude Code, Cursor, or Windsurf MCP configuration. Most servers register via npx, a local command, or a Docker image. Refer to the source repository for environment variables and credential requirements.
Which clients support 模型上下文协议（MCP）服务器?
Any MCP-compatible client works: Claude Desktop, Claude Code CLI, Cursor, Windsurf, Zed, and VS Code with the official MCP extension. OpenAI Codex and GitHub Copilot increasingly support MCP via adapter bridges.
Is 模型上下文协议（MCP）服务器 free?
The server itself is typically open source. Any upstream service (API keys, paid tiers, hosted infrastructure) may have its own pricing. Check the source repository for details.