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MCP Server Llmling

@phil65

代码仓库

基本信息

分类

其他

许可证

MIT

传输方式

stdio

作者

phil65

关于 MCP Server Llmling

MCP (Model context protocol) server with LLMling backend

MCP Server Llmling 配置

使用下面的配置,将此服务器添加到你的 MCP 客户端。

{
  "mcpServers": {
    "mcp-server-llmling": {
      "command": "uvx",
      "args": [
        "mcp-server-llmling@latest"
      ]
    }
  }
}

MCP Server Llmling 工具

工具列表暂未提供

当前收录暂时没有可展示的工具列表，不代表服务没有工具。请查阅项目文档了解支持的能力。

点击上方按钮,在临时沙箱中运行此服务器并实时获取工具列表。

概览

What is mcp-server-llmling?

mcp-server-llmling is a YAML-based configuration system for LLM applications built on the Machine Chat Protocol (MCP). It allows you to define resources, prompts, and tools in YAML files without writing code, providing a complete environment for LLM interaction.

How to use mcp-server-llmling?

Install via uvx mcp-server-llmling@latest and start with a YAML config file using mcp-server-llmling start path/to/config.yml. Configure as a context server in Zed or Claude Desktop by specifying the command and arguments in their respective settings files. Programmatic usage is also supported via Python’s LLMLingServer class.

Key features of mcp-server-llmling

  • Static YAML declaration – no code required
  • Resources: files, text, CLI output, images, Python callables
  • Tools: register Python functions or OpenAPI specs
  • Prompts: static templates or dynamic Python functions
  • Multiple transports: stdio, SSE, Streamable HTTP

Use cases of mcp-server-llmling

  • Define an LLM’s environment and tools in a single YAML file
  • Serve content and actions to MCP‑compatible clients (Zed, Claude Desktop)
  • Enable hot‑reload for resource files during development
  • Expose OpenAPI endpoints as callable LLM tools
  • Create reusable tool sets and prompt templates across projects

常见问题

1

What MCP protocol operations does it support?

Resource operations (list, read, watch), tool operations (list, execute, get schemas), prompt operations (list, get formatted, completions), and notifications for changes and progress.

2

What transport options are available?

Default stdio; also SSE and Streamable HTTP for web clients, configurable via `transport_options` in code.

3

How do I start the server manually?

Run `uvx mcp-server-llmling@latest` from command line; or with a config file using `mcp-server-llmling start path/to/config.yml`.

4

Can I use it without writing Python code?

Yes – the YAML configuration declares resources, tools, and prompts without requiring custom Python code.

5

How do I configure OpenAPI‑based tools?

Define a toolset with `type: openapi` and `spec` pointing to the OpenAPI schema; Redocly CLI is used automatically if installed for schema bundling.

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