LLMLing

Provides an MCP server for LLMling, exposing resources, prompts, and tools via the Machine Chat Protocol.

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GitHub Stars

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Language

6 months ago

First Indexed

2 months ago

Catalog Refreshed

Documentation & install

Readme and setup notes from the catalogue, plus a client-ready config you can copy for your MCP host.

Installation

Add the following to your MCP client configuration file.

Configuration

View docs

{
  "mcpServers": {
    "phil65-llmling": {
      "command": "uvx",
      "args": [
        "mcp-server-llmling@latest",
        "start",
        "path/to/your/config.yml"
      ],
      "env": {
        "ENV": "PLACEHOLDER"
      }
    }
  }
}

You can run and interact with an MCP server that hosts an LLMling-based environment. This server exposes resources, prompts, and tools in a standardized way, letting you start, connect, and use declarative LLM applications with consistent access to content and utilities.

How to use

You will connect to the MCP server from a client that speaks the Machine Chat Protocol (MCP). Start the server with the configuration you prepared, then use your client to load resources, execute tools, and render prompts. Typical flows include loading a resource, triggering a tool, and rendering a prompt with arguments, letting the LLM access content, run functions, and produce structured outputs.

How to install

Prerequisites: ensure you have a compatible runtime for your MCP setup. The server examples show running the MCP server via a local command from your environment. Install or prepare the runtime, then start the server with the provided start command.

Configuration and runtime commands

{
  "type": "stdio",
  "name": "llmling",
  "command": "uvx",
  "args": [
    "mcp-server-llmling@latest",
    "start",
    "path/to/your/config.yml"
  ],
  "env": {}
}

Starting the server with Zed Editor or Claude Desktop

You can start the server through different clients by providing the same runtime command with appropriate paths. In Zed Editor, configure a context server that points to your config and uses the start command. In Claude Desktop, add an MCP server entry with the same start sequence.

Security and updates

Keep your config and access endpoints secure. Regularly update the server package to receive the latest improvements and fixes, and rotate any credentials used in environment variables or API keys.

Examples and common workflows

Load a resource, execute a tool, and render a prompt. For instance, load a text resource, run a URL-opening tool, and obtain a structured result that your application can consume.

Available tools

open_url

Tool to open URLs via the system browser or network calls.

BrowserTool

Class-based tool to control a web browser for automated research tasks.

analyze

Function-based tool to analyze Python code structure and metrics.

batch_analysis

Tool to perform batch analysis with progress reporting.

code_analysis

Function-based prompt helper for code analysis with completions.