What can you do with this server?

The mcp-llm server provides tools to interact with LLMs for code generation, documentation, and answering questions: * Generate Code: Create code based on a description in a specified programming language, with optional context. * Generate Code to File: Generate code and insert it directly into a file at a specific line number, optionally replacing existing lines. * Generate Documentation: Automatically generate documentation for provided code in a specified format. * Ask Question: Pose general questions to the LLM with optional context for clarification.

Which integrations are available for this server?

Allows access to LLMs hosted through Ollama via the LLM_MODEL_PROVIDER environment variable Allows access to OpenAI models via the LLM_MODEL_PROVIDER environment variable and OPENAI_API_KEY

How do I use mcp-llm?

1. Click on "Install Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@mcp-llm generate a Python function to calculate fibonacci numbers" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

MCP LLM

An MCP server that provides access to LLMs using the LlamaIndexTS library.

I put some LLMs in your MCP for your LLMs

Features

This MCP server provides the following tools:

generate_code: Generate code based on a description
generate_code_to_file: Generate code and write it directly to a file at a specific line number
generate_documentation: Generate documentation for code
ask_question: Ask a question to the LLM

call a llm to generate code call a reasoning llm to write some documentation

Related MCP server: MCP LLMS-TXT Documentation Server

Installation

Installing via Smithery

To install LLM Server for Claude Desktop automatically via Smithery:

npx -y @smithery/cli install @sammcj/mcp-llm --client claude

Manual Install From Source

Clone the repository
Install dependencies:

npm install

Build the project:

npm run build

Update your MCP configuration

Using the Example Script

The repository includes an example script that demonstrates how to use the MCP server programmatically:

node examples/use-mcp-server.js

This script starts the MCP server and sends requests to it using curl commands.

Examples

Generate Code

{
  "description": "Create a function that calculates the factorial of a number",
  "language": "JavaScript"
}

Generate Code to File

{
  "description": "Create a function that calculates the factorial of a number",
  "language": "JavaScript",
  "filePath": "/path/to/factorial.js",
  "lineNumber": 10,
  "replaceLines": 0
}

The generate_code_to_file tool supports both relative and absolute file paths. If a relative path is provided, it will be resolved relative to the current working directory of the MCP server.

Generate Documentation

{
  "code": "function factorial(n) {\n  if (n <= 1) return 1;\n  return n * factorial(n - 1);\n}",
  "language": "JavaScript",
  "format": "JSDoc"
}

Ask Question

{
  "question": "What is the difference between var, let, and const in JavaScript?",
  "context": "I'm a beginner learning JavaScript and confused about variable declarations."
}