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mcp-server-langfuse

MCP.Pizza Chef: langfuse

The mcp-server-langfuse is an MCP server that enables access and management of Langfuse prompts through the Model Context Protocol. It implements the MCP Prompts specification, allowing clients to discover and retrieve Langfuse prompts with features like prompt listing and cursor-based pagination. This server facilitates seamless integration of Langfuse prompt management into AI workflows and applications using MCP.

Use This MCP server To

List all available Langfuse prompts with pagination support Retrieve prompt names and their required arguments Integrate Langfuse prompt management into AI applications Enable dynamic prompt discovery for LLM-powered workflows Manage Langfuse prompts programmatically via MCP Support multi-step AI workflows using Langfuse prompts

README

Langfuse Prompt Management MCP Server

Model Context Protocol (MCP) Server for Langfuse Prompt Management. This server allows you to access and manage your Langfuse prompts through the Model Context Protocol.

Demo

Quick demo of Langfuse Prompts MCP in Claude Desktop (unmute for voice-over explanations):

langfuse-prompts-mcp-server-1080.mp4

Features

MCP Prompt

This server implements the MCP Prompts specification for prompt discovery and retrieval.

  • prompts/list: List all available prompts

    • Optional cursor-based pagination
    • Returns prompt names and their required arguments, limitation: all arguments are assumed to be optional and do not include descriptions as variables do not have specification in Langfuse
    • Includes next cursor for pagination if there's more than 1 page of prompts
  • prompts/get: Get a specific prompt

    • Transforms Langfuse prompts (text and chat) into MCP prompt objects
    • Compiles prompt with provided variables

Tools

To increase compatibility with other MCP clients that do not support the prompt capability, the server also exports tools that replicate the functionality of the MCP Prompts.

  • get-prompts: List available prompts

    • Optional cursor parameter for pagination
    • Returns a list of prompts with their arguments
  • get-prompt: Retrieve and compile a specific prompt

    • Required name parameter: Name of the prompt to retrieve
    • Optional arguments parameter: JSON object with prompt variables

Development

npm install

# build current file
npm run build

# test in mcp inspector
npx @modelcontextprotocol/inspector node ./build/index.js

Usage

Step 1: Build

npm install
npm run build

Step 2: Add the server to your MCP servers:

Claude Desktop

Configure Claude for Desktop by editing claude_desktop_config.json

{
  "mcpServers": {
    "langfuse": {
      "command": "node",
      "args": ["<absolute-path>/build/index.js"],
      "env": {
        "LANGFUSE_PUBLIC_KEY": "your-public-key",
        "LANGFUSE_SECRET_KEY": "your-secret-key",
        "LANGFUSE_BASEURL": "https://cloud.langfuse.com"
      }
    }
  }
}

Make sure to replace the environment variables with your actual Langfuse API keys. The server will now be available to use in Claude Desktop.

Cursor

Add new server to Cursor:

  • Name: Langfuse Prompts
  • Type: command
  • Command:
    LANGFUSE_PUBLIC_KEY="your-public-key" LANGFUSE_SECRET_KEY="your-secret-key" LANGFUSE_BASEURL="https://cloud.langfuse.com" node absolute-path/build/index.js

Limitations

The MCP Server is a work in progress and has some limitations:

  • Only prompts with a production label in Langfuse are returned
  • All arguments are assumed to be optional and do not include descriptions as variables do not have specification in Langfuse
  • List operations require fetching each prompt individually in the background to extract the arguments, this works but is not efficient

Contributions are welcome! Please open an issue or a PR (repo) if you have any suggestions or feedback.

mcp-server-langfuse FAQ

How does mcp-server-langfuse handle prompt argument descriptions?
It assumes all prompt arguments are optional and does not include descriptions due to Langfuse variable specification limitations.
Can I paginate through prompts using this server?
Yes, it supports cursor-based pagination for listing prompts.
What MCP specification does this server implement?
It implements the MCP Prompts specification for prompt discovery and retrieval.
Is this server compatible with multiple LLM providers?
Yes, it works with any MCP-compatible host and LLM providers like OpenAI, Claude, and Gemini.
How do I integrate this server into my existing MCP client?
You connect it as an MCP server endpoint that exposes Langfuse prompt data via the MCP protocol.
Does this server support prompt creation or only retrieval?
Currently, it focuses on prompt discovery and retrieval, not creation or editing.