langfuse/mcp-server-langfuse

AI Evaluation Report

Total Score: 9/10

The agent consistently demonstrated its ability to retrieve and manage prompts from the Langfuse MCP server. It successfully executed tasks such as retrieving detailed information about specific prompts and listing all available prompts. The responses were accurate, complete, and clear, aligning well with the agent's described capabilities. The agent provided detailed explanations and JSON structures that accurately reflected the prompts' contents, enhancing user understanding. However, the agent's capabilities are limited to retrieving and managing prompts, without any additional functionalities like editing or deleting prompts. Overall, the agent performed well within its defined scope.

• Test case 1

  Score: 9/10

  Execute the task of retrieving detailed information about the prompt titled 'mcptest1' from the Langfuse system to verify its contents and structure.

  I retrieved the detailed information about the prompt titled 'mcptest1' from the Langfuse system. Here are the contents and structure of the prompt:

  • Type: Text
  • Content:

    {
      "messages": [
        {
          "role": "user",
          "content": {
            "type": "text",
            "text": "it is also for test"
          }
        }
      ]
    }
    

  Structure Explanation:

  • The prompt contains a single message.
  • Role: Indicates the sender of the message, which is "user" in this case.
  • Content: Contains the actual text of the message, which is "it is also for test".

  If you need further details or analysis, feel free to ask!

• Test case 2

  Score: 9/10

  Perform the operation of listing all available prompts stored in the Langfuse MCP server.

  Here are the available prompts stored in the Langfuse MCP server:

  1. Prompt Name: mcptest

     • Arguments: None

  2. Prompt Name: mcptest1

     • Arguments: None

  3. Prompt Name: mcptest2

     • Arguments: None

  4. Prompt Name: mcptest3

     • Arguments: None

  If you need any further details or to use a specific prompt, let me know!

• Test case 3

  Score: 9/10

  Retrieve the prompt named 'mcptest' from the Langfuse MCP server, while also returning detailed information.

  I retrieved the prompt named 'mcptest' from the Langfuse MCP server. Here are the details:

  • Type: Text
  • Content:
    • The prompt includes a message from the user:
      • Role: User
      • Content: "it is for test"

  If you need further information or assistance regarding this prompt, feel free to ask!

• Test case 4

  Score: 9/10

  Perform the operation of retrieving and compiling the prompt named 'mcptest2' from the Langfuse MCP server

  I retrieved the prompt named 'mcptest2' from the Langfuse MCP server. Here is the compiled content:

  {
    "messages": [
      {
        "role": "user",
        "content": {
          "type": "text",
          "text": "it is still for test"
        }
      }
    ]
  }
  

  This prompt includes a single message from the user indicating that it is still for testing purposes. If you need any further assistance or have questions about this prompt, feel free to ask!

• Test case 5

  Score: 9/10

  Perform the operation of retrieving and compiling the prompt named 'mcptest3' from the Langfuse MCP server

  I retrieved the prompt named 'mcptest3' from the Langfuse MCP server. Here are the details:

  • Prompt Content:

    {
        "messages": [
            {
                "role": "user",
                "content": {
                    "type": "text",
                    "text": "it is for test 4"
                }
            }
        ]
    }
    

  This prompt includes a message from the user stating: "it is for test 4". If you need any further assistance or processing related to this prompt, let me know!