agnost 0.1.8

Analytics SDK for Model Context Protocol Servers

Agnost Analytics SDK

Analytics SDK for tracking and analyzing Model Context Protocol (MCP) server interactions. Get insights into how your MCP servers are being used, monitor performance, and optimize user experiences.

Installation

pip install agnost

Basic Usage

import agnost
from fastmcp import FastMCP

# Create FastMCP server
mcp = FastMCP("My Server")

@mcp.tool()
def calculate(operation: str, a: float, b: float) -> float:
    """Perform mathematical operations."""
    if operation == "add":
        return a + b
    elif operation == "multiply":
        return a * b
    return 0

# Enable analytics tracking
agnost.track(mcp, org_id="your-organization-id")

Configuration

You can customize the SDK behavior using the configuration object:

import agnost

# Create a custom configuration
config = agnost.config(
    endpoint="https://api.agnost.ai/api/v1",
    disable_input=False,    # Set to True to disable input tracking
    disable_output=False    # Set to True to disable output tracking
)

# Apply the configuration
agnost.track(
    server=server,
    org_id="your-organization-id",
    config=config
)

Configuration Options

Option	Type	Default	Description
endpoint	str	"https://api.agnost.ai/api/v1"	API endpoint URL
disable_input	bool	False	Disable tracking of input arguments
disable_output	bool	False	Disable tracking of output results

Contact

For support or questions, contact the founders: [e-mail]