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Agnost AI wraps your MCP server and automatically tracks every tool, resource, and prompt call — no manual instrumentation needed.

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How it works

Your MCP Server  →  agnost.wrap(server)  →  Every call tracked automatically
Each tool invocation becomes an event inside a session. You get latency, success/failure, input/output, and user identity — all in your dashboard.

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Pick your SDK

TypeScript

MCP server in TypeScript / JavaScript

Python FastMCP

MCP server with FastMCP

Go

MCP server in Go

Anthropic (low-level)

Low-level Anthropic Python SDK

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Platforms

MCP Toolbox

Google MCP Toolbox for Databases

Apify Actors

Apify cloud actors