> ## Documentation Index
> Fetch the complete documentation index at: https://docs.agnost.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# MCP Servers

> Add observability to any MCP server with one line of code

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

## 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.

## Pick your SDK

<CardGroup cols={2}>
  <Card title="TypeScript" icon="js" href="/typescript-sdk">MCP server in TypeScript / JavaScript</Card>
  <Card title="Python FastMCP" icon="python" href="/fastmcp">MCP server with FastMCP</Card>
  <Card title="Go" icon="golang" href="/golang-sdk">MCP server in Go</Card>
  <Card title="Anthropic (low-level)" icon="python" href="/anthropic-low-level">Low-level Anthropic Python SDK</Card>
</CardGroup>

## Platforms

<CardGroup cols={2}>
  <Card title="MCP Toolbox" icon="database" href="/mcp-toolbox">Google MCP Toolbox for Databases</Card>
  <Card title="Apify Actors" icon="browser" href="/apify">Apify cloud actors</Card>
</CardGroup>