> ## 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.

# SDKs

> Agnost SDKs and when to use each one

Pick the SDK or integration path based on what you are instrumenting.

| Use case                                 | Language/framework | Page                                                    |
| ---------------------------------------- | ------------------ | ------------------------------------------------------- |
| Conversation turns from application code | Python             | [Python Conversation SDK](/python-conversation)         |
| Conversation turns from application code | TypeScript/Node    | [TypeScript Conversation SDK](/typescript-conversation) |
| MCP server tool calls                    | TypeScript/Node    | [TypeScript MCP SDK](/typescript-sdk)                   |
| MCP server tool calls                    | Python FastMCP     | [Python FastMCP](/fastmcp)                              |
| MCP server tool calls                    | Go                 | [Go MCP SDK](/golang-sdk)                               |
| Existing AI framework traces             | OpenTelemetry      | [OpenTelemetry](/otel)                                  |
| Hosted dashboard access from agents      | MCP client         | [Agnost MCP Server](/agnost-mcp-server)                 |

## Package names

| Package                     | Install                                       |
| --------------------------- | --------------------------------------------- |
| Python conversation SDK     | `pip install agnost`                          |
| TypeScript conversation SDK | `npm install agnostai`                        |
| Python MCP SDK              | `pip install agnost-mcp`                      |
| TypeScript MCP SDK          | `npm install agnost`                          |
| Go MCP SDK                  | `go get github.com/agnostai/agnost-go/agnost` |

## First step

If you are not sure which integration to use, start with the [Quickstart](/quickstart).