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

# MCP server

> Connect Dolfin to MCP-aware clients and inspect MCP activity for an organisation.

<Update label="2026-05-05" tags={["Feature","Release"]} description="Model Context Protocol">
  ## New

  ### MCP server

  Connect Dolfin to MCP-aware clients with the [Dolfin MCP server](/guides/quick-start-mcp), exposing your AR and AP workflows as tools that an agent can call directly.

  ### MCP session visibility

  Inspect [MCP](/guides/quick-start-mcp) activity for an organisation — [list sessions](/api-reference/endpoint/mcp/list-mcp-sessions-for-the-organisation), drill into a single session, and page through its tool invocations.
</Update>