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

# Ask Enfors

> Query your AI workforce in plain English from Claude Code, Cursor, or Claude Desktop.

You don't need to build a dashboard to get an answer from Enfors. Connect an AI client
to the Enfors **MCP server** and ask questions in plain English — Enfors queries the
[decision ledger](/concepts/decision-ledger) for you and can render a shareable report.

## How it works

When you ask a question, the connected client calls Enfors MCP tools to fetch exactly the
data it needs, reasons over the results, and can present them as a branded view via
[`render_ui`](/mcp/render-ui). Enfors never asks the model to write SQL — the tools
expose safe, parameterized queries.

<Frame caption="Asking Enfors from Claude Code / Cursor">
  <img src="https://mintcdn.com/enfors/vp6oPmBU7YFgD-tH/images/ask-enfors.svg?fit=max&auto=format&n=vp6oPmBU7YFgD-tH&q=85&s=6db6161a41ff487b6b245befca711cc3" alt="Natural-language query in an AI client" width="1200" height="750" data-path="images/ask-enfors.svg" />
</Frame>

## Connect a client

<Steps>
  <Step title="Add the Enfors MCP server">
    Point your client at the Enfors MCP endpoint and authorize with OAuth / SSO. See
    [MCP overview](/mcp/overview) for the endpoint and per-client setup.
  </Step>

  <Step title="Ask a question">
    For example: *"show me what the team produced in the last three days."*
  </Step>

  <Step title="Explore and follow up">
    Drill in, test hypotheses, and refine — all in conversation.
  </Step>

  <Step title="Render and share">
    Ask for a report and Enfors renders a branded view (PII removed) you can share.
  </Step>
</Steps>

## Example questions

* "Show me what the team produced in the last three days."
* "Which agents cost the most this week, and what did they deliver?"
* "Find sessions flagged as rework and summarize why."
* "Compare two people's success rate and spend this month."
* "What was unusual about session `sess_…`?"

## Good to know

<CardGroup cols={2}>
  <Card title="It queries the ledger directly" icon="database">
    No SQL, no separate BI tool — answers come straight from your live data.
  </Card>

  <Card title="PII is removed" icon="shield-check">
    Generated reports have personal data scrubbed. See [Privacy](/concepts/tenancy-privacy-pii).
  </Card>
</CardGroup>

Next: the full [MCP tool reference](/mcp/tool-reference).