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Connect Parallel Task to Cursor

Give Cursor governed access to Parallel Task’s 4 tools through Runlayer, with identity, policy, scanning, and audit on every call.

Book a demo Cursor setup guide

Set up

Add Parallel Task to Cursor in four steps

Admins approve the server once. Everyone in Cursor then gets it through the same governed connection.

  1. 1

    Approve Parallel Task in Runlayer

    Add Parallel Task from the catalog and choose who can use it and which of its tools are allowed.

  2. 2

    Connect Cursor to Runlayer

    Runlayer’s CLI installs the Runlayer Plugin natively in Cursor, and admins can roll it out org-wide with Auto Sync plus a Cursor team rule. With direct tool listing turned on for your deployment, Parallel Task’s 4 tools show up in Cursor’s own tool list.

    Cursor setup guide
  3. 3

    Sign in to Parallel Task

    Sign in the way Parallel Task requires. Runlayer holds the credentials so they stay out of the client’s configuration.

  4. 4

    Use Parallel Task from Cursor

    Parallel Task’s approved tools appear in Cursor. Every call is checked against policy and recorded.

Tools

4 Parallel Task tools in Cursor

Runlayer policy decides which of these Cursor users can call.

  • Create deep research

    Creates a Deep Research task for comprehensive, single-topic research with citations.

  • Create Task group

    Batch data enrichment tool.

  • Get result markdown

    Get final task results as markdown.

  • Get status

    Lightweight status check (~50 tokens).

Control

What Runlayer can see and stop in Cursor

Some controls apply to every client at the gateway. Others depend on what Cursor exposes to Runlayer.

  • Gateway policy (available)

    Every Parallel Task call from Cursor passes through Runlayer, where your policies can allow, alert, mask, or block it.

  • Audit trail (available)

    Each call is recorded with the user, Cursor as the client, the tool, and the policy and scanner decisions.

  • Client hooks (available)

    Capture supported prompts, reasoning, local and MCP tool calls, responses, and scanner decisions in real time.

  • Stop a call before it runs (available)

    Runlayer can deny a tool call before Cursor runs it, including calls to MCP servers.

  • Block output after it runs (available)

    Runlayer can block a tool’s output before Cursor’s model sees it.

  • Redact output in place (not available)

    Cursor cannot take masked output, so Runlayer can block a tool’s output but not mask it. The gateway still applies policy to the call.

In Cursor

  • Runlayer cannot tell Agents Window sessions apart from regular IDE sessions.
  • The Cursor CLI sends fewer session events than the IDE, but Runlayer’s allow and deny decisions still apply.

Frequently asked questions

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