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

# Parallel

> 31 actions available for Parallel through StackOne. Use via Actions RPC, Toolset SDK, MCP, or A2A.

<div className="not-prose" style={{ display: 'flex', alignItems: 'center', gap: '12px', marginBottom: '24px' }}>
  <img src="https://stackone-logos.com/api/parallel/filled/png" alt="Parallel" className="connector-page-icon" style={{ width: '48px', height: '48px', borderRadius: '10px', padding: '2px' }} />

  <div>
    <div style={{ fontSize: '24px', fontWeight: '600' }}>Parallel</div>
    <div className="connector-page-subtitle" style={{ fontSize: '14px' }}>31 actions · 1 auth method</div>

    <div style={{ display: 'flex', flexWrap: 'wrap', gap: '6px', marginTop: '8px' }}>
      <span className="connector-page-tag-preview" style={{ display: 'inline-block', padding: '2px 8px', borderRadius: '4px', fontSize: '11px', fontWeight: '500' }}>Preview</span>
    </div>
  </div>
</div>

## Authentication

<Columns cols={2}>
  <Card title="API Key">
    Connect your Parallel AI account using an API key generated from the Parallel Platform.

    Guides: [Connector Profile](/connectors/parallel/guides/connector-profile/api-key), [Link Account](/connectors/parallel/guides/link-account/api-key)
  </Card>
</Columns>

<div className="connector-meta-library-section">
  <div className="connector-meta-library-title">Actions</div>

  <div className="connector-actions-controls not-prose" data-connector-actions-controls>
    <div className="connector-actions-controls__row">
      <input type="search" className="connector-actions-search" data-connector-actions-search placeholder="Search actions" aria-label="Search actions" />
    </div>
  </div>

  <div className="meta-library-count" data-connector-actions-count>31 actions</div>

  <div className="not-prose meta-library-table-container" data-connector-actions-table>
    <div className="connector-meta-library-grid" style={{ gridTemplateColumns: '200px 1fr' }}>
      <div className="connector-meta-library-row">
        <div className="meta-library-grid-header-cell">Action</div>
        <div className="meta-library-grid-header-cell">Description</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_search" data-action-label="Search" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Search</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_search" aria-label="Copy parallel_search"><code className="connector-page-code">parallel\_search</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Perform a web search with AI-powered relevance filtering</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_extract" data-action-label="Extract" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Extract</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_extract" aria-label="Copy parallel_extract"><code className="connector-page-code">parallel\_extract</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Extract content from one or more URLs</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_chat_completions" data-action-label="Chat Completions" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Chat Completions</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_chat_completions" aria-label="Copy parallel_chat_completions"><code className="connector-page-code">parallel\_chat\_completions</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Generate a chat completion with web research capabilities</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_create_task_run" data-action-label="Create Task Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Create Task Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_create_task_run" aria-label="Copy parallel_create_task_run"><code className="connector-page-code">parallel\_create\_task\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Create a new task run for structured web research. If the response is null or missing an id, the creation failed silentl...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_task_run" data-action-label="Retrieve Task Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve Task Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_task_run" aria-label="Copy parallel_retrieve_task_run"><code className="connector-page-code">parallel\_retrieve\_task\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve a task run by ID</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_task_run_input" data-action-label="Retrieve Task Run Input" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve Task Run Input</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_task_run_input" aria-label="Copy parallel_retrieve_task_run_input"><code className="connector-page-code">parallel\_retrieve\_task\_run\_input</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve the input of a task run</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_task_run_result" data-action-label="Retrieve Task Run Result" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve Task Run Result</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_task_run_result" aria-label="Copy parallel_retrieve_task_run_result"><code className="connector-page-code">parallel\_retrieve\_task\_run\_result</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve the result of a completed task run. If the result is null, the task is likely still running — retry after a sho...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_stream_task_run_events" data-action-label="Stream Task Run Events" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Stream Task Run Events</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_stream_task_run_events" aria-label="Copy parallel_stream_task_run_events"><code className="connector-page-code">parallel\_stream\_task\_run\_events</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Stream execution events for a task run. When called via MCP tool\_call, a null response is expected (SSE connection lifet...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_stream_task_run_events_beta" data-action-label="Stream Task Run Events (Beta)" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Stream Task Run Events (Beta)</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_stream_task_run_events_beta" aria-label="Copy parallel_stream_task_run_events_beta"><code className="connector-page-code">parallel\_stream\_task\_run\_events\_beta</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Stream execution events for a task run using the beta endpoint. When called via MCP tool\_call, a null response is expect...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_create_task_group" data-action-label="Create Task Group" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Create Task Group</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_create_task_group" aria-label="Copy parallel_create_task_group"><code className="connector-page-code">parallel\_create\_task\_group</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Create a new task group for batch task execution</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_task_group" data-action-label="Retrieve Task Group" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve Task Group</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_task_group" aria-label="Copy parallel_retrieve_task_group"><code className="connector-page-code">parallel\_retrieve\_task\_group</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve a task group by ID</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_add_runs_to_task_group" data-action-label="Add Runs To Task Group" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Add Runs To Task Group</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_add_runs_to_task_group" aria-label="Copy parallel_add_runs_to_task_group"><code className="connector-page-code">parallel\_add\_runs\_to\_task\_group</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Add task runs to an existing task group</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_stream_task_group_events" data-action-label="Stream Task Group Events" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Stream Task Group Events</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_stream_task_group_events" aria-label="Copy parallel_stream_task_group_events"><code className="connector-page-code">parallel\_stream\_task\_group\_events</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Stream execution events for a task group. When called via MCP tool\_call, a null response is expected (SSE connection lif...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_task_group_run" data-action-label="Retrieve Task Group Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve Task Group Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_task_group_run" aria-label="Copy parallel_retrieve_task_group_run"><code className="connector-page-code">parallel\_retrieve\_task\_group\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve a specific run within a task group</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_create_findall_run" data-action-label="Create FindAll Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Create FindAll Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_create_findall_run" aria-label="Copy parallel_create_findall_run"><code className="connector-page-code">parallel\_create\_findall\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Create an asynchronous FindAll run to discover entities. For plain company or person lookups, use parallel\_entity\_search...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_findall_run_status" data-action-label="Retrieve FindAll Run Status" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve FindAll Run Status</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_findall_run_status" aria-label="Copy parallel_retrieve_findall_run_status"><code className="connector-page-code">parallel\_retrieve\_findall\_run\_status</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve the status of a FindAll run</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_findall_run_result" data-action-label="Retrieve FindAll Run Result" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve FindAll Run Result</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_findall_run_result" aria-label="Copy parallel_retrieve_findall_run_result"><code className="connector-page-code">parallel\_retrieve\_findall\_run\_result</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve results of a FindAll run. Returns a snapshot at the time of the request — works on active runs too, so call it...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_get_findall_run_schema" data-action-label="Get FindAll Run Schema" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Get FindAll Run Schema</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_get_findall_run_schema" aria-label="Copy parallel_get_findall_run_schema"><code className="connector-page-code">parallel\_get\_findall\_run\_schema</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve the schema of a FindAll run</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_stream_findall_events" data-action-label="Stream FindAll Events" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Stream FindAll Events</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_stream_findall_events" aria-label="Copy parallel_stream_findall_events"><code className="connector-page-code">parallel\_stream\_findall\_events</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Stream events for a FindAll run. When called via MCP tool\_call, a null response is expected (SSE connection lifetime lim...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_cancel_findall_run" data-action-label="Cancel FindAll Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Cancel FindAll Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_cancel_findall_run" aria-label="Copy parallel_cancel_findall_run"><code className="connector-page-code">parallel\_cancel\_findall\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Cancel an active FindAll run</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_extend_findall_run" data-action-label="Extend FindAll Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Extend FindAll Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_extend_findall_run" aria-label="Copy parallel_extend_findall_run"><code className="connector-page-code">parallel\_extend\_findall\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Extend the match limit of a FindAll run</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_enrich_findall_run" data-action-label="Add Enrichment To FindAll Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Add Enrichment To FindAll Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_enrich_findall_run" aria-label="Copy parallel_enrich_findall_run"><code className="connector-page-code">parallel\_enrich\_findall\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Add enrichment to extract structured data from FindAll matches. Can be called immediately after run creation — no need t...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_entity_search" data-action-label="Fast Entity Search" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Fast Entity Search</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_entity_search" aria-label="Copy parallel_entity_search"><code className="connector-page-code">parallel\_entity\_search</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Perform a fast synchronous entity search. Preferred for simple company or person lookups. Do not use when the request sp...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_ingest_findall_run" data-action-label="Ingest FindAll Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Ingest FindAll Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_ingest_findall_run" aria-label="Copy parallel_ingest_findall_run"><code className="connector-page-code">parallel\_ingest\_findall\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Generate a structured FindAll run spec (entity type, match conditions, generator, match limit) from a natural language o...</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_list_monitors" data-action-label="List Monitors" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>List Monitors</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_list_monitors" aria-label="Copy parallel_list_monitors"><code className="connector-page-code">parallel\_list\_monitors</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">List monitors with optional filtering</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_create_monitor" data-action-label="Create Monitor" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Create Monitor</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_create_monitor" aria-label="Copy parallel_create_monitor"><code className="connector-page-code">parallel\_create\_monitor</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Create a web content monitor</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_retrieve_monitor" data-action-label="Retrieve Monitor" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Retrieve Monitor</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_retrieve_monitor" aria-label="Copy parallel_retrieve_monitor"><code className="connector-page-code">parallel\_retrieve\_monitor</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Retrieve a single monitor by ID</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_update_monitor" data-action-label="Update Monitor" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Update Monitor</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_update_monitor" aria-label="Copy parallel_update_monitor"><code className="connector-page-code">parallel\_update\_monitor</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Update an existing monitor</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_trigger_monitor_run" data-action-label="Trigger Monitor Run" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Trigger Monitor Run</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_trigger_monitor_run" aria-label="Copy parallel_trigger_monitor_run"><code className="connector-page-code">parallel\_trigger\_monitor\_run</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Manually trigger a monitor execution</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_cancel_monitor" data-action-label="Cancel Monitor" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>Cancel Monitor</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_cancel_monitor" aria-label="Copy parallel_cancel_monitor"><code className="connector-page-code">parallel\_cancel\_monitor</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">Cancel an active monitor</div>
      </div>

      <div className="connector-meta-library-row" data-action-id="parallel_list_monitor_events" data-action-label="List Monitor Events" data-action-scopes="">
        <div className="meta-library-grid-cell connector-meta-library-item-cell">
          <div style={{ fontWeight: '500' }}>List Monitor Events</div>
          <div style={{ marginTop: '4px' }}><button type="button" className="connector-page-code-button" data-copy="parallel_list_monitor_events" aria-label="Copy parallel_list_monitor_events"><code className="connector-page-code">parallel\_list\_monitor\_events</code></button></div>
        </div>

        <div className="meta-library-grid-cell meta-library-grid-cell--description">List events detected by a monitor</div>
      </div>
    </div>
  </div>
</div>

## Getting Started

<Steps>
  <Step title="Create or Select a Project">
    Set up a new project or select an existing one. See the [Projects Guide](/guides/managing-projects).
  </Step>

  <Step title="Configure the Connector">
    Enable the connector and set up a connector profile in your project. See [Managing Connectors](/guides/explore-connectors).

    <Columns cols={2}>
      <Card title="Connector Profile" href="/connectors/parallel/guides/connector-profile/api-key" icon="https://stackone-logos.com/api/parallel/filled/png" horizontal>
        Parallel - API Key
      </Card>
    </Columns>
  </Step>

  <Step title="Link an Account">
    Connect an account using [StackOne Hub](/guides/embedding-stackone-hub) or [Auth Link](/guides/auth-link).

    <Columns cols={2}>
      <Card title="Link Account" href="/connectors/parallel/guides/link-account/api-key" icon="https://stackone-logos.com/api/parallel/filled/png" horizontal>
        Parallel - API Key
      </Card>
    </Columns>
  </Step>

  <Step title="Use Actions">
    Invoke actions using one of the methods below:

    * [MCP](/mcp/quickstart) – Model Context Protocol for AI assistants
    * [A2A](/a2a/quickstart) – Agent-to-Agent protocol
    * [AI Toolset (TypeScript)](/agents/typescript/introduction) – TypeScript SDK for AI agents
    * [AI Toolset (Python)](/agents/python/introduction) – Python SDK for AI agents
    * [Actions RPC](/platform/api-reference/actions/make-an-rpc-call-to-an-action) – Direct API calls
    * [Playground](/guides/playground) – Test actions in the dashboard
  </Step>
</Steps>