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Parallel
Parallel
31 actions · 1 auth method
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Authentication

API Key

Connect your Parallel AI account using an API key generated from the Parallel Platform.Guides: Connector Profile, Link Account
Actions
31 actions
Action
Description
Search
Perform a web search with AI-powered relevance filtering
Extract
Extract content from one or more URLs
Chat Completions
Generate a chat completion with web research capabilities
Create Task Run
Create a new task run for structured web research. If the response is null or missing an id, the creation failed silentl…
Retrieve Task Run
Retrieve a task run by ID
Retrieve Task Run Input
Retrieve the input of a task run
Retrieve Task Run Result
Retrieve the result of a completed task run. If the result is null, the task is likely still running — retry after a sho…
Stream Task Run Events
Stream execution events for a task run. When called via MCP tool_call, a null response is expected (SSE connection lifet…
Stream Task Run Events (Beta)
Stream execution events for a task run using the beta endpoint. When called via MCP tool_call, a null response is expect…
Create Task Group
Create a new task group for batch task execution
Retrieve Task Group
Retrieve a task group by ID
Add Runs To Task Group
Add task runs to an existing task group
Stream Task Group Events
Stream execution events for a task group. When called via MCP tool_call, a null response is expected (SSE connection lif…
Retrieve Task Group Run
Retrieve a specific run within a task group
Create FindAll Run
Create an asynchronous FindAll run to discover entities. For plain company or person lookups, use parallel_entity_search…
Retrieve FindAll Run Status
Retrieve the status of a FindAll run
Retrieve FindAll Run Result
Retrieve results of a FindAll run. Returns a snapshot at the time of the request — works on active runs too, so call it…
Get FindAll Run Schema
Retrieve the schema of a FindAll run
Stream FindAll Events
Stream events for a FindAll run. When called via MCP tool_call, a null response is expected (SSE connection lifetime lim…
Cancel FindAll Run
Cancel an active FindAll run
Extend FindAll Run
Extend the match limit of a FindAll run
Add Enrichment To FindAll Run
Add enrichment to extract structured data from FindAll matches. Can be called immediately after run creation — no need t…
Fast Entity Search
Perform a fast synchronous entity search. Preferred for simple company or person lookups. Do not use when the request sp…
Ingest FindAll Run
Generate a structured FindAll run spec (entity type, match conditions, generator, match limit) from a natural language o…
List Monitors
List monitors with optional filtering
Create Monitor
Create a web content monitor
Retrieve Monitor
Retrieve a single monitor by ID
Update Monitor
Update an existing monitor
Trigger Monitor Run
Manually trigger a monitor execution
Cancel Monitor
Cancel an active monitor
List Monitor Events
List events detected by a monitor

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Getting Started

1

Create or Select a Project

Set up a new project or select an existing one. See the Projects Guide.
2

Configure the Connector

Enable the connector and set up a connector profile in your project. See Managing Connectors.
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Connector Profile

Parallel - API Key
3

Link an Account

Connect an account using StackOne Hub or Auth Link.
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Link Account

Parallel - API Key
4

Use Actions

Invoke actions using one of the methods below: