Parallel

Live 32 Actions

Parallel Integration for AI Agents

Connect your AI agent to 32 QA'd Parallel actions via MCP, A2A, or SDK, with agent authentication, tool-calling execution, and security built-in.

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Parallel AI Agent Actions

32 production-ready actions for your agent to do more on Parallel.

Read the Parallel docs

32 Actions

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

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

Stream Task Run Events - Stream execution events for a task run

Stream Task Run Events (Beta) - Stream execution events for a task run using the beta endpoint with enhanced event data

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

Fetch Task Group Runs - Fetch runs from a task group as an SSE stream

Stream Task Group Events - Stream execution events for a task group

Retrieve Task Group Run - Retrieve a specific run within a task group

Create FindAll Run - Create a FindAll run to discover entities matching specific conditions

Retrieve FindAll Run Status - Retrieve the status of a FindAll run

Retrieve FindAll Run Result - Retrieve results of a FindAll run

Get FindAll Run Schema - Retrieve the schema of a FindAll run

Stream FindAll Events - Stream events for a FindAll run

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

Fast Entity Search - Perform a fast synchronous entity search

Ingest FindAll Run - Create a FindAll run from a natural language objective

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

Do More, Build Less

Integration Infrastructure for Parallel AI Agents

Multiple Interfaces

Access integrations via API, AI SDKs, MCP & A2A.

Parallel MCP server

Managed Authentication

Pre-built authentication UI.

Agent auth

Falcon Engine

Every Parallel action runs on Falcon.

Agent Execution Engine

StackOne Defender

88.7% prompt injection detection.

Prompt injection defense

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"What impressed us most about StackOne is its ambition and clarity. They're creating infrastructure that modern software and the entire AI agent ecosystem can rely on. The depth of secure integrations, the pace of delivery, and the team's foresight into AI's future uniquely position StackOne to redefine this category."

Luna Schmid, Partner at GV

"We've been impressed by how quickly and deeply StackOne integrates with complex enterprise systems -- and now, with their focus on agent-to-agent interoperability, they're unlocking even more powerful use cases for customers. StackOne delivers all of the above in a universal layer -- without compromise."