You can wire the Parallel node into an AI agent as a tool provider: the agent calls the operations you allow. See Agent tools.
Credentials
Connect Parallel under Credentials in the node settings. See Connecting credentials for the general flow.API key
Enter the values manually when creating the credential. Get your credentials here.OAuth
Sign in with your Parallel account when prompted; no keys to copy. Get your credentials here. NoClick requests the following permissions:key:read
Operations
Chat
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Chat Completions | chat_completions | OpenAI-compatible chat completion backed by Parallel web research (Beta). |
FindAll
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Add FindAll Enrichment | enrich_findall | Add column enrichments to a FindAll run’s discovered entities. | |
| Cancel FindAll Run | cancel_findall | Cancel an in-progress FindAll run. | |
| Create FindAll Run | create_findall_run | Discover verified entities matching plain-language criteria. | |
| Extend FindAll Run | extend_findall | Find more entities beyond the original match limit. | |
| Fast Entity Search | entity_search | Synchronous real-time people / company lookup. | |
| Generate FindAll Spec | create_findall_spec | Transform a natural-language objective into a structured FindAll spec (suggested starting point). | |
| Get FindAll Run Result | get_findall_result | Get discovered entities / candidates for a FindAll run. | |
| Get FindAll Run Status | get_findall_run | Poll a FindAll run’s status. |
Monitors
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Cancel Monitor | cancel_monitor | Stop / cancel a monitor. | |
| Create Monitor | create_monitor | Set up continuous web tracking. | |
| Get Monitor | get_monitor | Retrieve a single monitor. | |
| List Monitor Events | list_monitor_events | List detected change events for a monitor. | |
| List Monitors | list_monitors | List monitors (cursor pagination). | |
| Simulate Monitor Event | simulate_monitor_event | Simulate a monitor event to test webhook delivery without waiting for a real run. | |
| Trigger Monitor Run | trigger_monitor | Manually trigger a monitor check now. | |
| Update Monitor | update_monitor | Update a monitor’s config. |
Search
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Extract Page Content | extract | Extract clean markdown excerpts from a list of URLs. | |
| Search the Web | search | Run a one-shot web search returning ranked URLs with LLM excerpts. |
Task groups
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Add Runs to Task Group | add_runs_to_group | Add one or more task runs to an existing group. | |
| Create Task Group | create_task_group | Create a batch group to run many task runs together. | |
| Fetch Task Group Runs | get_group_runs | List runs in a task group. | |
| Get Task Group | get_task_group | Retrieve a task group’s status and aggregate progress. | |
| Get Task Group Run | get_task_group_run | Retrieve a single run within a task group. | |
| Stream Task Group Events | get_group_events | Stream real-time events for a task group while runs are active (SSE). |
Tasks
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Create Task Run | create_task_run | Start a deep-research / enrichment task run. | |
| Get Task Run | get_task_run | Retrieve a task run object and its status. | |
| Get Task Run Input | get_task_run_input | Retrieve the original input submitted for a task run. | |
| Get Task Run Result | get_task_run_result | Retrieve a completed task run result (blocks until the run finishes or timeout expires). | |
| Stream Task Run Events | get_task_run_events | Stream real-time progress events for an individual task run via SSE. |
Other
| Operation | ID | Description | Trigger |
|---|---|---|---|
| Receive Webhook Events | receive_webhook | Receive Task / Monitor completion events from Parallel. | Yes |