Use Parallel from Claude Code
Bring Parallel context into engineering work while Type keeps app access attached to the teammate and workspace.
AI agent integrationParallel
Parallel integration for multiplayer collaboration with AI agents using Claude Code or Codex
One governed connection your whole team and its AI agents can share, with approved actions and human review, so working in Parallel never means pasting credentials into a prompt.
CategoryAnalytics & Data
Automate Parallel with Codex
Let coding agents ask for the right app action, preserve conversation context, and keep humans in the approval loop.
Connect open agent workflows
Use Type as the collaboration layer around OpenClaw and other LLM workflows that need app access.
Analytics & Data
What the Parallel integration exposes
Parallel offers a Task API for automated, structured web research, transforming natural language queries into precise, schema-compliant outputs.
One connection, many teammates
Connect Parallel once, then decide which teammates can use it for threads, automations, skills, and coding work.
Representative actions
- Add Enrichment to FindAll Run
Tool to add an enrichment to a FindAll run. Use when you need to enrich existing FindAll run results with additional structured data fields. Enrichments define what information to extract from matched entities using a JSON schema.
- Add Runs to Task Group
Tool to initiate multiple task runs within a TaskGroup. Use when you need to execute multiple tasks in parallel within an existing task group.
- Cancel FindAll Run
Tool to cancel an active FindAll run by findall_id. Use when you need to stop a running FindAll operation before it completes. Cannot cancel runs that have already terminated.
- Create Chat Completions
Tool to get realtime chat completions from Parallel AI. Use when you need conversational AI responses or structured outputs via chat interface. Can be combined with Task API processors for research-grade structured outputs with citations and reasoning.
- Create Monitor
Tool to create a web monitor that periodically runs the specified query. The monitor runs once at creation and then continues according to the specified cadence (hourly, daily, weekly, or every two weeks). Use when you need to track changes or developments for a specific search query over time.
Connection
API and auth details
Parallel provides APIs for deep web research, search, chat, ingestion, and structured task execution. Integrations can create task runs from natural-language instructions, request schema-compliant outputs, retrieve cited results, use search through MCP or SDKs, and automate research workflows.
- Source
- Type catalog metadata
- Auth schemes
- API key
- API docs
- https://docs.parallel.ai/
- Official site
- https://parallel.ai/
FAQ
Questions people ask before connecting Parallel
Can Claude Code use Parallel?
Yes. Type lets an AI teammate use connected Parallel actions from a governed workspace context, so Claude Code work can reference the app without copying credentials into a local prompt.
Can Codex work with Parallel through Type?
Yes. Codex can collaborate through Type with app context, skills, and approved actions. The Parallel catalog entry includes public integration details and example capabilities where available.
Is this the same as a Parallel MCP server?
Type exposes connected app capabilities to AI teammates and coding agents through Type's integration layer. Teams use it when they want shared app access, human review, and teammate-level permissions around agent work.
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Tavily offers search and data retrieval solutions, helping teams quickly locate and filter relevant information from documents, databases, or web sources