Parallel MCP
Use Parallel with Claude Desktop, Cursor, or Windsurf to let AI read, act, and automate — no code required.
Or build automated Parallel workflowsHow to use this MCP
Get Your MCP Server URL
Get your MCP URL and install it in Claude Desktop, Cursor, or Windsurf.
Ask AI to Act
Ask your AI assistant to read emails, manage your calendar, and more.
Parallel Actions
Search the Web
Search the web with natural-language objectives. Returns LLM-optimized excerpts with citations.
Extract Web Content
Extract clean, citation-aware content from specific web URLs. Up to 20 URLs per request.
Create Task Run
Initiate a Parallel research task. Returns immediately with a queued run; use Get Task Run Result to wait for completion.
Get Task Run Status
Retrieve the current status of a task run by its ID.
Get Task Run Result
Retrieve a task run result by run ID. Blocks until the run completes (or until the timeout is reached).
Create FindAll Run
Discover and verify entities matching plain-language criteria. Match conditions can be supplied directly or auto-generated from the objective.
Get FindAll Result
Return the current snapshot of matched candidates for a FindAll run, including any enrichment fields.
Chat Completion
Get a chat completion using a Parallel processor. OpenAI-compatible interface; processor names like 'speed', 'base', 'core', 'pro', 'ultra' map to Parallel tiers.
Custom API Call
Make a custom API call to a specific endpoint
Get started
Start automating in minutes.
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