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Parallel API

Community
12 tools

$0.01 – $0.02/call

A web API purpose-built for AIs.

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Parallel Chat Api
parallel_chat_api

Parallel Chat is a web research API that returns OpenAI ChatCompletions compatible streaming text and JSON. The Chat API supports multiple models—from the `speed` model for low latency across a broad range of use cases, to research models (`lite`, `base`, `core`) for deeper research-grade outputs where you can afford to wait longer for even more comprehensive responses with full [research basis](/task-api/guides/access-research-basis) support.

flat

$0.02/call

Parallel Search
parallel_search

Searches the web.To access this endpoint, pass the parallel-beta header with the valuesearch-extract-2025-10-10.

flat

$0.02/call

Parallel Extract
parallel_extract

Extracts relevant content from specific web URLs.To access this endpoint, pass the parallel-beta header with the valuesearch-extract-2025-10-10.

flat

$0.02/call

Parallel Create Task Run
parallel_create_task_run

Initiates a task run.Returns immediately with a run object in status ‘queued’.Beta features can be enabled by setting the ‘parallel-beta’ header.

flat

$0.02/call

Parallel Retrieve Findall Run Status
parallel_retrieve_findall_run_status

Retrieve a FindAll run.

flat

$0.01/call

Parallel Findall Run Result
parallel_findall_run_result

Retrieve the FindAll run result at the time of the request.

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$0.01/call

Parallel Cancel Findall Run
parallel_cancel_findall_run

Cancel a FindAll run.

flat

$0.01/call

Parallel Retrieve Task Run Input
parallel_retrieve_task_run_input

Retrieves the input of a run by run_id.

flat

$0.01/call

Parallel Retrieve Task Run
parallel_retrieve_task_run

Retrieves run status by run_id.The run result is available from the /result endpoint.

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$0.01/call

Parallel Ingest Findall Run
parallel_ingest_findall_run

Transforms a natural language search objective into a structured FindAll spec.Note: Access to this endpoint requires the parallel-beta header.The generated specification serves as a suggested starting point and can be furthercustomized by the user.

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$0.02/call

Parallel Retrieve Task Run Result
parallel_retrieve_task_run_result

Retrieves a run result by run_id, blocking until the run is completed.

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$0.01/call

Parallel Create Findall Run
parallel_create_findall_run

Starts a FindAll run.This endpoint immediately returns a FindAll run object with status set to ‘queued’.You can get the run result snapshot using the GET /v1beta/findall/runs//result endpoint.You can track the progress of the run by:Polling the status using the GET /v1beta/findall/runs/ endpoint,Subscribing to real-time updates via the /v1beta/findall/runs//eventsendpoint,Or specifying a webhook with relevant event types during run creation to receivenotifications.

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$0.02/call

Connect Parallel API tools
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Cursor

Claude Code

Claude Desktop

Windsurf

VS Code

Cline

Roo Code

ChatGPT

Gemini CLI

Amazon Q

Goose

Augment

n8n

API / cURL

AI SDK

TypeScript SDK

Add to ~/.cursor/mcp.json
{
  "mcpServers": {
    "parallel": {
      "url": "https://parallel.mcp.xpay.sh/mcp?key=YOUR_API_KEY"
    }
  }
}
Or connect all tools

Access all tools (including Parallel API) through a single MCP connection.

https://mcp.xpay.sh/mcp?key=***
{
  "mcpServers": {
    "xpay": {
      "url": "https://mcp.xpay.sh/mcp?key=YOUR_API_KEY"
    }
  }
}
Agent Discovery

Machine-readable catalogs for LLM agents and automation.

llms.txt — Human-readable tool catalog
curl https://xpay.tools/llms.txt
agents.txt — Structured JSON for agents
curl https://xpay.tools/agents.txt
skill.md — Claude Code skill
curl https://xpay.tools/skill.md
Pricing

Pay per tool call. No subscriptions.

12 Parallel API tools available
Frequently Asked Questions

Parallel API is an API provider available on xpay with 12 tools. A web API purpose-built for AIs. Powering millions of daily requests All tools are pay-per-call with no monthly fees.

Parallel API tools are priced at $0.01–$0.02 per call. You only pay when you use a tool — there are no subscriptions or monthly fees. New accounts get $5 in free credits to try any tool.

Each xpay provider has its own MCP endpoint. For Claude Code: claude mcp add --transport http parallel "https://parallel.mcp.xpay.sh/mcp?key=YOUR_XPAY_KEY". For Cursor/Windsurf/Cline/VS Code, add the same URL to mcp.json. To get every xpay provider in one connection, use https://mcp.xpay.sh/mcp?key=YOUR_XPAY_KEY and discover tools with xpay_discover / xpay_run.

Parallel API provides 12 tools: Parallel Chat Api, Parallel Search, Parallel Extract, Parallel Create Task Run, Parallel Retrieve Findall Run Status, and 7 more. Each tool can be called independently and has its own per-call pricing.

No. With xpay, one API key gives you access to all 12 Parallel API tools plus tools from many other providers. You don't need to sign up for Parallel API's API directly — xpay handles authentication, billing, and rate limiting.

Yes. Every new xpay account gets $5 in free credits — no credit card required. Sign up at xpay.tools to start running Parallel API tools immediately.

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