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Parallel API

Community
12 tools

$0.01 – $0.02/call

<100 calls

A web API purpose-built for AIs. Powering millions of daily requests

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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.

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$0.02/call

Parallel Retrieve Findall Run Status
parallel_retrieve_findall_run_status

Retrieve a FindAll run.

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$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.

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$0.01/call

Parallel Retrieve Task Run Input
parallel_retrieve_task_run_input

Retrieves the input of a run by run_id.

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$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.

Add xpay's MCP server to your AI client (Claude Code, Cursor, VS Code, Windsurf, or Cline) with the endpoint: https://mcp.xpay.sh/mcp?key=YOUR_API_KEY. Once connected, use xpay_discover to find Parallel API tools, then xpay_run to execute them. For Claude Code: claude mcp add --transport http xpay "https://mcp.xpay.sh/mcp?key=YOUR_API_KEY"

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 pricing.

No. With xpay, one API key gives you access to all 12 Parallel API tools plus 1000+ tools from 80+ 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. You can use these credits to try any Parallel API tool — no credit card required. Sign up at xpay.tools to get started.

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