Parallel
Pricing
Benchmarks
Blog
Docs
Products:[Search API](https://parallel.ai/products/search)[Extract API](https://docs.parallel.ai/extract/extract-quickstart)[Task API](https://parallel.ai/products/task)[FindAll API](https://parallel.ai/products/findall)[Monitor API](https://docs.parallel.ai/monitor-api/monitor-quickstart)[Chat API](https://docs.parallel.ai/chat-api/chat-quickstart)
[Pricing](https://parallel.ai/pricing)[Benchmarks](https://parallel.ai/benchmarks)[Blog](https://parallel.ai/blog)[Docs](https://docs.parallel.ai/home)
Contact
C
[Contact](https://form.fillout.com/t/rv6fubdwwuus)Log In / Sign Up
P
[Log In / Sign Up](https://platform.parallel.ai/)
[Menu]

# Authenticated page access for the Parallel Task API

Tags:Product Release
Reading time: 3 min
Product release: Authenticated page access for the Parallel Task API

Starting today, the Parallel Task API can conduct research over private, login-protected data sources— extending its capabilities beyond the public web.

Critical information often resides behind login walls, including internal wikis, gated industry databases, protected documentation, proprietary research sources, and niche portals. Until now, these sources have remained out of reach for web enrichment and deep research workflows.

With authenticated page access, the Task API[Task API]($https://docs.parallel.ai/task-api/task-quickstart) can now research across both public and private sources within a single workflow.

Illustration demonstrating deep research API concepts, web search capabilities, or AI agent integration features
![](https://cdn.sanity.io/images/5hzduz3y/production/d96dcc45f833dad3cb54e40f8864dc2545d9f154-5396x3240.jpg)

## When to use authenticated page access

For third-party providers that offer out-of-the-box MCP servers or OAuth connectors (stay tuned for more on this), we recommend using those purpose-built integrations.

For the long tail of gated domains where no dedicated connector exists, connect Parallel with the Browser Use MCP[Browser Use MCP]($https://docs.parallel.ai/integrations/browseruse) to authenticate into these private domains.

We only recommend using browser agents for authentication into a private domain when the domain allows for such authentication, and it complies with its Terms of Service. It's recommended to make these checks yourself before connecting Parallel with any browser agent MCP.

### Sample query
1
Go to https://www.nxp.com/products/K66_180 and extract only the migration-related information for the K66-180 chip, specifically documentation on Migration from Kinetis K Series to MCXNx4x Series.```
Go to https://www.nxp.com/products/K66_180 and extract only the migration-related information for the K66-180 chip, specifically documentation on Migration from Kinetis K Series to MCXNx4x Series.
```
Before and after using Browser Use MCP
![Before and after using Browser Use MCP](https://cdn.sanity.io/images/5hzduz3y/production/0c05c6cf9488eb22080a08a051b9d9b5802edf8a-5396x3240.jpg)

## How it works

When a browser agent is connected with Parallel, we orchestrate research by doing the following:

  1. **Source discovery:** The Task API identifies relevant sources for your query, including any login-protected domains you’ve configured for private access.
  2. **Authenticated retrieval:** When the Task API encounters a gated source, it delegates retrieval to the browser agent via MCP. The agent completes the login flow in a secure session and fetches the protected content.
  3. **Cross-source synthesis:** The Task API synthesizes data from both public and private sources into a unified response with full Basis support, including citations, reasoning, excerpts, and confidence scores.

This architecture keeps credential management separate from Parallel’s infrastructure. Your authentication details remain with the browser agent service you configure, while Parallel handles research orchestration and synthesis.

### Sample request with the Browser Use MCP
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
curl -X POST "https://api.parallel.ai/v1/tasks/runs" \ -H "x-api-key: $PARALLEL_API_KEY" \ -H "Content-Type: application/json" \ -H "parallel-beta: mcp-server-2025-07-17" \ --data '{ "input": "Go to https://www.nxp.com/products/K66_180 and extract only the migration-related information for the K66-180 chip, specifically documentation on Migration from Kinetis K Series to MCXNx4x Series.", "processor": "ultra", "mcp_servers": [ { "type": "url", "url": "https://api.browser-use.com/mcp", "name": "browseruse", "headers": { "Authorization": "Bearer YOUR_BROWSERUSE_API_KEY" } } ] }'```
curl -X POST "https://api.parallel.ai/v1/tasks/runs" \
-H "x-api-key: $PARALLEL_API_KEY" \
-H "Content-Type: application/json" \
-H "parallel-beta: mcp-server-2025-07-17" \
--data '{
"input": "Go to https://www.nxp.com/products/K66_180 and extract only the migration-related information for the K66-180 chip, specifically documentation on Migration from Kinetis K Series to MCXNx4x Series.",
"processor": "ultra",
"mcp_servers": [
{
"type": "url",
"url": "https://api.browser-use.com/mcp",
"name": "browseruse",
"headers": {
"Authorization": "Bearer YOUR_BROWSERUSE_API_KEY"
}
}
]
}'
```

## Start building

Private data access is available today for all Task API processors. Get started in the Developer Platform[Developer Platform]($https://platform.parallel.ai/login?redirectTo=%2F) or dive into the documentation[documentation]($https://docs.parallel.ai/integrations/browseruse).

****

## About Parallel Web Systems

Parallel develops critical web search infrastructure for AI. Our suite of web search and agent APIs is built on a rapidly growing proprietary index of the global internet. These solutions transform human tasks that previously took days and weeks into agentic tasks that now take seconds and minutes.

Fortune 100 and 500 companies use Parallel's web intelligence APIs in insurance, finance, and retail workflows to automate critical business functions. Leading AI businesses like Manus, Starbridge, Amp, and Day AI use Parallel to support core features like public sector contract monitoring, documentation lookup, and GTM operations.


Parallel avatar

By Parallel

January 28, 2026

## Related Posts45

Introducing structured outputs for the Monitor API

- [Introducing structured outputs for the Monitor API](https://parallel.ai/blog/structured-outputs-monitor)

Tags:Product Release
Reading time: 3 min
Product release: Research Models with Basis for the Parallel Chat API

- [Introducing research models with Basis for the Parallel Chat API](https://parallel.ai/blog/research-models-chat)

Tags:Product Release
Reading time: 2 min
Parallel + Cerebras

- [Build a real-time fact checker with Parallel and Cerebras](https://parallel.ai/blog/cerebras-fact-checker)

Tags:Cookbook
Reading time: 5 min
DeepSearch QA: Task API

- [Parallel Task API achieves state-of-the-art accuracy on DeepSearchQA](https://parallel.ai/blog/deepsearch-qa)

Tags:Benchmarks
Reading time: 3 min
Product release: Granular Basis

- [Introducing Granular Basis for the Task API](https://parallel.ai/blog/granular-basis-task-api)

Tags:Product Release
Reading time: 3 min
How Amp’s coding agents build better software with Parallel Search

- [How Amp’s coding agents build better software with Parallel Search](https://parallel.ai/blog/case-study-amp)

Tags:Case Study
Reading time: 3 min
Latency improvements on the Parallel Task API

- [Latency improvements on the Parallel Task API ](https://parallel.ai/blog/task-api-latency)

Tags:Product Release
Reading time: 3 min
Product release: Extract

- [Introducing Parallel Extract](https://parallel.ai/blog/introducing-parallel-extract)

Tags:Product Release
Reading time: 2 min
FindAll API - Product Release

- [Introducing Parallel FindAll](https://parallel.ai/blog/introducing-findall-api)

Tags:Product Release,Benchmarks
Reading time: 4 min
Product release: Monitor API

- [Introducing Parallel Monitor](https://parallel.ai/blog/monitor-api)

Tags:Product Release
Reading time: 3 min
Parallel raises $100M Series A to build web infrastructure for agents

- [Parallel raises $100M Series A to build web infrastructure for agents](https://parallel.ai/blog/series-a)

Tags:Fundraise
Reading time: 3 min
How Macroscope reduced code review false positives with Parallel

- [How Macroscope reduced code review false positives with Parallel](https://parallel.ai/blog/case-study-macroscope)

Reading time: 2 min
Product release - Parallel Search API

- [Introducing Parallel Search](https://parallel.ai/blog/introducing-parallel-search)

Tags:Benchmarks
Reading time: 7 min
Benchmarks: SealQA: Task API

- [Parallel processors set new price-performance standard on SealQA benchmark](https://parallel.ai/blog/benchmarks-task-api-sealqa)

Tags:Benchmarks
Reading time: 3 min
Introducing LLMTEXT, an open source toolkit for the llms.txt standard

- [Introducing LLMTEXT, an open source toolkit for the llms.txt standard](https://parallel.ai/blog/LLMTEXT-for-llmstxt)

Tags:Product Release
Reading time: 7 min
Starbridge + Parallel

- [How Starbridge powers public sector GTM with state-of-the-art web research](https://parallel.ai/blog/case-study-starbridge)

Tags:Case Study
Reading time: 4 min
Building a market research platform with Parallel Deep Research

- [Building a market research platform with Parallel Deep Research](https://parallel.ai/blog/cookbook-market-research-platform-with-parallel)

Tags:Cookbook
Reading time: 4 min
How Lindy brings state-of-the-art web research to automation flows

- [How Lindy brings state-of-the-art web research to automation flows](https://parallel.ai/blog/case-study-lindy)

Tags:Case Study
Reading time: 3 min
Introducing the Parallel Task MCP Server

- [Introducing the Parallel Task MCP Server](https://parallel.ai/blog/parallel-task-mcp-server)

Tags:Product Release
Reading time: 4 min
Introducing the Core2x Processor for improved compute control on the Task API

- [Introducing the Core2x Processor for improved compute control on the Task API](https://parallel.ai/blog/core2x-processor)

Tags:Product Release
Reading time: 2 min
How Day AI merges private and public data for business intelligence

- [How Day AI merges private and public data for business intelligence](https://parallel.ai/blog/case-study-day-ai)

Tags:Case Study
Reading time: 4 min
Full Basis framework for all Task API Processors

- [Full Basis framework for all Task API Processors](https://parallel.ai/blog/full-basis-framework-for-task-api)

Tags:Product Release
Reading time: 2 min
Building a real-time streaming task manager with Parallel

- [Building a real-time streaming task manager with Parallel](https://parallel.ai/blog/cookbook-sse-task-manager-with-parallel)

Tags:Cookbook
Reading time: 5 min
How Gumloop built a new AI automation framework with web intelligence as a core node

- [How Gumloop built a new AI automation framework with web intelligence as a core node](https://parallel.ai/blog/case-study-gumloop)

Tags:Case Study
Reading time: 3 min
Introducing the TypeScript SDK

- [Introducing the TypeScript SDK](https://parallel.ai/blog/typescript-sdk)

Tags:Product Release
Reading time: 1 min
Building a serverless competitive intelligence platform with MCP + Task API

- [Building a serverless competitive intelligence platform with MCP + Task API](https://parallel.ai/blog/cookbook-competitor-research-with-reddit-mcp)

Tags:Cookbook
Reading time: 6 min
Introducing Parallel Deep Research reports

- [Introducing Parallel Deep Research reports](https://parallel.ai/blog/deep-research-reports)

Tags:Product Release
Reading time: 2 min
BrowseComp / DeepResearch: Task API

- [A new pareto-frontier for Deep Research price-performance](https://parallel.ai/blog/deep-research-benchmarks)

Tags:Benchmarks
Reading time: 4 min
Building a Full-Stack Search Agent with Parallel and Cerebras

- [Building a Full-Stack Search Agent with Parallel and Cerebras](https://parallel.ai/blog/cookbook-search-agent)

Tags:Cookbook
Reading time: 5 min
Webhooks for the Parallel Task API

- [Webhooks for the Parallel Task API](https://parallel.ai/blog/webhooks)

Tags:Product Release
Reading time: 2 min
Introducing Parallel: Web Search Infrastructure for AIs

- [Introducing Parallel: Web Search Infrastructure for AIs ](https://parallel.ai/blog/introducing-parallel)

Tags:Benchmarks,Product Release
Reading time: 6 min
Introducing SSE for Task Runs

- [Introducing SSE for Task Runs](https://parallel.ai/blog/sse-for-tasks)

Tags:Product Release
Reading time: 2 min
A new line of advanced Processors: Ultra2x, Ultra4x, and Ultra8x

- [A new line of advanced Processors: Ultra2x, Ultra4x, and Ultra8x ](https://parallel.ai/blog/new-advanced-processors)

Tags:Product Release
Reading time: 2 min
Introducing Auto Mode for the Parallel Task API

- [Introducing Auto Mode for the Parallel Task API](https://parallel.ai/blog/task-api-auto-mode)

Tags:Product Release
Reading time: 1 min
A linear dithering of a search interface for agents

- [A state-of-the-art search API purpose-built for agents](https://parallel.ai/blog/search-api-benchmark)

Tags:Benchmarks
Reading time: 3 min
Parallel Search MCP Server in Devin

- [Parallel Search MCP Server in Devin](https://parallel.ai/blog/parallel-search-mcp-in-devin)

Tags:Product Release
Reading time: 2 min
Introducing Tool Calling via MCP Servers

- [Introducing Tool Calling via MCP Servers](https://parallel.ai/blog/mcp-tool-calling)

Tags:Product Release
Reading time: 2 min
Introducing the Parallel Search MCP Server

- [Introducing the Parallel Search MCP Server ](https://parallel.ai/blog/search-mcp-server)

Tags:Product Release
Reading time: 2 min
Starting today, Source Policy is available for both the Parallel Task API and Search API - giving you granular control over which sources your AI agents access and how results are prioritized.

- [Introducing Source Policy](https://parallel.ai/blog/source-policy)

Tags:Product Release
Reading time: 1 min
The Parallel Task Group API

- [The Parallel Task Group API](https://parallel.ai/blog/task-group-api)

Tags:Product Release
Reading time: 1 min
State of the Art Deep Research APIs

- [State of the Art Deep Research APIs](https://parallel.ai/blog/deep-research)

Tags:Benchmarks
Reading time: 3 min
Introducing the Parallel Search API

- [Parallel Search API is now available in alpha](https://parallel.ai/blog/parallel-search-api)

Tags:Product Release
Reading time: 2 min
Introducing the Parallel Chat API - a low latency web research API for web based LLM completions. The Parallel Chat API returns completions in text and structured JSON format, and is OpenAI Chat Completions compatible.

- [Introducing the Parallel Chat API ](https://parallel.ai/blog/chat-api)

Tags:Product Release
Reading time: 1 min
Parallel Web Systems introduces Basis with calibrated confidences - a new verification framework for AI web research and search API outputs that sets a new industry standard for transparent and reliable deep research.

- [Introducing Basis with Calibrated Confidences ](https://parallel.ai/blog/introducing-basis-with-calibrated-confidences)

Tags:Product Release
Reading time: 4 min
The Parallel Task API is a state-of-the-art system for automated web research that delivers the highest accuracy at every price point.

- [Introducing the Parallel Task API](https://parallel.ai/blog/parallel-task-api)

Tags:Product Release,Benchmarks
Reading time: 4 min
![Company Logo](https://parallel.ai/parallel-logo-540.png)

Contact

  • hello@parallel.ai[hello@parallel.ai](mailto:hello@parallel.ai)

Products

  • Search API[Search API](https://parallel.ai/products/search)
  • Extract API[Extract API](https://docs.parallel.ai/extract/extract-quickstart)
  • Task API[Task API](https://docs.parallel.ai/task-api/task-quickstart)
  • FindAll API[FindAll API](https://docs.parallel.ai/findall-api/findall-quickstart)
  • Chat API[Chat API](https://docs.parallel.ai/chat-api/chat-quickstart)
  • Monitor API[Monitor API](https://platform.parallel.ai/play/monitor)

Resources

  • About[About](https://parallel.ai/about)
  • Pricing[Pricing](https://parallel.ai/pricing)
  • Docs[Docs](https://docs.parallel.ai)
  • Blog[Blog](https://parallel.ai/blog)
  • Changelog[Changelog](https://docs.parallel.ai/resources/changelog)
  • Careers[Careers](https://jobs.ashbyhq.com/parallel)

Info

  • Terms of Service[Terms of Service](https://parallel.ai/terms-of-service)
  • Customer Terms[Customer Terms](https://parallel.ai/customer-terms)
  • Privacy[Privacy](https://parallel.ai/privacy-policy)
  • Acceptable Use[Acceptable Use](https://parallel.ai/acceptable-use-policy)
  • Trust Center[Trust Center](https://trust.parallel.ai/)
![SOC 2 Compliant](https://parallel.ai/soc2.svg)
LinkedIn[LinkedIn](https://www.linkedin.com/company/parallel-web/about/)Twitter[Twitter](https://x.com/p0)GitHub[GitHub](https://github.com/parallel-web)
All Systems Operational

Parallel Web Systems Inc. 2026