parallel-web

Search the web, conduct deep research, and extract URL content via API.

Updated Mar 15, 2026

Search Tags:#research #web search #information gathering #web scraping #content extraction #parallel ai

Ready to run

npx skills add https://github.com/sagunkayastha/claude_skills_collection --skill parallel-web-sagunkayastha

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: parallel-web
Source: https://github.com/sagunkayastha/claude_skills_collection/tree/main/scientific-communication/parallel-web
Command: npx skills add https://github.com/sagunkayastha/claude_skills_collection --skill parallel-web-sagunkayastha

SYSTEM DOCUMENTATION & REQUIREMENTS

💡 This Skill requires openai, parallel-web, and includes scripts (resource) and references (resource) components.

What problem does it solve?

This Skill provides a unified interface for all web-based information gathering, from quick searches to deep research reports and specific URL content extraction, eliminating the need to juggle multiple tools.

Core Features & Use Cases

Web Search: Get synthesized summaries with citations for any query.
Deep Research: Generate comprehensive intelligence reports on complex topics.
URL Extraction: Extract specific content or full text from any web page or PDF.
Use Case: You need to write a report on the latest AI regulations. Use this Skill to search for news, conduct deep research on policy documents, and extract key details from specific government websites.

Quick Start

Use the parallel-web skill to search the web for the latest advancements in renewable energy.

Frequently Asked Questions about parallel-web

High-intent search queries and answers about installing and using this skill.

FAQPage Schema

How do I conduct deep web research and extract content from specific URLs?▼

Web research and content extraction are handled through API calls that perform multi-source synthesis, generate intelligence reports, and pull specific text from URLs. It requires a Parallel API key to execute these tasks.

Can I extract full text from any web page or PDF for information gathering?▼

Content extraction supports pulling specific content or full text from any web page or PDF. This functionality is part of the unified web information gathering interface provided by the Skill.

Do I need a Parallel API key to use the web search and research features?▼

A Parallel API key is required for operation. The Skill depends on the Parallel API to execute web searches, deep research synthesis, and targeted URL content extraction.

What is the best way to get synthesized web search summaries with citations?▼

The best way to get synthesized summaries with citations is to use the web search feature, which gathers up-to-date information from the internet and returns cited results via API calls.

Does this approach work for generating comprehensive intelligence reports on complex topics?▼

Generating comprehensive intelligence reports on complex topics is supported through the deep research feature. It synthesizes information from multiple sources to eliminate the need for multiple tools.

What are the limitations of using API calls for web scraping and content extraction?▼

Limitations include the dependency on the Parallel API and OpenAI libraries for operation. The Skill is constrained by API rate limits and the accessibility of target web pages or PDFs during extraction.