By parallel-web
Integrate Parallel CLI into Claude Code to run web searches with cited summaries, extract verbatim content from webpages/PDFs/JS sites, launch asynchronous deep research tasks for comprehensive reports, bulk-enrich CSV lists of companies/people/products with web-sourced data like funding/CEOs/contacts, and poll task status/results.
npx claudepluginhub parallel-web/parallel-agent-skills --plugin parallelBulk data enrichment. Adds web-sourced fields (CEO names, funding, contact info) to lists of companies, people, or products. Use for enriching CSV files or inline data. Supports multi-turn: pass --previous-interaction-id from a prior research or enrichment to carry context forward.
ONLY use when user explicitly says 'deep research', 'exhaustive', 'comprehensive report', or 'thorough investigation'. Slower and more expensive than parallel-web-search. For normal research/lookup requests, use parallel-web-search instead. Supports multi-turn: pass --previous-interaction-id from a prior research or enrichment to continue with context.
URL content extraction. Use for fetching any URL - webpages, articles, PDFs, JavaScript-heavy sites. Token-efficient: runs in forked context. Prefer over built-in WebFetch.
DEFAULT for all research and web queries. Use for any lookup, research, investigation, or question needing current info. Fast and cost-effective. Only use parallel-deep-research if user explicitly requests 'deep' or 'exhaustive' research.
Get completed research task result by run ID
Set up the Parallel plugin (install CLI)
Check running research task status by run ID
Agent Skills for Parallel — web search, content extraction, deep research, and data enrichment for AI coding agents.
Install the CLI
curl -fsSL https://parallel.ai/install.sh | bash
Get an API key at parallel.ai and set it as an environment variable:
export PARALLEL_API_KEY="your-key"
Or authenticate interactively after installing the CLI:
parallel-cli login
Install the skills into your AI agent (see below).
Use the Vercel Skills CLI to install skills into Cursor, Cline, GitHub Copilot, and 30+ other agents.
# Install all skills globally (available in all projects)
npx skills add parallel-web/parallel-agent-skills --all --global
# Or install to current project only
npx skills add parallel-web/parallel-agent-skills --all
# Install a specific skill
npx skills add parallel-web/parallel-agent-skills --skill parallel-web-search
# Preview available skills
npx skills add parallel-web/parallel-agent-skills --list
Available as a Claude Code Plugin Marketplace.
/plugin marketplace add parallel-web/parallel-agent-skills
/plugin install parallel
# restart Claude Code before continuing!
# this will install the CLI and authenticate if not done already
/parallel:setup
Install skills using the built-in skill installer (run inside Codex):
$skill-installer parallel-web/parallel-agent-skills
Then install the CLI and authenticate:
curl -fsSL https://parallel.ai/install.sh | bash
parallel-cli login
Skills follow the Agent Skills specification and double as Claude Code slash commands.
| Skill | Description |
|---|---|
| parallel-web-search | Web search (default for most research queries) |
| parallel-web-extract | Extract content from URLs, articles, PDFs |
| parallel-deep-research | Comprehensive research and analysis |
| parallel-data-enrichment | Enrich lists of companies, people, products |
| setup | Install CLI and authenticate |
| status | Check running research task status |
| result | Get completed research task result |
/parallel:parallel-web-search latest React 19 features
/parallel:parallel-web-extract https://docs.parallel.ai
/parallel:parallel-deep-research competitive landscape of AI code assistants
/parallel:parallel-data-enrichment Apple, Microsoft, Google - get CEO names
/parallel:setup
Claude Code:
git clone https://github.com/parallel-web/parallel-agent-skills.git
claude --plugin-dir /path/to/parallel-agent-skills
/parallel:setup
Codex:
git clone https://github.com/parallel-web/parallel-agent-skills.git
cd parallel-agent-skills
codex
# Skills are auto-discovered via .agents/skills/
Claude Code plugins are pinned to commit SHAs, and npx skills add pulls the latest from main.
.claude-plugin/plugin.json → version.claude-plugin/marketplace.json → metadata.version.claude-plugin/marketplace.json → plugins[0].versionmainMIT
Tavily web search and content extraction MCP with hooks and skills for optimal tool selection.
Uses power tools
Uses Bash, Write, or Edit tools
Share bugs, ideas, or general feedback.
Multi-agent deep research plugin with parallel web searches and synthesis
Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.
Claude Code skill pack for FireCrawl (30 skills)
Find 5-10 key decision makers per company with verified emails using Parallel, Apollo, and MillionVerifier APIs. Use when asked to enrich leads, find decision makers, or get contacts for companies.
Manus-style persistent markdown files for planning, progress tracking, and knowledge storage. Works with Claude Code, Kiro, Clawd CLI, Gemini CLI, Cursor, Continue, Hermes, and 17+ AI coding assistants. Now with Arabic, German, Spanish, and Chinese (Simplified & Traditional) support.