Search everything...

Stats

Actions

Available In

parallel

Name: parallel
Author: parallel-web

By parallel-web

Run parallel web searches, extract content from any URL, perform deep research, discover entities, enrich data with web-sourced fields, and monitor web pages for changes—all through the Parallel CLI.

npx claudepluginhub parallel-web/parallel-agent-skills --plugin parallel

Popularity

Stars

Top 10%

Med: 0·Avg: 285

Installs

Med: 0·Avg: 1

What's Inside

Agents1

parallel-subagent

/parallel-subagent

Runs parallel-cli commands and returns output. Cannot read files.

Skills9

parallel-cli-setup

/parallel-cli-setup

Set up and maintain the Parallel CLI (install, auth, balance, skills install)

parallel-data-enrichment

/parallel-data-enrichment

Bulk 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 task to carry context forward.

parallel-deep-research

/parallel-deep-research

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.

parallel-findall

/parallel-findall

Discover entities (companies, people, products, etc.) matching a natural-language description. Use when the user asks to 'find all X' or 'list every Y that…' — e.g., 'Find AI startups that raised Series A in 2026', 'List roofing companies in Charlotte NC', 'Show me YC W24 dev tools companies'. Different from web-search (which returns webpages) and deep-research (which returns a narrative report). Use this when the user wants a structured list of entities.

parallel-monitor

/parallel-monitor

Continuously track the web for changes on a recurring cadence. Use when the user asks to 'monitor', 'track changes to', 'watch', or 'alert me when' something on the web changes — e.g., 'Track price changes for iPhone 16', 'Alert me when Tesla files a new 8-K', 'Monitor competitor pricing pages weekly'. Also use to list, inspect, update, or delete existing monitors.

Stats

Version0.5.1

ReleasedJun 12, 2026

LanguageTypeScript

Stars57

Forks2

MaintenanceExcellent

LicenseMIT

Last CommitJun 12, 2026

AddedFeb 16, 2026

Actions

View on GitHub View README Plugin Marketplace JSON Homepage

Own this plugin?

Verify ownership to unlock analytics, metadata editing, and a verified badge. GitHub access is read-only (username + org membership).

Available In

parallel-agent-skills57

Safety Signals

Caution

Uses power tools

Uses Bash, Write, or Edit tools

README

Parallel Agent Skills

Agent Skills for Parallel — web search, content extraction, deep research, and data enrichment for AI coding agents.

Prerequisites

The parallel-cli tool (installed + authenticated, with a non-zero balance) is required to run the skills. The parallel-cli-setup skill walks an agent through install, auth, balance, and skills install end-to-end — install the plugin/skills below, then run /parallel:parallel-cli-setup from your agent.

Installation

Agent Skills

Use parallel-cli to install skills into Cursor, Cline, GitHub Copilot, and other compatible agents.

# Install all Parallel skills
parallel-cli skills install

Claude Code

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/update CLI and authenticate if not done already
/parallel:parallel-cli-setup

OpenAI Codex

Install skills using the built-in skill installer (run inside Codex):

$skill-installer parallel-web/parallel-agent-skills

Then run the setup skill to install/auth the CLI:

/parallel:parallel-cli-setup

CDN and discovery

A human + machine-readable catalog is published at skills.parallel.ai.

Useful endpoints:

skills.parallel.ai — human-friendly catalog and install instructions
skills.parallel.ai/index.json — machine-readable skill index
https://skills.parallel.ai/<skill>/SKILL.md — live raw skill file
https://skills.parallel.ai/<skill>/manifest.json — file manifest + checksums
https://skills.parallel.ai/<skill>/versions.json — release history for that skill
https://skills.parallel.ai/archives/<skill>/<version>.zip — immutable GitHub Release archive via CDN redirect

Skills

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
parallel-findall	Discover entities matching a natural-language description
parallel-monitor	Continuously track the web for changes (with webhooks)
parallel-cli-setup	Install/update CLI, authenticate, and handle balance
status	Check running research task status
result	Get completed research task result

Examples

/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:parallel-findall AI startups that raised Series A in 2026
/parallel:parallel-monitor track price changes for the iPhone 16 Pro
/parallel:parallel-cli-setup

Contributing

See MAINTAINERS.md for maintainer workflows, release process, and dev setup.

Resources

Local Development

Claude Code:

git clone https://github.com/parallel-web/parallel-agent-skills.git
claude --plugin-dir /path/to/parallel-agent-skills
/parallel:parallel-cli-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/

License

MIT

Similar Plugins

nimble

47·1·

Real-time web search and data extraction for AI agents - powered by Nimble. Search, extract, map, and crawl any site on the web with built-in stealth, JS rendering, and retries. Get clean, structured web data from any public webpage with pre-built Web Search Agents, or build your own reusable extraction templates. The definitive web data toolkit for AI-native development.

v0.23.0

Nimbleway

tavily

358·1·

Build AI applications with real-time web data using Tavily's search, extract, crawl, and research APIs.

v1.0.0

tavily-ai

Firecrawl

19·1·

Skills and MCP configuration for integrating Firecrawl scrape, search, and interact into apps and agents.

v0.1.0

firecrawl

brightdata-plugin

201·2·

Web scraping, Google search, structured data extraction, and MCP server integration powered by Bright Data. Includes 21 skills: scrape any webpage as markdown (with bot detection/CAPTCHA bypass), search Google with structured JSON results, extract data from 40+ websites (Amazon, LinkedIn, Instagram, TikTok, YouTube, and more), orchestrate Bright Data's 60+ MCP tools, Bright Data CLI for terminal-based scraping/search/data extraction/zone management, real-time competitive intelligence (competitor snapshots, pricing comparison, review mining, hiring signals, market landscape mapping), built-in best practices for Web Unlocker, SERP API, Web Scraper API, and Browser API, proxy integration code for Datacenter/ISP/Residential/Mobile networks, Python SDK best practices for the brightdata-sdk package, JavaScript/TypeScript SDK best practices for the @brightdata/sdk package, Discover API for intent-ranked semantic web search (trigger/poll, relevance scoring, parsed page content), deep multi-source cited research briefs, RAG and search-engine pipelines built on Discover (live retrieval and vector ingestion), scraper builder for any website, AI-generated Scraper Studio scrapers (`bdata scraper create` / `bdata scraper run`), SEO audits with live web data, social listening and brand reputation monitoring (sentiment and themes across Reddit/X/Instagram/TikTok/YouTube/reviews), shopping price comparison across Amazon/Walmart/eBay/Best Buy/Google Shopping (find the cheapest in-stock offer, region-aware), agent onboarding, design system mirroring, and Browser API session debugging.

v1.8.0

brightdata

parallel

Popularity

What's Inside

Confidence

README

Parallel Agent Skills

Prerequisites

Installation

Agent Skills

Claude Code

OpenAI Codex

CDN and discovery

Skills

Examples

Contributing

Resources

Local Development

License

Similar Plugins

nimble

tavily

Firecrawl

brightdata-plugin

Parallel Agent Skills

Prerequisites

Installation

Agent Skills

Claude Code

OpenAI Codex

CDN and discovery

Skills

Examples

Contributing

Resources

Local Development

License

Popularity

Health & Quality

Similar Plugins

nimble

tavily

Firecrawl

brightdata-plugin

rival-search-mcp-skills

serpapi-pack