generated: '2026-07-20'
method: searched
source: https://docs.parallel.ai/integrations/cli
binary: parallel-cli
install:
- pipx install "parallel-web-tools[cli]"
- uv tool install "parallel-web-tools[cli]"
- pip install "parallel-web-tools[cli]"
- brew install parallel-web/tap/parallel-cli
- npm install -g parallel-web-cli
- curl -fsSL https://parallel.ai/install.sh | bash
auth:
  commands: [login, auth]
  notes: login supports interactive OAuth or device flow; auth checks status. Also reads PARALLEL_API_KEY.
commands:
- name: search
  description: Web search with natural language or keywords.
  flags: [--mode, --max-results, --include-domains, --after-date]
- name: extract
  description: Retrieve clean markdown from URLs.
- name: research
  description: Deep research on open-ended questions.
  flags: [--processor, --timeout]
- name: enrich
  description: Augment CSV/JSON data via web research.
  flags: [--source-type, --source, --target, --intent]
- name: findall
  description: Discover entities using natural language.
  flags: [-g/--generator, -n/--match-limit]
- name: monitor
  description: Track web changes continuously.
  flags: [--frequency, --webhook, --type]
global_flags:
- --json
- -o/--output
- --no-wait
- --dry-run