parallel-cli

Automate web search, extraction, and research workflows via JSON output.

2|Updated Apr 25, 2026

Search Tags:#automation #research #cli #parallel #web-search #enrichment

Ready to run

npx skills add https://github.com/AlexiosBluffMara/mercury --skill parallel-cli-alexiosbluffmara

💬 Prompt for ChatGPT / Claude Chat▼

Please help me install this Agent Skill.
Skill: parallel-cli
Source: https://github.com/AlexiosBluffMara/mercury/tree/main/optional-skills/research/parallel-cli
Command: npx skills add https://github.com/AlexiosBluffMara/mercury --skill parallel-cli-alexiosbluffmara

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve?

parallel-cli provides a vendor-specific command line interface to orchestrate web search, extraction, deep research, and enrichment tasks for Hermes Agents, enabling structured, repeatable workflows without manual scripting.

Core Features & Use Cases

JSON-first results for machine consumption and automation.
Supports search, extract, research, enrich, findall, and monitor operations in a single CLI.
Ideal for async, long-running research tasks and context chaining across interactions.

Quick Start

Run parallel-cli search "latest coding assistants" --json to retrieve structured results.

Frequently Asked Questions about parallel-cli

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

FAQPage Schema

How do I automate structured web search and extraction for agent workflows?▼

Async long-running research workflows are supported by chaining context across interactions using the research and enrich operations, ensuring structured data extraction over extended periods.

Can I run async long-running research workflows and chain context across interactions?▼

Async long-running research workflows are supported by chaining context across interactions using the research and enrich operations, ensuring structured data extraction over extended periods.

Do I need specific authentication or execution flags to use the parallel-cli for web research?▼

The CLI consolidates search, extract, research, enrich, findall, and monitor operations into a single interface, replacing manual scripting with repeatable, vendor-backed web research workflows.

What's the best way to monitor web sources and perform FindAll enrichment tasks?▼

Proper authentication for Parallel services is required, alongside explicit JSON output via the --json flag and non-interactive execution to operate the CLI successfully.