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Parallel WebMCP tools

Install and use the Parallel CLI (parallel-cli) to run open-ended, citation-backed Deep Research via the pro/ultra Task API processors, then retrieve analyst-grade reports with sources and confidence levels.

3 tools1 ways to use

What an agent can do on Parallel

Install and use the Parallel CLI (parallel-cli) to run open-ended, citation-backed Deep Research via the pro/ultra Task API processors, then retrieve analyst-grade reports with sources and confidence levels. This page documents every listed tool: what it does, how to install it, and the input fields an agent should send.

WebMCP tools on Parallel

Search & findBrowser

deep-research

Install and use the Parallel CLI (parallel-cli) to run open-ended, citation-backed Deep Research via the pro/ultra Task API processors, then retrieve analyst-grade reports with sources and confidence levels.

How to install

browse skills add parallel.ai/deep-research-47e6x1

Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

Run with an agent

Use the deep-research tool on parallel.ai with query: <string>. Return the structured result and cite the source page.

Input contract

  • query string The thing to search for.

Open the source definition

Add or updateBrowser

monitor

Use the Parallel CLI to create and manage Monitors that continuously watch the web for new, material changes and notify you via webhook, polling, or Slack.

How to install

browse skills add parallel.ai/monitor-x48ngh

Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

Run with an agent

Use the monitor tool on parallel.ai with input: <string>. Return the structured result and cite the source page.

Input contract

  • input string Use the inputs described in the source listing.

Open the source definition

Search & findBrowser

web-search-mcp

Connect any MCP-aware client to Parallel's free hosted Web Search MCP server (the linked page Streamable HTTP, no API key) for real-time web_search and web_fetch tools.

How to install

browse skills add parallel.ai/web-search-mcp-4bhml2

Install browse first, then run the command in a terminal. WebMCP tools run directly on the website and do not need a package install.

Run with an agent

Use the web-search-mcp tool on parallel.ai with query: <string>, url: <string>. Return the structured result and cite the source page.

Input contract

  • query string The thing to search for.
  • url string The URL or page to inspect.

Open the source definition