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MCP server · Research

Parallel Task MCP server

by parallel-web

Let your AI run deep research and fill in details for a list of companies, then bring back sourced answers.

Flow diagram: you ask your AI “Research this company and cite your sources”, the Parallel Task MCP server connects it to Parallel, and you get back A written brief or a small table.

This is a helper that lets your AI assistant do deeper research for you, and also fill in missing details for a small list of things like companies or products. It is made by Parallel, a company that runs this kind of research on its own computers. It is handy if you often need a short brief with sources, or a table of facts you would otherwise gather by hand.

What is an MCP server? The 30-second version

On its own, your AI can only chat with you using what it already knows. An MCP server is a small helper program that gives your AI a new skill or a connection to an outside service. This one connects your AI to Parallel, a research service that runs jobs on its servers. When you ask for research or a filled-in list, your AI hands the job to Parallel and later brings the answer back into your chat.

What this MCP server does

You ask your AI something like "research this company and cite sources" or "fill in the headquarters and founding year for these three companies." Your AI uses this helper to send that job to Parallel. Parallel works on it in the background, which can take a little while. You can keep doing other things, and when you want, your AI checks whether the job is done. Once it finishes, your AI pulls the result back and shows it to you as a written answer or a small table.

Flow diagram: you ask your AI “Research this company and cite your sources”, the Parallel Task MCP server connects it to Parallel, and you get back A written brief or a small table. Click to zoom

What you can do with it

  • Start a deep research job on a question that needs a sourced, detailed answer
  • Fill in details for a list of companies or items using one shared set of columns
  • Check whether a research or enrichment job is still running
  • Retrieve the finished result as readable text you can copy
  • Ask for sources to be included and for anything unverifiable to be flagged
  • Leave fields blank when the service cannot confirm them

Try asking your AI

  • “Research Parallel Web Systems at https://parallel.ai and write a company brief covering products, target customers, and publicly announced funding. Cite your sources and flag anything you cannot verify.”
  • “Enrich these three companies: Parallel Web Systems (https://parallel.ai), Google (https://google.com), and Apple (https://apple.com). Return one row per company with official name, website, headquarters, founding year, and a one-sentence product description. Include source URLs and leave unverified ”
  • “Check the status of my earlier research job.”
  • “Pull the finished result of that job and summarize it for me.”

What it gives back to you

You get back a written answer or a small table, depending on what you asked for. Research jobs come back as a sourced brief in readable text. Enrichment jobs come back as one row per item, with the columns you asked for. Your AI shows this in the chat, and you can copy it or ask follow-up questions about it.

Before you start

What you need

  • A Parallel account (sign in through your browser when prompted)
  • A Parallel API key if your app does not support browser sign-in (a kind of password for apps; you get one from platform.parallel.ai)
  • Credit on your Parallel account, since research and enrichment jobs are paid
  • An AI app that supports MCP servers, such as Claude Code, Codex, Cursor, or VS Code

Good to know

Research and enrichment jobs cost money on your Parallel account, and anything you send is passed to Parallel to run the job, so avoid sending private or sensitive details.

Install it with your AI

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You don't install anything by hand. You copy one prompt, paste it into an AI that can work on your computer, and it checks, installs and connects the server for you, asking you when it needs something.

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Members get a ready-made prompt that lets the Claude desktop app check Parallel Task MCP server, install it and connect it for them, step by step. You don't need any technical skills: you copy, paste and answer a few questions. Your connected AI can also find and install any of the 4,066 MCP servers here for you.

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Who it's for

People who need quick sourced briefs or small filled-in tables, like analysts, marketers, recruiters, and anyone doing light research at work.