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RoleRank + Manus: research the companies behind your best-ranked roles in one comparison

RoleRank ranks new openings against your résumé and gives reasons, gaps and a link to the original posting. Manus can take your top roles, research the companies behind them and pull the details into one comparison for you to review.

AgentStructure.AI4 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
Hand Manus your RoleRank top roles and get one comparison of the companies behind them, ready for you to check against the postings.
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • RoleRank compares new openings with your résumé, ranks them by fit and gives reasons, gaps to check and a link to the original posting. It never applies for you.
  • Manus describes itself as an autonomous AI agent that completes tasks in a sandbox, a virtual computer with internet access and a persistent file system, so it can research several companies in one task.
  • Manus accepts custom MCP servers by HTTPS address and credentials, and its Automations can run a task on a schedule, such as a weekly comparison.
  • Nothing here is an official listing, partnership or built-in integration with Manus. The MCP connection described below was not tested.
  • Research results are a starting point. Check every detail on the employer's own posting before you decide or apply.

Who it is for

Who is this pairing for?

  • It is for people who are job hunting and have a short list of promising roles but little time to look into the employers.

  • RoleRank reads your résumé once, then ranks new openings by how well they match your actual experience, with reasons, gaps to check and a…

  • RoleRank says which roles fit and why.

It is for people who are job hunting and have a short list of promising roles but little time to look into the employers. It suits someone comparing a few offers of interest, changing careers, or returning to work and wanting to know more before applying.

RoleRank reads your résumé once, then ranks new openings by how well they match your actual experience, with reasons, gaps to check and a link to the original posting. Manus describes itself as an autonomous AI agent that completes tasks and delivers results. It works in a sandbox, a virtual computer with internet access and a persistent file system.

RoleRank says which roles fit and why. Manus can then look into the companies behind them and gather what it finds in one place.

Use cases

4 ways people use RoleRank + Manus.

  1. Company research

    1. Research the companies behind your top roles

    Give Manus your best-ranked roles and ask it to look into each employer: what the company does, where it operates and what its own pages say about the team hiring.

    Ask it to name the source page for every detail, so you can open it and read it yourself.

  2. One comparison

    2. Pull the details into one comparison

    Ask for a single table with one row per role: company, title, location, the fit reasons and gaps RoleRank listed, and what Manus found about the employer. It is easier to weigh five roles side by side than in five separate tabs.

    Tell Manus to mark anything it could not find as unknown instead of guessing.

  3. Questions to ask

    3. Prepare questions before you apply

    For the roles that stay on your list, ask Manus to draft a few questions to bring to an interview, based on the gaps RoleRank flagged and on what the company says about itself.

    The questions are a draft. You decide which ones are worth asking, and you write and send every application yourself.

  4. Weekly comparison

    4. Get a weekly comparison on a schedule

    Manus Automations can run work at a time you choose. Set one for Monday morning and describe the result: a comparison of the past week's top roles, with the employer details in the same layout each time.

    Run a test before you rely on it, and check the first few comparisons against the postings.

On your phone

What the alerts look like.

Illustrative

Figure 1

An example exchange. The roles, companies and details are made up.

Example alerts. Every name, number and event shown is illustrative.

How to

How do I use RoleRank with Manus?

  1. Step 1

    Sign up at [rolerank.me](https://rolerank.me) and upload your résumé. The remote MCP address is https://rolerank.me/mcp. Listing tools needs no key, but using them does.

  2. Step 2

    Open the Connector tab in your RoleRank account and create a key. Save it somewhere safe.

  3. Step 3

    In Manus, go to Settings, Integrations, Custom MCP Servers, then Add Server. Enter a Server name, the HTTPS Server URL and your key under Authentication. Manus tests the connection and lists the tools.

  4. Step 4

    Optional: in Automations, choose Create, then Schedule. Set the time, describe the weekly comparison you want, and run a Test run first.

  5. Step 5

    Fallback that works today: paste or attach your RoleRank list into a Manus task and ask for a comparison of the companies behind the top roles.

Manus describes these routes in its custom MCP and Automations pages. The connection was not tested, and menus can change, so follow those pages. Check details on the employer's own posting. RoleRank is not listed by Manus or built into it.

Open RoleRank + ManusConnect your AI

FAQ

Frequently asked questions.

Is RoleRank an official Manus integration?

No. There is no partnership, listing or built-in integration. Manus lets you add a custom MCP server by its address, and you add the app's address yourself. The connection was not tested.

What if the MCP connection does not work?

Use the fallback. Paste or attach your RoleRank list into a Manus task and ask for a comparison of the companies behind the top roles.

Will Manus apply to jobs for me?

It should not, and RoleRank does not either. RoleRank ranks roles and links to the original posting. You decide whether to apply and you send everything yourself.

Can I trust the company details Manus finds?

Treat them as a starting point. Web research can be incomplete or out of date, so check the details on the employer's own posting and pages.

What does it cost?

The apps are free during the beta, and RoleRank's free plan includes ranking whenever you ask. Manus has its own plans, so check its plans page.

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