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RoleRank + Claude: tailor your résumé to a high-ranked role before you apply

RoleRank ranks new openings against your résumé and lists the reasons a role fits and the gaps worth checking. Claude can take one of those matches and help you decide what to adjust in your résumé, using only what is true about you.

AgentStructure.AI5 min read

Works with

  • Muse.ai
  • Instinct
  • Grok
  • Claude
  • ChatGPT
  • Any MCP-capable assistant
Connect RoleRank to Claude as a custom connector, ask for your top-ranked role, then have Claude suggest honest edits to your résumé before you apply.
Example alert. Names and numbers are illustrative.

Key takeaways

The short version.

  • RoleRank ranks new openings against your résumé, with reasons for the fit, "Worth checking" notes on gaps and a link to the original posting.
  • Claude can add RoleRank as a custom connector using its remote MCP address, and its connector settings accept a fixed key as a request header.
  • Claude suggests the edits. You decide what to change, and every change should describe experience you really have.
  • Nothing here is a listing or built-in integration with Claude. You add the address yourself.
  • Neither tool promises an interview or a job. RoleRank never applies for you.

Who it is for

Who is this pairing for?

  • It is for people who are applying for roles and want each application to speak to the posting: job seekers changing careers, people…

  • RoleRank scores new openings against a PDF, Word or text résumé and shows the strongest matches first.

  • One finds the roles worth your time.

It is for people who are applying for roles and want each application to speak to the posting: job seekers changing careers, people returning to work, recent graduates and anyone who keeps one résumé for every opening.

RoleRank scores new openings against a PDF, Word or text résumé and shows the strongest matches first. Each match comes with reasons it fits, notes on possible gaps and a link to the original posting. Claude is Anthropic's AI assistant, and it is good at reading a posting and a résumé together and suggesting clearer wording.

One finds the roles worth your time. The other helps you present your real experience for them.

Use cases

5 ways people use RoleRank + Claude.

  1. Fit check

    1. Compare a top match with your résumé

    Ask Claude, through the connector, for your highest-ranked role. RoleRank returns the match with its reasons and its gap notes. Then ask Claude to compare the posting with your résumé and list what lines up, what is only implied and what is missing.

    Starting from RoleRank's reasons keeps the comparison grounded. Claude is working from a ranked match and its original link, not guessing at what the employer wants.

  2. Clearer wording

    2. Reword the experience you already have

    Often the match is real but the résumé uses different words from the posting. Ask Claude to suggest wording that reflects the posting's terms for work you have actually done, and to show each suggestion next to the original line.

    Tell Claude not to add skills, titles, dates or results that are not already in your résumé or in what you tell it. If a suggestion goes beyond what you did, leave it out.

  3. Worth checking

    3. Decide what to do about a gap

    RoleRank's "Worth checking" notes point at things the posting asks for that your résumé may not show. Ask Claude to sort each one: something you have done but not written down, something you could learn, or something you simply do not have.

    For the first kind, add the detail from your own history. For the others, it is fine to apply without it or to pass on the role. Never invent experience to fill a gap.

  4. Cover note

    4. Write a short cover note from the same facts

    Give Claude the posting, your résumé and RoleRank's reasons, and ask for a short cover note of a few sentences. Ask it to use only facts from your résumé and to name the role plainly.

    Read it aloud and change anything that does not sound like you. The note is a starting point, and the application is yours.

  5. Two roles

    5. Compare two roles before you spend the time

    If two matches rank close together, ask Claude to compare them side by side: what each asks for, how your résumé meets it and which edits each would need. Use the original posting links to check the details.

    The comparison helps you choose where to put your effort. It does not predict which application will be answered.

On your phone

What the alerts look like.

Illustrative

Figure 1

An example exchange. The role and details are made up.

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

How to

How do I connect RoleRank to Claude?

  1. Step 1

    Sign up at [rolerank.me](https://rolerank.me), upload your résumé, and create your key in the Connector tab. The remote MCP address is https://rolerank.me/mcp.

  2. Step 2

    In Claude, go to Customize, then Connectors, and choose to add a custom connector. Enter a name and that address, then review the authentication settings Claude detects. For a fixed key, the settings let you add a request header, as the site and its developer docs describe.

  3. Step 3

    On a Team or Enterprise plan an organization owner adds the connector first, then each member connects.

  4. Step 4

    Start a chat and ask for your top-ranked roles. Review the tool requests Claude shows before you approve them, then ask it to compare a match with your résumé. You can also attach your résumé to the chat as a PDF or Word file.

Custom connectors are described in Anthropic's help center, and file uploads in its upload guide. Plans and menus can change, so follow those pages. RoleRank is not listed in Claude's directory or built into Claude.

Open RoleRank + ClaudeConnect your AI

FAQ

Frequently asked questions.

Is RoleRank an official Claude integration?

No. There is no partnership or built-in integration. Claude supports custom connectors through remote MCP, and you add the app's address yourself. The app is an AgentStructure.AI app.

Will a better résumé get me the job?

Nobody can promise that. Clearer wording can help a reader see the experience you have, but hiring decisions are the employer's. RoleRank never applies for you.

Should Claude add skills I do not have?

No. Ask Claude to use only what is true about you, and remove anything it adds that you did not do. Inventing experience can cost you the role later.

How often does RoleRank look for new roles?

New openings are checked once a day and whenever you ask for your list. It is not a live feed. Alerts sent to you by text are not open yet, so for now you ask through the site or your assistant.

What does it cost?

Ranking jobs against your résumé whenever you ask is free, and the apps are free during the beta. A Premium plan with new matches sent to you is not open yet, so check the site for the current status.

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