CareerGenius

org.careergeniusPublished by careergenius.orgOfficial publisherv1.0.0Updated Oct 26, 2026

Fact-checked resume tailoring, cover letters, interview prep and keyword gaps for a job posting.

VerifiedStreamable HTTPWeb executable

Overview

CareerGenius's hosted MCP server (api.careergenius.org), published by careergenius.org; optional API key; Streamable HTTP; 7 tools.

No AI overview yet: these facts come from the registry entry and the server itself.

Publisher
careergenius.org
Endpoint
api.careergenius.org
Last checked

Installation

In SourceWeft

  1. Open CareerGenius in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/org.careergenius%2Fcareergenius/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "careergenius": {
      "type": "http",
      "url": "https://api.careergenius.org/mcp"
    }
  }
}

Tools

7

careergenius_keyword_gap

Keyword gap

Lists the keywords a job posting asks for (named tools, products, credentials, plus any you supply) and which of them the resume shows or does not show. Deterministic, no AI. Not a score and not a prediction of screening or interview outcomes. Without a key: one of the conversation's 10 free keyword/PDF calls. job_url needs a key.

Parametersresumejob_urlkeywordsresume_texton_behalf_ofrequiredposting_textidempotency_key

careergenius_tailor_resume

Tailor resume wording

Rewords the resume summary and job bullets for one posting. Every rewrite is checked against the resume; rewrites with unsupported claims (added tools, numbers, seniority, results or employers) are removed and listed in held_back by reason code. Every result has "outcome": which lines were reworded, kept or held back, reason codes (such as NO_CHANGES, AI_KEPT_WORDING, ALL_HELD_BACK, MISSING_KEYWORDS_NOT_ADDABLE), the posting keywords the resume does not show (rewording cannot add them), a plain explanation and next steps. Review before use. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key).

Parametersresumerequiredjob_urlon_behalf_ofrequiredposting_textidempotency_key

careergenius_cover_letter

Cover letter

Writes a cover letter (or a short hiring-manager letter) from the resume for one posting. Every sentence is checked against the resume; unsupported sentences are removed and counted by reason. Returns only a letter, never other text. Review before use. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key).

Parameterskindresumejob_urljob_titleresume_textcompany_nameon_behalf_ofrequiredposting_textapplicant_nameidempotency_key

careergenius_render_resume_pdf

Render resume PDF

Lays out a structured resume as a clean, single-column, ATS-readable PDF (real selectable text, embedded fonts, no images, no tables, no clickable links), letter or A4, at most 3 pages. Returns the file as an embedded resource (base64); nothing is stored. No AI: the text is printed exactly as sent. Counts one call of the monthly allowance. Without a key: one of the conversation's 10 free keyword/PDF calls.

Parametersresumerequiredtemplatepage_sizeon_behalf_ofrequired

careergenius_render_resume_docx

Render resume Word file

The same resume layout as an editable Word (.docx) file, for a person who wants to change it before sending. Returns the file as an embedded resource (base64); nothing is stored. No AI. Counts one call of the monthly allowance. Without a key: one of the conversation's 10 free keyword/PDF calls.

Parametersresumerequiredtemplatepage_sizeon_behalf_ofrequired

careergenius_tailor_resume_pdf

Tailor resume to a job, as a PDF (one call)

One call: give a job posting (text or a public link) and the person's resume (plain text, a PDF or DOCX file in base64, or structured JSON). CareerGenius reads the posting, lists the keywords it asks for and which the resume shows, rewords the summary and bullets for this job, keeps ONLY the rewordings that pass its fact check (no added tools, numbers, titles, results or employers), and returns a clean single-column ATS-readable PDF plus a summary of what changed, what was held back and why. "outcome" explains the result in reason codes and plain words, also when nothing changed: lines reworded / kept / held back, posting keywords the resume does not show, and next steps. Counts one call and uses the AI cap. Review before sending. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key). Without a key the whole request is limited to 96 KB.

Parameterslinksresumecontactjob_urltemplatepage_sizeresume_fileresume_texton_behalf_ofrequiredposting_text

careergenius_interview_prep

Interview prep for a job

Likely interview questions for one job posting, each with an answer outline built ONLY from the resume: every point cites the resume line it comes from and passed the CareerGenius fact check (no invented experience; failing points are removed and listed by reason). Resume as plain text, a PDF/DOCX file (base64) or structured JSON. Counts one call and uses the AI cap. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key). Without a key the whole request is limited to 96 KB.

Parameterslinksresumecontactjob_urlresume_fileresume_texton_behalf_ofrequiredposting_textidempotency_key

Version history

1
  1. v1.0.0LatestOct 26, 2026

Score

83% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • LicenseNot applicable

    A hosted service is used under its provider's terms, so no license is expected here. This check is left out of the percentage.