# CareerGenius Muse connector

From musedirectory.ai, the independent directory of Meta Muse connectors. Not affiliated with Meta.

## CareerGenius

Tailor your resume and cover letter to job postings, with interview prep built from your actual experience.

- Record: https://musedirectory.ai/connector/careergenius
- Category: Productivity
- Developer: careergenius.org (https://careergenius.org/agents)
- Muse status: Extra setup. Not in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
- Health: Working, 585ms, checked 2026-10-30T00:06:27Z
- Endpoint: https://api.careergenius.org/mcp
- Auth: No account needed; Pricing: unknown
- Screening: Screened, no issues found (2026-10-30T00:06:27Z)
- Source: Found in the official MCP Registry (org.careergenius/careergenius) https://registry.modelcontextprotocol.io/v0/servers?search=org.careergenius%2Fcareergenius

Matches your resume against job postings to find keyword gaps, rewrites your summary and bullets to highlight relevant skills, generates cover letters, and prepares interview questions with answers grounded in your background. All rewrites are fact-checked against your resume.

Example request: "Show me which skills from this job posting I'm missing on my resume and rewrite my experience bullets to match it better."

How to connect: Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use CareerGenius to help me. It is a free service with an MCP server at https://api.careergenius.org/mcp. It does not need an API key. Ask me before you share anything with it." Muse asks before it shares anything with the app's site. Meta does not review apps used this way, so only use ones you trust. We tested this in the Muse app on September 24, 2026: Muse used an app's link directly this way and returned a live answer.

Tools:
- careergenius_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 conversati
- careergenius_tailor_resume: 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 
- careergenius_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 c
- careergenius_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 print
- careergenius_render_resume_docx: 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 key
- careergenius_tailor_resume_pdf: 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, ke
- careergenius_interview_prep: 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 plai

Screening checks:
- MCP handshake: pass (Answered in 585ms)
- Domain against threat feeds (Cloudflare security DNS): pass (api.careergenius.org, careergenius.org not flagged)
- Published packages against the OSV malicious-package database: n/a (No npm or PyPI package published)
- Hidden instructions or invisible characters in tool text: warn (careergenius_keyword_gap: Tool text tells the model to take extra steps)
- Inputs asking for passwords, card numbers or seed phrases: pass (None found)
- Domain and redirects: pass (Domain registered 1386 days ago)
- AI review of purpose and tool behavior: pass (No concerns)