CareerProAI
Tailor your resume to a job posting, check ATS keyword match, and draft cover letters.
Connects to CareerPro's resume and job application service. Muse can score a resume against a job description, list matched and missing keywords, produce a tailored resume and cover letter as text or PDF, and track openings from employer job boards you choose to watch.
Try asking Muse: "Score my resume against this job posting and tell me which keywords I am missing."
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Source: Found in the official MCP Registry (tech.careerpro/careerpro) · First listed November 10, 2026
Last 24 hours
Each bar is one check, every 15 minutes. Green means it answered. Last checked 59 min ago.
Is it safe to connect?
What Muse can see: It does not ask you to sign in, so it cannot see your accounts. It only sees what Muse sends it from your request.
Before it acts: Read what Muse plans to do before you approve it, and remove the app from Muse when you stop using it.
musedirectory.ai is not part of Meta. More about how Muse handles your information
How to add it to Muse
Not in Muse's Connectors list yet, but Muse can still use it. Copy the request below and paste it into Muse. 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.
https://careerpro.tech/mcpNot in Muse's Connectors list yet. Muse can still use it: its page gives you a request to paste into Muse.
Also use it in ChatGPT or Claude
CareerProAI is a remote MCP server, so any assistant that can add a custom connector by link can use it. Same link, same tools.
Add it to ChatGPT
- 1
Open ChatGPT settings
In ChatGPT, open Settings, then Connectors (called Apps & Connectors on some accounts).
- 2
Turn on developer mode
Under Advanced settings, switch on Developer mode. That is what lets you add a connector by link.
- 3
Create the connector
Choose Create, give it a name, paste the link as the MCP server URL, and save. If it needs a sign-in, ChatGPT asks for it here.
- 4
Use it in a chat
Start a chat, open the tools menu, pick the connector, and ask. ChatGPT asks before it runs a tool the first time.
Custom connectors need a paid ChatGPT plan, and on Team, Enterprise and Edu accounts only an admin can add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in ChatGPT
Add it to Claude
- 1
Open Claude settings
In Claude, open Settings, then Connectors.
- 2
Add a custom connector
Choose Add custom connector, give it a name, and paste the link.
- 3
Connect and use it
If it needs a sign-in, Claude sends you to it. Then turn the connector on in a chat from the tools menu and ask.
Custom connectors are available on paid Claude plans; on Team and Enterprise accounts an admin may need to add them. Our "Working" label means the server answered us; it cannot tell whether your plan lets you add it. All connectors that work in Claude
https://careerpro.tech/mcpWhat people ask Muse to do
Technical details: safety screening, tools, response time and recent checks
Response time at the last check: 798ms. Worked in n/a of checks over 30 days.
Screening · November 10, 2026
Screened, no issues found
Screening looks for known threats and hidden instructions at the time of the check, and runs again weekly and whenever the tool list changes. It cannot see the server's code, so only connect what you need and review what Muse asks to do. How screening works.
Tools · 12
careerpro_ats_scoreReturns a 0 to 100 keyword match, the terms you matched and the ones missing. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.careerpro_aboutWhat CareerPro does and what is free Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.careerpro_pricingWhere prices live and what costs nothing Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.careerpro_jobs_listOpenings gathered from the employer boards you watch, ranked by keyword fit, with the screen verdict for each. Key from careerpro.tech/auto-apply. Scope read. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published careerpro_pack_getEverything needed to apply: posting text, screen verdict with evidence, tailored resume text, cover letter, pre-mapped answers from your approved answer bank, unanswered questions, dedupe receipt and the per-ATS mode (submit, fill_only, headed, skip). Builds the pack when it doescareerpro_resume_getTailored resume for one opening as PDF (base64) and text Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.careerpro_letter_getCover letter for one opening as text and PDF (base64) Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Keyed volume pricing is published at https://careerpro.tech/pricing.json"}.careerpro_bank_getReturns base.json rules, visa rules and the profile block the desktop helper writes next to the runners. Only an approved bank is returned; approval happens once on careerpro.tech/auto-apply. Pricing: {"unit": "call", "price_usd": 0, "free_quota": "200 per day per IP", "note": "Kcareerpro_queue_getFIT packs with an approved answer bank, ordered, with the per-ATS mode. The submit step never runs on our servers: your desktop helper or your own agent executes it in your browser, with your logins. LinkedIn Easy Apply, CAPTCHA solving and attestation checkboxes are never automacareerpro_submission_reportLogs the exact answers that were filled and the outcome (applied, dry_run_ready, owner_required, submission_unconfirmed, duplicate_refused, error). 'applied' with submitted=true moves the opening to Applied and sets a follow-up date. Unconfirmed results are never retried automaticareerpro_refreshReads each watched employer board's own public ATS feed (Greenhouse, Lever, Ashby, Workable) and files new matches. An account that watches no boards yet is first given the top 20 registry boards for its target titles (a shared registry of employers' public feeds; LinkedIn, Indeeusage_getUsage for the calling key (last 30 days)Link
https://careerpro.tech/mcpQuestions about CareerProAI in Muse
How do I connect CareerProAI to Muse?
Not in Muse's Connectors list yet, but Muse can still use it. Paste this into Muse: "Use CareerProAI to help me. It is a free service with an MCP server at https://careerpro.tech/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.
Is CareerProAI working right now?
At the last check (November 10, 2026, 00:51 UTC) the endpoint was working, answering in 798ms. It is checked every 15 minutes.
Is CareerProAI safe to connect to Muse?
It was screened on November 10, 2026 with the result "screened, no issues found". Screening checks the domain against threat feeds and reads the tools for hidden instructions and requests for passwords or card numbers. It cannot see the server's code, so grant only the access you need.
What can CareerProAI do in Muse?
It exposes 12 tools, including careerpro_ats_score, careerpro_about, careerpro_pricing, careerpro_jobs_list. For example, you could ask Muse: "Score my resume against this job posting and tell me which keywords I am missing."
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This listing was added from public sources (Found in the official MCP Registry (tech.careerpro/careerpro)). If you build CareerProAI, claim it to correct the details and get your badge.
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