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AI Applyd

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mcp.aiapplyd.com

ATS resume scoring, job analysis, interview prep, and auto-apply that verifies each submission.

https://mcp.aiapplyd.com/mcpWebsiteOAuthMCP 2025-11-25v1.9.0last checked 18 Oct 2026spoke MCP on 100% of 88 checks (30 days)initialize in 1366 ms

Will my client connect?

Decided from what the probe found at the endpoint, and from what each client's own documentation says it can complete. Every row carries the day that documentation was read.

✓Claude CodeConnects

The authorization server advertises RFC 7591 registration, so Claude Code can register itself and sign you in through the browser.

claude mcp add --transport http ai-applyd https://mcp.aiapplyd.com/mcp

Claude Code docs · read on 2026-08-30

✓Claude (claude.ai & Desktop)Connects

The authorization server advertises RFC 7591 registration, so Claude (claude.ai & Desktop) can register itself and sign you in through the browser.

Settings → Connectors → Add custom connector, then paste https://mcp.aiapplyd.com/mcp.

Claude (claude.ai & Desktop) docs · read on 2026-08-30

✓ChatGPTConnects

The authorization server advertises RFC 7591 registration, so ChatGPT can register itself and sign you in through the browser.

Settings → Apps → Advanced settings → Developer mode, then create a connector pointing at https://mcp.aiapplyd.com/mcp.

ChatGPT docs · read on 2026-08-30

✓CursorConnects

The authorization server advertises RFC 7591 registration, so Cursor can register itself and sign you in through the browser.

{
  "mcpServers": {
    "ai-applyd": {
      "url": "https://mcp.aiapplyd.com/mcp"
    }
  }
}

Cursor docs · read on 2026-08-30

✓VS Code (Copilot)Connects

The authorization server advertises RFC 7591 registration, so VS Code (Copilot) can register itself and sign you in through the browser.

{
  "servers": {
    "ai-applyd": {
      "type": "http",
      "url": "https://mcp.aiapplyd.com/mcp"
    }
  }
}

VS Code (Copilot) docs · read on 2026-08-30

How to authenticate

Checked against the endpoint by our probe on 18 Oct 2026. These are the capabilities the server advertises, not a prediction about any particular client.

Scheme
OAuth
Issuer
https://mcp.aiapplyd.com
Dynamic client registration
✓Advertised (RFC 7591)
Client ID Metadata Document
✓Supported

A client identifies itself by a URL to its own metadata, so no registration step is required.

PKCE
✓S256
Grant types
authorization_code, refresh_token
Scopes
openid, email, profile, offline_access
Protected-resource metadata
✓Published (RFC 9728)
Anonymous access
Handshake succeeds; 23 tools listable
Credentials demanded in prose
✕aiapplyd_get_account, aiapplyd_score_resume, aiapplyd_analyze_job_description, aiapplyd_optimize_resume, aiapplyd_generate_interview_questions, aiapplyd_build_pdf

These tools are listed anonymously and their own descriptions ask for an account or key, but no challenge is issued — so a client has nothing to act on and the refusal arrives as a tool error.

What the probe found

warningTools needing credentials are listed without a challenge

6 of the 23 tools listed anonymously say in their own descriptions that they need an account or a key (aiapplyd_get_account, aiapplyd_score_resume, aiapplyd_analyze_job_description, aiapplyd_optimize_resume, aiapplyd_generate_interview_questions, aiapplyd_build_pdf), but the endpoint issued no WWW-Authenticate challenge. The requirement is stated only in prose, so a call reaches the tool and comes back as a tool error instead of an authorization step.

23 tools usable without signing in

The server exposes a public surface before authorization: aiapplyd_get_matches, aiapplyd_apply, aiapplyd_get_applications, aiapplyd_review_application, aiapplyd_get_account, aiapplyd_set_resume, aiapplyd_triage_matches, aiapplyd_get_inbox, aiapplyd_reply_to_email, aiapplyd_score_resume, aiapplyd_analyze_job_description, aiapplyd_optimize_resume, aiapplyd_generate_interview_questions, aiapplyd_translate_resume, aiapplyd_search_jobs, aiapplyd_update_job_preferences, aiapplyd_generate_cover_letter, aiapplyd_auto_apply, aiapplyd_build_pdf, aiapplyd_update_auto_apply, aiapplyd_update_application_profile, aiapplyd_manage_follow_ups, aiapplyd_manage_saved_searches.

Tools

aiapplyd_analyze_job_descriptionaiapplyd_applyaiapplyd_auto_applyaiapplyd_build_pdfaiapplyd_generate_cover_letteraiapplyd_generate_interview_questionsaiapplyd_get_accountaiapplyd_get_applicationsaiapplyd_get_inboxaiapplyd_get_matchesaiapplyd_manage_follow_upsaiapplyd_manage_saved_searchesaiapplyd_optimize_resumeaiapplyd_reply_to_emailaiapplyd_review_applicationaiapplyd_score_resumeaiapplyd_search_jobsaiapplyd_set_resumeaiapplyd_translate_resumeaiapplyd_triage_matchesaiapplyd_update_application_profileaiapplyd_update_auto_applyaiapplyd_update_job_preferences

Contract history

15 Oct 2026v1.9.01 breakinginstructions rewritten

Breaking: aiapplyd_triage_matches

Instructions rewritten: aiapplyd_triage_matches. The description an agent follows changed; the callable contract may not have.

15 Oct 2026v1.9.03 breaking11 compatible2 cosmeticinstructions rewritten

Breaking: aiapplyd_build_pdf, aiapplyd_set_resume, aiapplyd_translate_resume

Instructions rewritten: aiapplyd_analyze_job_description, aiapplyd_build_pdf, aiapplyd_generate_cover_letter, aiapplyd_get_account, aiapplyd_optimize_resume, aiapplyd_review_application, aiapplyd_score_resume, aiapplyd_set_resume, aiapplyd_translate_resume. The description an agent follows changed; the callable contract may not have.

13 Oct 2026v1.8.51 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_auto_apply. The description an agent follows changed; the callable contract may not have.

11 Oct 2026v1.8.5no contract changes
10 Oct 2026v1.8.43 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_analyze_job_description, aiapplyd_generate_cover_letter, aiapplyd_translate_resume. The description an agent follows changed; the callable contract may not have.

8 Oct 2026v1.8.41 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_build_pdf. The description an agent follows changed; the callable contract may not have.

6 Oct 2026v1.8.21 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_auto_apply. The description an agent follows changed; the callable contract may not have.

6 Oct 2026v1.8.21 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_auto_apply. The description an agent follows changed; the callable contract may not have.

5 Oct 2026v1.8.25 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_auto_apply, aiapplyd_generate_cover_letter, aiapplyd_get_account, aiapplyd_review_application, aiapplyd_triage_matches. The description an agent follows changed; the callable contract may not have.

5 Oct 2026v1.8.21 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_auto_apply. The description an agent follows changed; the callable contract may not have.

2 Oct 2026v1.8.22 cosmeticinstructions rewritten

Instructions rewritten: aiapplyd_generate_cover_letter, aiapplyd_get_matches. The description an agent follows changed; the callable contract may not have.

30 Sep 2026v1.8.21 compatible
28 Sep 2026v1.8.2no contract changes
25 Sep 2026v1.8.03 breaking21 compatible3 cosmeticinstructions rewritten

Breaking: https://aiapplyd.com/resources/ats-best-practices, https://aiapplyd.com/resources/interview-frameworks, https://aiapplyd.com/resources/resume-section-order

Instructions rewritten: aiapplyd_analyze_job_description, aiapplyd_auto_apply, aiapplyd_build_pdf, aiapplyd_generate_cover_letter, aiapplyd_generate_interview_questions, aiapplyd_optimize_resume, aiapplyd_score_resume, aiapplyd_search_jobs, aiapplyd_translate_resume, aiapplyd_update_job_preferences. The description an agent follows changed; the callable contract may not have.

23 Sep 2026v1.6.0no contract changes
2 Sep 2026v1.3.0first recorded contract

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