Job Search MCP for Claude and AI Assistants | NeverApply
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Bring your own AI

Your job hunt, in the AI you already talk to.

You already ask your AI about your career. Now it can actually answer: your matches, your applications, who went quiet, how well you fit a role. Connected to NeverApply, it stops guessing and starts knowing.

works withCClaudeCChatGPTGGeminiGGrok+ more
Set up in a minute ·Free to connect·Disconnect any time
Your assistantConnected to NeverApply
which of my applications have gone quiet?
Checked your NeverApply pipeline

Two have gone quiet, both applied and no reply since:

V Vellum · Sourcing Analyst 12 days
B Brightleaf · Procurement Lead 9 days

Meridian is active: panel interview Tuesday 2:00pm.

Ask anything about your hunt
That’s your real pipeline, in your own AI.
Add the address and sign in

Easier than joining the Wi-Fi.

Add the NeverApply address to an assistant that supports OAuth connections. Sign in on NeverApply and approve the requested access. No personal key to copy.

01paste the address
https://neverapply.co/mcp

Copy it straight from your NeverApply settings. The same address works for every assistant.

02sign in
Connected

Review the access on NeverApply before connecting. You can revoke it from settings at any time.

Connected. Now ask it something only your hunt can answer.
Your connectionNeverApply settings
StatusConnected
Connected AIClaudeDisconnect
One click to connect. One click to disconnect, and your AI is locked out on the spot.
Setup guide

Connect your assistant.

Add this remote server, sign in to NeverApply, and review the requested permissions. Availability depends on your assistant and workspace plan. No API key is needed.

Open Customize → Connectors → Add custom connector. On Team or Enterprise, an owner adds it in Organization settings first. Connect and sign in.

Host setup guide

Read

Read your profile, matches, jobs, and application history for free.

  • search_jobs
  • get_matches
  • get_job
  • get_profile
  • list_applications
  • get_application

Edit

Edit your profile, upload a resume, save stated facts, and send feedback for free. Resume tailoring and interview preparation require paid feature access.

  • update_profile
  • upload_resume
  • save_answer
  • tailor_resume
  • prepare_interview
  • send_feedback

Apply

Applying needs apply permission, credits, and explicit approval of each job. A separate send grant is tied to one assistant; otherwise jobs wait for approval. Revoke access in Settings → Connected AI clients.

  • apply_to_job
  • answer_screening_question
  • approve_application

Daily budgets

Default daily budgets per assistant: 50 read calls and 500 search results for free accounts; 2,000 reads and 10,000 results with full access. Search returns up to 20 results per call. New sends are budgeted at 3 or 30 per day. These budgets start in monitoring mode; get_profile and Connected AI clients show the current mode and allowance.

Explore MCP directories

You can connect directly without a directory listing. These links open independent MCP catalogs; they do not indicate a NeverApply listing or endorsement.

For connection problems, include the support reference shown in the error: hello@neverapply.co

What you can ask

Stop asking your AI to guess.

It used to answer your job questions from vibes. Connected, it answers from your actual hunt: your shortlist, your applications, your scores. Ask like you’d ask a friend who happens to know everything.

New matches
CClaudeNeverApply connected
anything new for me?
Three from this morning's shortlist. Tideline, Logistics Coordinator in Rotterdam, is the standout.

Your matches, wherever you are.

The shortlist that lands on your dashboard every morning, one question away in whichever chat you happen to be in.

Pipeline check
CChatGPTNeverApply connected
how's my pipeline looking?
Nine open: five applied, three interviewing, and one offer on the table from Kestrel.

Your whole search, one sentence.

Every application, every stage, summed up without opening a tab. Ask on the train; know before your stop.

Gone quiet
GGrokNeverApply connected
what went quiet?
Vellum, 12 days. Brightleaf, 9. Everything else has moved in the last week.

Nothing slips your mind again.

The applications nobody answered, named with day counts, before the silence costs you a follow-up.

Am I a fit?
GGeminiNeverApply connected
am I a fit for the Tideline role?
71% match. Carrier management and SQL line up; customs compliance is your gap.

Your fit, with a straight number.

Scored by the same engine as your dashboard, so the number never changes between rooms.

Works where you chat

One connection. Every chat window.

The big four, the indie chat apps, the AI editors: Otto’s connection speaks MCP, the open standard they all understand, so the list keeps growing on its own.

ClaudeChatGPTGeminiGrokCopilotPerplexityLe ChatRaycastWarp
LibreChatCherry StudioMstyChatboxJanOpen WebUITypingMindBoltAI5ire
CursorWindsurfZedClineContinueGooseWitsyDeepChatEnconvo

Don’t see yours? If it accepts custom connectors, it works.

Why the answers hold up

Real answers, because real machinery.

Your AI is not improvising. Every answer is read live from the NeverApply features already running your hunt, through a connection you control.

T
TidelineLogistics Coordinator · Rotterdam
GREAT
why this matches Your depot-intake work at Northwind maps to their returns desk.

It reads your morning shortlist.

The same curated matches on your dashboard: scored against your resume, best ones flagged, with the why attached.

Meridian · Operations Lead interview
Vellum · Sourcing Analyst 12 days quiet
Kestrel · Data Analyst offer

It reads your live tracker.

Every application, every stage, every day count. Your tracker is the source, so the summary is never stale.

Fit for the Tideline roleyour resume, their listing
71%
carrier managementinventory opsSQLcustoms compliance

One score, every room.

The fit number comes from the same engine as your dashboard. 71% in your AI is 71% everywhere; no second opinion, no drift.

What your AI seesthe moment you ask
Your curated matches, this morning’s
Your applications, as they stand
Your fit scores, same engine as the dashboard

Fresh facts, never an export.

It looks at your hunt with Otto's own eyes, the second you ask. Not a copy, not a sync from last week: the real thing.

Your connectionactive
Your AIreads and profile edits free
Connected AIClaudeDisconnect

You control access.

Choose the access you grant when you sign in. Reading and profile updates are free; document generation is paid. Applying requires separate permission. Disconnect any time.

FAQ

Fair questions before you connect.

Short version: connect in a minute, real answers, and you can pull the plug any time.

Your own AI, connected to your NeverApply account. Once connected, it answers questions about your job hunt from the real thing: your matches, your applications, your fit scores. No more confident guesses.