Open-source · MCP + WebMCP

The memory layer for your career.

jobContext remembers your resumes, pipeline, contacts, posts, interviews, and your whole professional story, then feeds it to any AI assistant. Your career has context. Your AI should too.

Desktop · Cloud · Mobile Works with Claude, Copilot, Cursor + in-browser agents 12 domain tools · 104 actions
claude · jobContext MCP
> Draft a cover letter for the CVS role.
 
claude
↳ calling materials("read_master_resume")
↳ calling applications("status")
↳ calling stories("star_context")
↳ calling documents("generate_cover_letter")
 
Done. I used your master resume, the
CVS assessment (fitment 9/10), and your
platform-migration STAR story. No
re-explaining needed.
Plugs into your AI tools: Claude GitHub Copilot Cursor Windsurf Zed …any MCP client, plus in-browser agents over WebMCP (ChatGPT desktop today; Chrome and Edge as previews land)
Every new AI chat starts from zero.

You paste your resume again. Re-explain the role. Re-tell the same story about that migration project. The AI is brilliant and amnesiac, and your career is scattered across tabs, docs, and DMs.

jobContext is the memory. Import once and your experience, applications, outreach, and interview notes stay in sync, ready for any assistant, any session.

One source of truth

Your whole career, remembered

Not a job-board. A structured memory of everything that makes you hireable, and everything you're doing about it.

Pipeline

Share-sheet intake, AI fitment scoring, truth-gated resume + cover-letter generation, and an apply queue.

Materials

Every resume, cover letter, and PDF versioned and linked to the right application.

Contacts & outreach

Recruiters, referrals, and a follow-up queue so no warm intro goes cold.

LinkedIn posts

A build-in-public pipeline: draft → written → approved → posted, with engagement tracking.

Interviews

Schedule, prep docs, and a debrief log with verbatim quotes and what landed.

Wellbeing

A mood & energy log with trend lines. The part of the search nobody tracks.

Rejections, analyzed

Funnel-by-stage, top companies, and the patterns that turn “no” into your next yes.

12
domain tools
104
actions

Dashboard

Your search at a glance: today's priorities, follow-ups due, pipeline health, and daily readiness.

One capability layer, three surfaces

Runs where you do

The same tools and the same memory, delivered as a native desktop app, a hosted cloud workspace, and a mobile companion, all kept in sync.

Desktop

Your private daily driver

A native app for macOS, Windows, and Linux: no terminal, no account. Embedded AI chat over your own data (bring your own key, or run a local Ollama model with no keys at all), one-click MCP connect for Claude Desktop, VS Code, and Cursor, and local SQLite that never leaves your machine.

Cloud

Your always-on hub

A hosted workspace at jobcontext.ai: remote MCP for Claude.ai, Cursor, and VS Code over OAuth, the dashboard drivable by in-browser agents over WebMCP, the sync hub for your other devices, and always-on evals of your generated documents.

Mobile

Your capture device

An iOS companion in TestFlight beta. Share a job posting from Safari or LinkedIn straight into your pipeline (pages are extracted on-device, so it reads postings that block datacenter IPs), then triage and log check-ins from anywhere. Everything syncs back.

desktop creates knowledge · mobile captures reality · cloud synchronizes

Readiness-aware

Time your search to your body.

Connect your Oura Ring and jobContext pulls your daily readiness, sleep, and HRV straight onto your dashboard. High-readiness mornings become your window for outreach and interviews; recovery days shift to low-stakes admin. Your search adapts to how you actually feel, automatically, on every login.

Works with Oura Ring

Oura and Oura Ring are trademarks of Ōura Health Oy. jobContext is not affiliated with, endorsed by, or sponsored by Ōura; the name is used solely to describe interoperability through the Oura API.

Oura · Readiness Synced today
High readiness
Sleep score88
HRV80ms
Recovery index91
High readiness day. Good window for outreach and interviews.
New · WebMCP

The dashboard is itself an agent surface.

Sign in to the cloud dashboard in a WebMCP-capable browser and every jobContext tool is registered in-page via document.modelContext, an emerging web standard (a W3C community proposal) for giving in-browser agents tools. ChatGPT desktop's built-in browser drives your whole workspace today, with no connector setup, no OAuth dance, and no second tool surface; Chrome's origin trial and Edge's preview pick up the same tools as their support rolls out. The bridge republishes the server's own tool list verbatim, so what a browser agent sees can never drift from what Claude or Cursor sees.

Works in ChatGPT desktop today · Chrome & Edge next

Calls ride your signed-in session and are same-origin only: a CSRF guard ignores the session cookie on cross-site requests, so a hostile page can't ride your login.

chatgpt · browsing app.jobcontext.ai
> What should I do first today?
 
agent (in-page, no connector)
document.modelContext found 12 tools
↳ calling insights("daily_digest")
↳ calling applications("status")
 
Two follow-ups are overdue and your
CVS interview is Thursday. The prep doc
is ready. Start with the recruiter reply.
Built for what matters

Private by design, yours to own

Private & secure

The desktop app keeps everything on your machine; the cloud isolates every tenant's data in its own partition.

You own your data

Plain files and an open schema. Export anytime. No lock-in, ever.

Works everywhere

One capability layer, every client: Claude, Copilot, Cursor, Windsurf, Zed, and in-browser agents over WebMCP.

Extensible

12 domain tools, 104 actions, a clean HTTP API, and a CLI. Bend it to your own workflow.

Up and running in minutes

Import once. Stay in sync.

Connect your way

Add the connector in Claude, Copilot, or Cursor. Prefer zero setup? Just download the desktop app.

Import your career

Drop in your resume and history. jobContext structures it into a queryable memory.

Let your AI remember

Every session now starts with full context: applications, stories, contacts, and all.

Give your AI a memory.

Open-source, self-hosted, and free. Your career has context. Your AI should too.