Jobctl

Job application tracker for developers. Agents record applications, interviews, statuses, salaries and next actions over a remote MCP server (OAuth); humans review and plan in a dashboard at jobctl.app. Published in the MCP registry as io.github.DmytroRybka/jobctl.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "dmytrorybka-jobctl": {
      "url": "https://app.jobctl.app/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (10)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Jobctl.

add_application

Create an application from structured fields or a raw string ("Bosch, Tech Lead, prio A, due friday") with deterministic parsing and duplicate detection

list_applications

Filter by status, priority, text query and saved views

get_application

Full detail: timeline, contacts, interviews, attachments

update_application

Status, priority, salary, next action and more

add_note

Append a note to the application timeline

log_interview

Schedule or debrief interviews with attendees and links

Documentation Overview

jobctl - job application tracker for developers (MCP)

AI agents keep your job search organized; you review and plan in a clean dashboard.

Agents write over a remote MCP server (streamable HTTP, OAuth 2.1) at https://app.jobctl.app/mcp
Humans read at jobctl.app: pipeline board, analytics, interview timeline, CV/cover attachments
Published in the official MCP Registry as io.github.DmytroRybka/jobctl and listed as a Glama connector (Healthy, tool quality A)

This repo ships the Claude Code plugin/skill, plus a thin stdio bridge (jobctl-mcp) for clients that prefer local stdio servers.

Quick start (Claude Code)

Terminal

claude mcp add --transport http jobctl https://app.jobctl.app/mcp \
  --header "Authorization: Bearer jc_..."          # token: app.jobctl.app/settings

/plugin marketplace add DmytroRybka/jobctl-claude
/plugin install jobctl@jobctl

Then just talk: "I applied to Bosch as Tech Lead, prio A, due friday" - Claude keeps the tracker current while you interview.

Other MCP clients

Remote (recommended) - any client with streamable HTTP support connects to https://app.jobctl.app/mcp. OAuth 2.1 with dynamic client registration is supported; static bearer tokens (jc_...) work everywhere.

Local stdio server - this repo ships server.mjs, a standalone MCP server (stdio) exposing the same 10 tools, backed by the jobctl.app API:

Code

git clone https://github.com/DmytroRybka/jobctl-claude && cd jobctl-claude
npm install
JOBCTL_TOKEN=jc_... node server.mjs

or via Docker:

Terminal

docker build -t jobctl-mcp . && docker run -i --rm -e JOBCTL_TOKEN=jc_... jobctl-mcp

The server starts and lists tools without a token (introspection); every tool call requires JOBCTL_TOKEN (create one at app.jobctl.app/settings).

Tools (10)

Tool	What it does
`add_application`	Create an application from structured fields or a raw string ("Bosch, Tech Lead, prio A, due friday") with deterministic parsing and duplicate detection
`list_applications`	Filter by status, priority, text query and saved views
`get_application`	Full detail: timeline, contacts, interviews, attachments
`update_application`	Status, priority, salary, next action and more
`add_note`	Append a note to the application timeline
`log_interview`	Schedule or debrief interviews with attendees and links
`get_due`	Overdue and upcoming next actions
`get_planned`	Agenda for today / tomorrow / this week
`attach_analysis`	Attach a single replaceable company-analysis markdown (max 100 kB)
`attach_file`	Attach CV or cover letter files (base64)

Privacy and safety

Your data lives in your account only; full JSON export and GDPR account deletion are built in
The API is deterministic - no LLM calls server-side; your agent is the AI layer
Every change is an auditable event with an actor tag (agent / human / system)

License

MIT

Read the full README →View source on GitHub →

Related MCP Servers

View all in Workplace & Productivity View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

Last commit

1mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Directory activity

1 views

Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Jobctl

DmytroRybka/jobctl is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "jobctl": { "url": "https://app.jobctl.app/mcp" } }

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Technical Specs & Signals

CategoryWorkplace & Productivity

52Quality signal: Good · 52/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools27/30

Adoption & activity2/15

Community engagement0/10

A guidance signal from public completeness & health data — not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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More in 🏢 Workplace & Productivity →Best MCP servers for Workplace & Productivity →Alternatives to Jobctl →Install in Claude Desktop Install in Cursor Install in VS Code

Jobctl

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent — or use 1-click editor setup below.

Add to Cursor Add to VS Code

Manual Client & Custom JSON ConfigExpand JSON ▾

Client Config & Setup

Remote HTTP

Choose your client or environment

Target File:~/Library/Application Support/Claude/claude_desktop_config.json

claude_desktop_config.json

{
  "mcpServers": {
    "dmytrorybka-jobctl": {
      "url": "https://app.jobctl.app/mcp"
    }
  }
}

💡 Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Capabilities & Tool Schemas (10)Self-reported

Inspect callable tools, capabilities, and parameters exposed to AI agents by Jobctl.

add_application

Create an application from structured fields or a raw string ("Bosch, Tech Lead, prio A, due friday") with deterministic parsing and duplicate detection

list_applications

Filter by status, priority, text query and saved views

get_application

Full detail: timeline, contacts, interviews, attachments

update_application

Status, priority, salary, next action and more

add_note

Append a note to the application timeline

log_interview

Schedule or debrief interviews with attendees and links

Documentation Overview

jobctl - job application tracker for developers (MCP)

AI agents keep your job search organized; you review and plan in a clean dashboard.

Agents write over a remote MCP server (streamable HTTP, OAuth 2.1) at https://app.jobctl.app/mcp
Humans read at jobctl.app: pipeline board, analytics, interview timeline, CV/cover attachments
Published in the official MCP Registry as io.github.DmytroRybka/jobctl and listed as a Glama connector (Healthy, tool quality A)

This repo ships the Claude Code plugin/skill, plus a thin stdio bridge (jobctl-mcp) for clients that prefer local stdio servers.

Quick start (Claude Code)

Terminal

claude mcp add --transport http jobctl https://app.jobctl.app/mcp \
  --header "Authorization: Bearer jc_..."          # token: app.jobctl.app/settings

/plugin marketplace add DmytroRybka/jobctl-claude
/plugin install jobctl@jobctl

Then just talk: "I applied to Bosch as Tech Lead, prio A, due friday" - Claude keeps the tracker current while you interview.

Other MCP clients

Local stdio server - this repo ships server.mjs, a standalone MCP server (stdio) exposing the same 10 tools, backed by the jobctl.app API:

Code

git clone https://github.com/DmytroRybka/jobctl-claude && cd jobctl-claude
npm install
JOBCTL_TOKEN=jc_... node server.mjs

or via Docker:

Terminal

docker build -t jobctl-mcp . && docker run -i --rm -e JOBCTL_TOKEN=jc_... jobctl-mcp

The server starts and lists tools without a token (introspection); every tool call requires JOBCTL_TOKEN (create one at app.jobctl.app/settings).

Tools (10)

Tool	What it does
`add_application`	Create an application from structured fields or a raw string ("Bosch, Tech Lead, prio A, due friday") with deterministic parsing and duplicate detection
`list_applications`	Filter by status, priority, text query and saved views
`get_application`	Full detail: timeline, contacts, interviews, attachments
`update_application`	Status, priority, salary, next action and more
`add_note`	Append a note to the application timeline
`log_interview`	Schedule or debrief interviews with attendees and links
`get_due`	Overdue and upcoming next actions
`get_planned`	Agenda for today / tomorrow / this week
`attach_analysis`	Attach a single replaceable company-analysis markdown (max 100 kB)
`attach_file`	Attach CV or cover letter files (base64)

Privacy and safety

Your data lives in your account only; full JSON export and GDPR account deletion are built in
The API is deterministic - no LLM calls server-side; your agent is the AI layer
Every change is an auditable event with an actor tag (agent / human / system)

License

MIT

Read the full README →View source on GitHub →

Related MCP Servers

View all in Workplace & Productivity View all alternatives

Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks — not a rating.

Last commit

1mo ago

Most recent push to the default branch.

Tools exposed

Callable tools this server registers over MCP.

Directory activity

1 views

Config copies, upvotes, and views on AllMCPs.

Reviews

No reviews yet — be the first to share how this listing worked for you.

Frequently Asked Questions about Jobctl

DmytroRybka/jobctl is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "jobctl": { "url": "https://app.jobctl.app/mcp" } }

AllMCPs Directory Badge

Full Badge Customizer

Showcase your server listing on GitHub or your project documentation. Embed this dynamic SVG badge to highlight official listing status and live engagement.

Badge Style:

Live Dynamic SVG Preview

Markdown (GitHub README)

[![AllMCPs](https://allmcps.com/api/badge/dmytrorybka-jobctl?style=directory)](https://allmcps.com/mcp/dmytrorybka-jobctl)

HTML Embed

<a href="https://allmcps.com/mcp/dmytrorybka-jobctl"><img src="https://allmcps.com/api/badge/dmytrorybka-jobctl?style=directory" alt="Jobctl on AllMCPs" /></a>

Technical Specs & Signals

CategoryWorkplace & Productivity

52Quality signal: Good · 52/100How this signal is calculated ▾

Server availabilityNot measured

Not scored for repo-hosted servers — we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20

Documentation & tools27/30

Adoption & activity2/15

Community engagement0/10

★ Spotlight Slot

Feature Your MCP Server

Get maximum visibility for your server across our directory, search results, and detail pages.

Spotlight Your Server

Own this project?

Free dofollow backlink: add your website and place the AllMCPs badge on it — no claim needed. We detect it automatically and keep it verified as long as the badge stays live.

Claim & get free dofollow

Share & Embed

Add our SVG badge (dark/light directory styles) or embeddable widget to your site.

Explore more

More in 🏢 Workplace & Productivity →Best MCP servers for Workplace & Productivity →Alternatives to Jobctl →Install in Claude Desktop Install in Cursor Install in VS Code