trackly-cli

The only job tracking CLI built for AI agents.

Search 128,000+ jobs across 1,900+ companies and 40+ ATS types. Track applications, get AI-powered recommendations, and manage your job search -- from the terminal or through Claude, ChatGPT, Cursor, and other MCP-compatible AI agents.

Two ways to connect

🚀 Option 1: One-click in Claude co-work, Claude Desktop, ChatGPT (no install)

Use Trackly directly inside your AI — zero config:

1. Open Settings → Connectors → Add custom connector
2. URL: https://mcp.usetrackly.app/api/mcp
3. Click Add → sign in with Google → done

Full setup guide with screenshots →

Works in: Claude co-work (web), Claude Desktop, ChatGPT Connectors, and any MCP client that supports remote/streamable-http connectors.

💻 Option 2: CLI install (for Cursor, Windsurf, or terminal use)

npm install -g trackly-cli    # may need: sudo npm install -g trackly-cli
trackly login
trackly jobs --function product

Prerequisites: Node.js 18+ (LTS recommended). On macOS with the official .pkg installer, global npm installs may require sudo.

At a Glance

1,900+ companies | 128K+ jobs | 40+ ATS types | CLI + MCP | 21 local MCP tools

CLI Commands

trackly jobs                          # List jobs
trackly jobs --remote                 # Filter remote jobs (sets usStates=REMOTE)
trackly jobs --region us              # Filter by region (us, non_us, all, or a region tag: europe, canada, remote, ...)
trackly jobs --job-type internship    # Filter by employment type (full_time, internship, all)
trackly jobs --work-arrangement hybrid,remote  # Filter by work arrangement independently
trackly jobs --function product       # Filter by function
trackly jobs --company 243            # Filter by company ID
trackly job 1234                      # Get job details
trackly jobs 1234                     # Alias for job details
trackly companies                     # List companies
trackly companies search "fintech"    # Semantic company search
trackly search "fintech"              # Alias for semantic company search
trackly stats                         # Show metrics
trackly status                        # Alias for stats
trackly apply 1234                    # Mark as applied
trackly save 1234                     # Save a job
trackly dismiss 1234                  # Dismiss a job
trackly ask "PM jobs in SF"           # Natural language search (20/day)
trackly contacts "Stripe"             # Search contacts at a company
trackly brief 1234                    # Get network brief for a job
trackly referral start 1234           # Start a referral campaign
trackly referral status 1234          # Check referral campaign status
trackly company-brief 243             # Get company brief (--refresh to regenerate)
trackly company-workspace 243         # Full company workspace view
trackly request-company "eBay"        # Request a company be added (--url, --notes optional)
trackly api-key create                # Generate API key
trackly api-key list                  # List API keys
trackly config                        # Show current CLI config
trackly config --api-key trk_xxx      # Save an API key for future commands
trackly version                       # Show installed version
trackly whoami                        # Show current user
trackly logout                        # Clear credentials
trackly agent setup --client both    # Install Trackly Apply for Codex + Claude Code
trackly agent doctor                 # Verify setup, profile, resume, and compatibility

Add --json to any command for JSON output. Use --api-key <key> or --base-url <url> as one-off global flags when needed.

MCP Server Setup

Hosted (Claude co-work, Claude Desktop, ChatGPT)

No install. In your AI tool, open Settings → Connectors → Add custom connector and enter:

https://mcp.usetrackly.app/api/mcp

Sign in with Google when prompted. Full visual guide →

Local (CLI via stdio, for Cursor / Windsurf / Claude Code)

For agent-assisted form filling on macOS, install the public skill and local MCP together:

trackly agent setup --client codex    # or claude / both
trackly agent doctor

The skill uses the profile and default resume in your Trackly account, asks only missing questions, fills user-approved saved jobs, and always stops before Submit. Greenhouse is fully supported; Ashby and Lever are best effort.

Claude Code one-liner

claude mcp add --scope user trackly -- trackly mcp

Or equivalently:

claude mcp add-json --scope user trackly '{"command":"trackly","args":["mcp"]}'

Claude Code manual config

Add to ~/.claude/settings.json:

{
  "mcpServers": {
    "trackly": {
      "command": "trackly",
      "args": ["mcp"]
    }
  }
}

Cursor / Windsurf

Add to .cursor/mcp.json or ~/.cursor/mcp.json (same schema works for Windsurf):

{
  "mcpServers": {
    "trackly": {
      "command": "trackly",
      "args": ["mcp"]
    }
  }
}

Then use natural language in any of these clients:

• "Find me PM jobs at fintech companies"
• "What remote engineering roles are available?"
• "Mark job 1234 as applied"

MCP Tools Reference

Tool	Description
trackly_search_jobs	Search and filter jobs by function, company, region, employment type, work arrangement, and status
trackly_get_job	Get full details for a specific job
trackly_search_companies	Semantic company search
trackly_list_companies	List all tracked companies
trackly_get_stats	Job tracker metrics and status counts
trackly_update_status	Mark jobs as applied, saved, or dismissed
trackly_ask	Natural language job search (20/day)
trackly_get_job_brief	Get network brief for a job (company signal, top contact, actions)
trackly_contacts_at_company	Search contacts at a specific company
trackly_get_company_workspace	Full company workspace (jobs, contacts, hiring managers, campaigns)
trackly_request_company	Request a company be added to Trackly (rate-limited to 5 pending)
trackly_get_apply_queue	Get user-approved jobs ready for execution
trackly_get_application_profile	Get versioned profile answers and provenance
trackly_get_profile_onboarding	Get schema plus missing questions
trackly_update_application_profile	Save scoped answers with optimistic concurrency
trackly_start_apply_run	Start a manual-submit browser run
trackly_get_apply_protocol	Get current workflow and compatibility rules
trackly_report_apply_observation	Send redacted ATS mechanics feedback
trackly_record_application_outcome	Record review or confirmed submission outcome
trackly_prepare_resume	Prepare a private expiring resume file for upload
trackly_verify_prepared_resume	Recheck the confirmed resume immediately before attachment

Authentication

Option 1: Google OAuth (recommended)

trackly login

Opens your browser for Google sign-in. Tokens are stored locally at ~/.trackly/config.json.

Option 2: API Key

If OAuth doesn't work (firewalls, headless servers, CI), use an API key instead:

1. Sign in at usetrackly.app
2. Go to Settings → API Keys → Create
3. Save the key:

trackly config --api-key trk_xxxxxxxxxxxxxxxxxxxx

Or pass it per-command:

trackly --api-key trk_xxxxxxxxxxxxxxxxxxxx jobs --json

Or set it as an environment variable:

export TRACKLY_API_KEY=trk_xxxxxxxxxxxxxxxxxxxx
trackly jobs

Generate a key from the CLI

If you're already logged in via OAuth, you can create a key without visiting the web app:

trackly api-key create --name "my-script"
trackly api-key list

Other config

trackly config --clear-api-key           # Clear stored API key
trackly config --base-url http://127.0.0.1:3000  # Point at a different backend

Comparison

Feature	CLI	Web App	Public API
Job search + filters	Yes	Yes	Yes
Apply/save/dismiss	Yes	Yes	Yes
AI-powered search	Yes (trackly ask)	Yes	Yes
MCP integration	Yes (20 local tools)	--	--
Browser required	No	Yes	No
Best for	Terminal + AI agents	Visual browsing	Custom integrations

Web: usetrackly.app | API docs: usetrackly.app/developers

Frequently Asked Questions

How do I track job applications from the terminal?

Install trackly-cli (npm install -g trackly-cli), authenticate with trackly login or configure an API key, then use trackly jobs to browse openings and trackly apply <id> to mark applications. All data syncs with the Trackly web app at usetrackly.app.

What MCP servers exist for job searching?

trackly-cli includes a built-in MCP server with 21 tools for job search, company lookup, application tracking, profile onboarding, and manual-submit form preparation. Run trackly mcp or use trackly agent setup --client claude.

How do I use Claude Code for job hunting?

Add trackly as an MCP server in Claude Code. Then ask questions naturally: "Find PM jobs at fintech companies in SF", "What companies are hiring for engineering?", or "Mark job 1234 as applied." Claude will use trackly's MCP tools to search and manage your applications.

What are the best CLI tools for job search?

trackly-cli is the first dedicated job tracking CLI. It provides direct terminal access to 128,000+ job postings across 1,900+ companies, with filters for job function, location, and work modality. It also integrates with AI agents via the Model Context Protocol (MCP).

Security

• OAuth tokens stored in ~/.trackly/config.json with 0600 permissions
• API keys can be stored in the same config file or passed per-command
• OAuth callback bound to 127.0.0.1 only
• Authenticated requests require HTTPS unless you are pointing at localhost
• HTTP requests time out instead of hanging indefinitely
• CSRF protection on login flow
• See SECURITY.md for vulnerability reporting

License

MIT -- see LICENSE