trackly-cli

The only job tracking CLI built for AI agents.

Search 170,000+ jobs across 3,800+ 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:

Open Settings → Connectors → Add custom connector
URL: https://mcp.usetrackly.app/api/mcp
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 20.20+ or 22.22+ (LTS recommended). On macOS with the official .pkg installer, global npm installs may require sudo.

At a Glance

3,800+ companies | 170K+ jobs | 40+ ATS types | CLI + MCP | 55 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 --sponsorship exclude_no # Visa sponsorship filter (all, exclude_no, only_yes)
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 preferences                   # Show discovery preferences and experience limits
trackly preferences experience product=2 strategy=5  # Replace role-specific limits
trackly preferences experience clear # Turn role-specific experience filtering off
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
trackly agent diagnose-path /path/to/upload.pdf --errno ENOSPC --json  # Diagnose one exact local path

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

trackly preferences --json returns only success, experienceFilterV2Available, and preferences. The availability flag controls whether this client may edit role-specific limits; it does not claim that feed or alert enforcement is active. Every update checks that flag and the latest preference revision before writing.

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

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. “Fill the next N” continues through the original recent-first Check Later snapshot until N unauthenticated forms are durably ready for your manual review; authentication walls and exclusions are reported separately and do not consume the target. An explicit “inspect the next N records” request still uses one fixed immutable batch. Support is fetched from Trackly at the start of every run: Greenhouse is full, Ashby and Lever are best effort, and 27 additional named ATS/provider classes use constrained guided mode. Employer-hosted unknown forms run only when Trackly binds them to a verified company domain. LinkedIn-hosted forms and unverified origins remain manual-only; a separately stored external application URL is evaluated under its own ATS and origin policy.

Guided mode is deliberately fail-closed. The agent stops on credential entry, OTP/email verification, CAPTCHA/human verification, an unexpected employer or origin, a submit-only transition, or any field whose committed state cannot be observed. trackly agent doctor checks the local skill, MCP registration, protocol compatibility, declared browser/computer-use configuration, profile completeness, and default-resume metadata. Live semantic browser capability and the exact resume bytes are verified at the start of a real run.

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, visa sponsorship, 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_get_preferences	Read bounded discovery preferences, edit availability, and save revision
trackly_update_experience_limits	Atomically replace role-specific limits on a job's stated minimum years
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; revoking sensitive storage takes a two-step confirmation
trackly_start_apply_execution	Start a target-counted accessible Apply execution
trackly_get_active_apply_execution	Recover the active execution before legacy batch recovery
trackly_get_apply_execution	Read the authoritative progress funnel and immutable child waves
trackly_list_recoverable_apply_executions	List bounded exact-member recovery candidates after context loss
trackly_recover_exact_apply_members	Recover only one explicitly confirmed candidate set without substitutes
trackly_list_apply_review_handoffs	Rediscover active, value-free review-handoff receipts for one execution
trackly_claim_apply_review_handoff	Claim and classify one exact review-handoff group before reconciliation
trackly_get_apply_execution_snapshot	Fetch a compact bounded projection for current execution members and required profile keys
trackly_resume_parked_apply_member	Explicitly resume one parked member for a fresh non-mutating access probe
trackly_approve_apply_execution_resume	Approve one exact resume identity for an unchanged execution snapshot
trackly_advance_apply_execution	Transactionally create the next eligible immutable wave
trackly_record_apply_execution_dispositions	Record typed, value-free access classifications
trackly_stop_apply_execution	Stop an execution without changing saved-job state
trackly_create_apply_batch	Freeze an exact recent-first approved batch
trackly_cancel_apply_batch	Retire a legacy fixed batch after explicit user confirmation
trackly_get_active_apply_batch	Recover the newest unexpired active batch after context loss
trackly_get_apply_batch	Read frozen membership with opaque pagination
trackly_claim_apply_batch	Acquire or renew a batch mutation lease
trackly_checkpoint_apply_batch	Bulk-record redacted inspection checkpoints and human actions
trackly_bind_apply_surface	Bind an initial or recovered browser surface to the existing run and exact requisition URL
trackly_record_apply_surface_evidence	Record current-epoch inventory, missing-tab, close-receipt, and post-close absence evidence
trackly_record_apply_submission_evidence	Record redacted submit-request, success-page, user-confirmation, or provider-receipt evidence
trackly_approve_apply_batch_resume	Approve one exact default resume for the current frozen run set
trackly_certify_apply_batch_truth	Certify final answer and wording fingerprints after every other review-readiness gate
trackly_start_apply_run	Start or reuse a manual-submit browser run
trackly_get_apply_evidence	Get aggregate, value-free beta evidence and release readiness
trackly_get_apply_protocol	Get current workflow and compatibility rules
trackly_report_apply_observation	Send redacted ATS mechanics feedback
trackly_lint_application_text	Locally lint application writing and return only value-free violations plus a draft hash
trackly_diagnose_local_path	Locally diagnose the exact implicated filesystem path without deleting files
trackly_validate_apply_tab_keep_set	Locally validate an exact expected/keep tab set against complete caller-supplied inventories without controlling the browser or sending tab IDs remotely
trackly_validate_apply_resume_upload	Locally validate adapter capability and ordered value-free attachment proof stages
trackly_report_apply_observations	Bulk-send up to 20 leased, batch-bound redacted observations
trackly_record_application_outcome	Record review or confirmed submission outcome
trackly_record_application_outcomes	Bulk-record up to 20 leased batch outcomes with per-member conflicts
trackly_prepare_resume	Prepare a private expiring resume file for upload
trackly_verify_prepared_resume	Recheck the confirmed resume immediately before attachment
get_more_tools	Report a missing capability so Trackly can improve its MCP surface

Authentication

Option 1: Google OAuth (recommended)

trackly login

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

Trackly is currently opening new memberships through a limited, invite-based rollout. Existing members can keep using OAuth and API keys normally. If a new account is not yet eligible, the CLI returns an invitation-specific message instead of suggesting repeated login attempts; request a future seat at usetrackly.app/early-access.

Option 2: API Key

Existing members can use an API key for firewalls, headless servers, or CI:

Sign in at usetrackly.app
Go to Settings → API Keys → Create
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 (55 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 55 tools: the complete Trackly job-search and application set plus get_more_tools, which lets agents report a missing capability. Run trackly mcp or use trackly agent setup --client claude.

MCP usage analytics are on by default and relay through Trackly so the free service can be debugged and improved. They exclude résumé text, profile answers, demographic or work-authorization answers, and application notes. Turn off future collection with Share usage analytics in Account Settings. Operators may also disable local MCP instrumentation with TRACKLY_MCP_ANALYTICS_DISABLED=1 (or TRACKLY_MCP_ANALYTICS_ENABLED=0); the account setting remains authoritative for authenticated backend capture.

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 170,000+ job postings across 3,800+ 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

Trackly CLI

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