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MCP server · Developer Tools

Trackly CLI

Job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.

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About Trackly CLI

Trackly CLI is an MCP server published by trackly-app in the Developer Tools category: job tracking CLI + MCP server for AI agents. 99K+ jobs, 775+ companies.

The repository has 3 stars and 0 forks, with the last commit 2 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

Claude Code
claude mcp add trackly-cli -- npx -y trackly-cli
npx
npx -y trackly-cli

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (57)

trackly_advance_apply_executionTransactionally create the next eligible immutable wave with frozen accessKnowledge

Parameters not published.

trackly_approve_apply_batch_resumeApprove one exact default resume for the current frozen run set

Parameters not published.

trackly_approve_apply_execution_resumeApprove one exact resume identity for an unchanged execution snapshot

Parameters not published.

trackly_askNatural language job search (20/day)

Parameters not published.

trackly_bind_apply_surfaceBind an initial or recovered browser surface to the existing run and exact requisition URL

Parameters not published.

trackly_cancel_apply_batchRetire a legacy fixed batch after explicit user confirmation

Parameters not published.

trackly_certify_apply_batch_truthCertify final answer and wording fingerprints after every other review-readiness gate

Parameters not published.

trackly_checkpoint_apply_batchBulk-record redacted inspection checkpoints and human actions

Parameters not published.

trackly_claim_apply_batchAcquire or renew a batch mutation lease

Parameters not published.

trackly_claim_apply_review_handoffClaim and classify one exact review-handoff group before reconciliation

Parameters not published.

Show all 57 tools
trackly_clear_apply_access_defermentClear one discovered user access deferment

Parameters not published.

trackly_contacts_at_companySearch contacts at a specific company

Parameters not published.

trackly_create_apply_batchFreeze an exact recent-first approved batch

Parameters not published.

trackly_defer_apply_accessPersist a job or company deferment from a Trackly jobId

Parameters not published.

trackly_diagnose_local_pathLocally diagnose the exact implicated filesystem path without deleting files

Parameters not published.

trackly_get_active_apply_batchRecover the newest unexpired active batch after context loss

Parameters not published.

trackly_get_active_apply_executionRecover the active execution before legacy batch recovery

Parameters not published.

trackly_get_application_profileGet versioned profile answers and provenance

Parameters not published.

trackly_get_apply_batchRead frozen membership with opaque pagination

Parameters not published.

trackly_get_apply_evidenceGet aggregate, value-free beta evidence and release readiness

Parameters not published.

trackly_get_apply_executionRead the authoritative progress funnel and immutable child waves

Parameters not published.

trackly_get_apply_execution_snapshotFetch a compact bounded projection for current execution members and required profile keys

Parameters not published.

trackly_get_apply_protocolGet current workflow and compatibility rules

Parameters not published.

trackly_get_apply_queueGet user-approved jobs ready for execution

Parameters not published.

trackly_get_company_workspaceFull company workspace (jobs, contacts, hiring managers, campaigns)

Parameters not published.

trackly_get_jobGet details by Trackly ID, with availability and retry guidance

Parameters not published.

trackly_get_job_briefGet a network brief, with availability and retry guidance

Parameters not published.

trackly_get_preferencesRead bounded discovery preferences, edit availability, and save revision

Parameters not published.

trackly_get_profile_onboardingGet schema plus missing questions

Parameters not published.

trackly_get_statsJob tracker metrics and status counts

Parameters not published.

trackly_lint_application_textLocally lint application writing and return only value-free violations plus a draft hash

Parameters not published.

trackly_list_apply_access_defermentsList persistent user access deferments

Parameters not published.

trackly_list_apply_review_handoffsRediscover active, value-free review-handoff receipts for one execution

Parameters not published.

trackly_list_companiesList all tracked companies

Parameters not published.

trackly_list_recoverable_apply_executionsList bounded exact-member recovery candidates after context loss

Parameters not published.

trackly_prepare_resumePrepare a private expiring resume file for upload

Parameters not published.

trackly_record_application_outcomeRecord review or confirmed submission outcome

Parameters not published.

trackly_record_application_outcomesBulk-record up to 20 leased batch outcomes with per-member conflicts

Parameters not published.

trackly_record_apply_execution_dispositionsRecord typed, value-free access classifications

Parameters not published.

trackly_record_apply_submission_evidenceRecord redacted submit-request, success-page, user-confirmation, or provider-receipt evidence

Parameters not published.

trackly_record_apply_surface_evidenceRecord current-epoch inventory, missing-tab, close-receipt, and post-close absence evidence

Parameters not published.

trackly_recover_exact_apply_membersRecover only one explicitly confirmed candidate set without substitutes

Parameters not published.

trackly_report_apply_observationSend redacted ATS mechanics feedback

Parameters not published.

trackly_report_apply_observationsBulk-send up to 20 leased, batch-bound redacted observations

Parameters not published.

trackly_request_companyRequest a company be added to Trackly (rate-limited to 5 pending)

Parameters not published.

trackly_resume_parked_apply_memberExplicitly resume one parked member for a fresh non-mutating access probe

Parameters not published.

trackly_search_companiesSemantic company search

Parameters not published.

trackly_search_jobsSearch by roles, regions, states/provinces, internship level, favorites, recency, annual USD salary floor, sponsorship, work arrangement, and pipeline status

Parameters not published.

trackly_start_apply_executionStart a target-counted accessible Apply execution

Parameters not published.

trackly_start_apply_runStart or reuse a manual-submit browser run

Parameters not published.

trackly_stop_apply_executionStop an execution without changing saved-job state

Parameters not published.

trackly_update_application_profileSave scoped answers with optimistic concurrency; revoking sensitive storage takes a two-step confirmation

Parameters not published.

trackly_update_experience_limitsAtomically replace role-specific limits on a job's stated minimum years

Parameters not published.

trackly_update_statusMark jobs as applied, saved, or dismissed

Parameters not published.

trackly_validate_apply_resume_uploadLocally validate adapter capability and ordered value-free attachment proof stages

Parameters not published.

trackly_validate_apply_tab_keep_setLocally validate an exact expected/keep tab set against complete caller-supplied inventories without controlling the browser or sending tab IDs remotely

Parameters not published.

trackly_verify_prepared_resumeRecheck the confirmed resume immediately before attachment

Parameters not published.

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README

npm MCP Server

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 | 10 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 --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 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

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)

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, location, modality, 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)

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 (10 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 10 tools for job search, company lookup, and application tracking. Run trackly mcp or add it to Claude Code with claude mcp add --scope user trackly -- trackly mcp. It connects to a live database of 128,000+ jobs across 1,900+ companies.

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

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About Trackly CLI

How do I install Trackly CLI?

Run claude mcp add trackly-cli -- npx -y trackly-cli, then add the server to your MCP client's configuration.

Is Trackly CLI safe to use with an AI agent?

Its trust score is 37 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is Trackly CLI still maintained?

Yes — the last commit was 2 days ago. The repository has 3 stars and 0 forks.