Trackly CLI
Gives Claude direct access to a curated job board with 128,000+ positions across 1,900+ companies and 40+ ATS platforms. Exposes ten MCP tools for searching jobs by function, location, and company, plus semantic company search, application status tracking (apply, save, dismiss), and natural language queries through a "trackly_ask" tool. Supports both hosted streamable-http for Claude Desktop and ChatGPT connectors (one-click OAuth setup) and stdio for Cursor and Windsurf via the npm-installed CLI. Reach for this when you want to query job listings, track applications, or research companies directly from your AI coding environment without context-switching to job boards. Includes extras like network briefs and hiring manager contact search for specific roles.
- GitHub stars
- 3
- tools
- 58
- auth
- Secret needed
- transport
- STDIO, HTTP
- last updated
- Nov 12, 2026
Tools
58 toolsPublic tool metadata for what this MCP can expose to an agent.
trackly_search_jobsSearch by roles, regions, states/provinces, internship level, favorites, recency, annual USD salary floor, sponsorship, work arrangement, and pipeline status
Search by roles, regions, states/provinces, internship level, favorites, recency, annual USD salary floor, sponsorship, work arrangement, and pipeline status
No parameter schema in public metadata yet.
trackly_get_jobGet details by Trackly ID, with availability and retry guidance
Get details by Trackly ID, with availability and retry guidance
No parameter schema in public metadata yet.
trackly_search_companiesSemantic company search
Semantic company search
No parameter schema in public metadata yet.
trackly_list_companiesList all tracked companies
List all tracked companies
No parameter schema in public metadata yet.
trackly_get_statsJob tracker metrics and status counts
Job tracker metrics and status counts
No parameter schema in public metadata yet.
trackly_get_preferencesRead bounded discovery preferences, edit availability, and save revision
Read bounded discovery preferences, edit availability, and save revision
No parameter schema in public metadata yet.
trackly_update_experience_limitsAtomically replace role-specific limits on a job's stated minimum years
Atomically replace role-specific limits on a job's stated minimum years
No parameter schema in public metadata yet.
trackly_update_statusMark jobs as applied, saved, or dismissed
Mark jobs as applied, saved, or dismissed
No parameter schema in public metadata yet.
trackly_askNatural language job search (20/day)
Natural language job search (20/day)
No parameter schema in public metadata yet.
trackly_get_job_briefGet a network brief, with availability and retry guidance
Get a network brief, with availability and retry guidance
No parameter schema in public metadata yet.
trackly_contacts_at_companySearch contacts at a specific company
Search contacts at a specific company
No parameter schema in public metadata yet.
trackly_get_company_workspaceFull company workspace (jobs, contacts, hiring managers, campaigns)
Full company workspace (jobs, contacts, hiring managers, campaigns)
No parameter schema in public metadata yet.
trackly_request_companyRequest a company be added to Trackly (rate-limited to 5 pending)
Request a company be added to Trackly (rate-limited to 5 pending)
No parameter schema in public metadata yet.
trackly_get_apply_queueGet user-approved jobs ready for execution
Get user-approved jobs ready for execution
No parameter schema in public metadata yet.
trackly_get_application_profileGet versioned profile answers and provenance
Get versioned profile answers and provenance
No parameter schema in public metadata yet.
trackly_get_profile_onboardingGet schema plus missing questions
Get schema plus missing questions
No parameter schema in public metadata yet.
trackly_update_application_profileSave scoped answers with optimistic concurrency; revoking sensitive storage takes a two-step confirmation
Save scoped answers with optimistic concurrency; revoking sensitive storage takes a two-step confirmation
No parameter schema in public metadata yet.
trackly_start_apply_executionStart a target-counted accessible Apply execution
Start a target-counted accessible Apply execution
No parameter schema in public metadata yet.
trackly_get_active_apply_executionRecover the active execution before legacy batch recovery
Recover the active execution before legacy batch recovery
No parameter schema in public metadata yet.
trackly_get_apply_executionRead the authoritative progress funnel and immutable child waves
Read the authoritative progress funnel and immutable child waves
No parameter schema in public metadata yet.
trackly_list_recoverable_apply_executionsList bounded exact-member recovery candidates after context loss
List bounded exact-member recovery candidates after context loss
No parameter schema in public metadata yet.
trackly_recover_exact_apply_membersRecover only one explicitly confirmed candidate set without substitutes
Recover only one explicitly confirmed candidate set without substitutes
No parameter schema in public metadata yet.
trackly_list_apply_review_handoffsRediscover active, value-free review-handoff receipts for one execution
Rediscover active, value-free review-handoff receipts for one execution
No parameter schema in public metadata yet.
trackly_claim_apply_review_handoffClaim and classify one exact review-handoff group before reconciliation
Claim and classify one exact review-handoff group before reconciliation
No parameter schema in public metadata yet.
trackly_get_apply_execution_snapshotFetch a compact bounded projection for current execution members and required profile keys
Fetch a compact bounded projection for current execution members and required profile keys
No parameter schema in public metadata yet.
trackly_resume_parked_apply_memberExplicitly resume one parked member for a fresh non-mutating access probe
Explicitly resume one parked member for a fresh non-mutating access probe
No parameter schema in public metadata yet.
trackly_approve_apply_execution_resumeApprove one exact resume identity for an unchanged execution snapshot
Approve one exact resume identity for an unchanged execution snapshot
No parameter schema in public metadata yet.
trackly_advance_apply_executionTransactionally create the next eligible immutable wave with frozen accessKnowledge
Transactionally create the next eligible immutable wave with frozen accessKnowledge
No parameter schema in public metadata yet.
trackly_list_apply_access_defermentsList persistent user access deferments
List persistent user access deferments
No parameter schema in public metadata yet.
trackly_defer_apply_accessPersist a job or company deferment from a Trackly jobId
Persist a job or company deferment from a Trackly jobId
No parameter schema in public metadata yet.
trackly_clear_apply_access_defermentClear one discovered user access deferment
Clear one discovered user access deferment
No parameter schema in public metadata yet.
trackly_record_apply_execution_dispositionsRecord typed, value-free access classifications
Record typed, value-free access classifications
No parameter schema in public metadata yet.
trackly_stop_apply_executionStop an execution without changing saved-job state
Stop an execution without changing saved-job state
No parameter schema in public metadata yet.
trackly_create_apply_batchFreeze an exact recent-first approved batch
Freeze an exact recent-first approved batch
No parameter schema in public metadata yet.
trackly_cancel_apply_batchRetire a legacy fixed batch after explicit user confirmation
Retire a legacy fixed batch after explicit user confirmation
No parameter schema in public metadata yet.
trackly_get_active_apply_batchRecover the newest unexpired active batch after context loss
Recover the newest unexpired active batch after context loss
No parameter schema in public metadata yet.
trackly_get_apply_batchRead frozen membership with opaque pagination
Read frozen membership with opaque pagination
No parameter schema in public metadata yet.
trackly_claim_apply_batchAcquire or renew a batch mutation lease
Acquire or renew a batch mutation lease
No parameter schema in public metadata yet.
trackly_checkpoint_apply_batchBulk-record redacted inspection checkpoints and human actions
Bulk-record redacted inspection checkpoints and human actions
No parameter schema in public metadata yet.
trackly_bind_apply_surfaceBind an initial or recovered browser surface to the existing run and exact requisition URL
Bind an initial or recovered browser surface to the existing run and exact requisition URL
No parameter schema in public metadata yet.
trackly_record_apply_surface_evidenceRecord current-epoch inventory, missing-tab, close-receipt, and post-close absence evidence
Record current-epoch inventory, missing-tab, close-receipt, and post-close absence evidence
No parameter schema in public metadata yet.
trackly_record_apply_submission_evidenceRecord redacted submit-request, success-page, user-confirmation, or provider-receipt evidence
Record redacted submit-request, success-page, user-confirmation, or provider-receipt evidence
No parameter schema in public metadata yet.
trackly_approve_apply_batch_resumeApprove one exact default resume for the current frozen run set
Approve one exact default resume for the current frozen run set
No parameter schema in public metadata yet.
trackly_certify_apply_batch_truthCertify final answer and wording fingerprints after every other review-readiness gate
Certify final answer and wording fingerprints after every other review-readiness gate
No parameter schema in public metadata yet.
trackly_start_apply_runStart or reuse a manual-submit browser run
Start or reuse a manual-submit browser run
No parameter schema in public metadata yet.
trackly_get_apply_evidenceGet aggregate, value-free beta evidence and release readiness
Get aggregate, value-free beta evidence and release readiness
No parameter schema in public metadata yet.
trackly_get_apply_protocolGet current workflow and compatibility rules
Get current workflow and compatibility rules
No parameter schema in public metadata yet.
trackly_report_apply_observationSend redacted ATS mechanics feedback
Send redacted ATS mechanics feedback
No parameter schema in public metadata yet.
trackly_lint_application_textLocally lint application writing and return only value-free violations plus a draft hash
Locally lint application writing and return only value-free violations plus a draft hash
No parameter schema in public metadata yet.
trackly_diagnose_local_pathLocally diagnose the exact implicated filesystem path without deleting files
Locally diagnose the exact implicated filesystem path without deleting files
No parameter schema in public metadata yet.
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
Locally validate an exact expected/keep tab set against complete caller-supplied inventories without controlling the browser or sending tab IDs remotely
No parameter schema in public metadata yet.
trackly_validate_apply_resume_uploadLocally validate adapter capability and ordered value-free attachment proof stages
Locally validate adapter capability and ordered value-free attachment proof stages
No parameter schema in public metadata yet.
trackly_report_apply_observationsBulk-send up to 20 leased, batch-bound redacted observations
Bulk-send up to 20 leased, batch-bound redacted observations
No parameter schema in public metadata yet.
trackly_record_application_outcomeRecord review or confirmed submission outcome
Record review or confirmed submission outcome
No parameter schema in public metadata yet.
trackly_record_application_outcomesBulk-record up to 20 leased batch outcomes with per-member conflicts
Bulk-record up to 20 leased batch outcomes with per-member conflicts
No parameter schema in public metadata yet.
trackly_prepare_resumePrepare a private expiring resume file for upload
Prepare a private expiring resume file for upload
No parameter schema in public metadata yet.
trackly_verify_prepared_resumeRecheck the confirmed resume immediately before attachment
Recheck the confirmed resume immediately before attachment
No parameter schema in public metadata yet.
get_more_toolsReport a missing capability so Trackly can improve its MCP surface
Report a missing capability so Trackly can improve its MCP surface
No parameter schema in public metadata yet.
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trackly-cli
The only job tracking CLI built for AI agents.
Search 250K+ jobs across 5,400+ 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 →
Details
- Repository
- github.com/trackly-app/trackly-cli
- Website
- usetrackly.app/cli
- Category
- Search & Web Crawling
- Package
trackly-cli- Transport
- STDIO, HTTP
- Auth
- Required
- Registry
- MCP registry, active
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