TrackCV

TrackCV MCP

Use TrackCV inside Claude — and any AI agent.

TrackCV is available as an MCP connector: paste a job description and your résumé into your AI assistant and get structured requirements, résumé blocks, and a match score with concrete rewrite tips — right in the chat.

Sign in with a free Keelara account during the connect step — one login across the whole Keelara toolkit.

Connect in Claude (2 minutes)

  1. 1

    Open Claude's connector settings

    In Claude (web or desktop): Settings → Connectors → Add custom connector. Available on Claude paid plans.

  2. 2

    Paste the Keelara MCP server URL

    Name it anything (e.g. "TrackCV"). Leave the OAuth Client ID/Secret fields empty — registration is automatic.

    https://mcp.keelara.com
  3. 3

    Click Connect and sign in with a Keelara account

    A Keelara login window opens. Sign in — or create a free account with email or Google — and approve access. One Keelara login works across TrackCV, CrushMyInterview, and Papersnap tools.

  4. 4

    Recommended: set the tools to "Always allow"

    In the connector's tool permissions, choose Always allow. Then try it: "Use TrackCV to score my résumé against this job and tell me what to fix."

What your assistant can do

trackcv_analyze_job

Parse a job posting into structured requirements — must-haves, nice-to-haves, key phrases, experience, seniority, and industry.

trackcv_extract_resume_blocks

Turn a résumé into structured blocks (header, experience, education, skills) with per-block confidence — a consistent schema, not an ad-hoc read.

trackcv_match_resume

Score how well a résumé matches a job and get per-block recommendations (include / cut / rewrite) — an overall match score plus specific gap analysis.

And because your assistant reasons over the results, whole workflows come free: "tailor my résumé to this job", "which requirements am I missing?", "rewrite my experience bullets to match." Chain it with CrushMyInterview to prep for the interview, too.

How usage works

  • Analyzing a job posting is always free.
  • The free tier includes a daily allowance of résumé extracts and match scores — no credit card.
  • When you hit the daily cap, your assistant tells you and links to upgrade — nothing fails silently.
  • Need more volume? Higher tiers are available via the Keelara API console.

Privacy

  • Résumé and job text is processed to produce the result and not used to train AI models.
  • Access is tied to your Keelara sign-in.
  • See our privacy policy for details.

Beyond Claude

TrackCV MCP follows the open Model Context Protocol, so the same URL works in any MCP-compatible client — ChatGPT (Apps/developer mode), Cursor, agent frameworks, and AWS Bedrock agent stacks. Point the client at the server URL above and authenticate with a Keelara account.

Troubleshooting

  • Tools look outdated or missing? Remove and re-add the connector — clients pin the tool list when you first connect.
  • "Daily limit reached"? You've used today's free extracts/scores — they reset tomorrow, or upgrade for more.

Tailor your résumé — without leaving the chat.

Connect in Claude

TrackCV

Your Resume is your career's source code. Track every version, measure what works.

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Version 2026.07.32