io.github.hyperdrift-io/nextrole

Measured conclusion: Deep-tested. L2 outcome: tools_ok.

A job-search companion: tailor your CV to a role, score fit, fix ATS issues. Also via MCP.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "nextrole": {
      "url": "https://nextrole.site/api/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (5)

• ats_lint read-only

  Free, deterministic ATS check: flags banned symbols, first-person voice, non-standard headers, and unquantified bullets. Returns findings + a pass/fail verdict.

  Parameters:

  • cv_markdown (required) — string — The CV in Markdown.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• tailor_cv_to_role

  Rewrites a CV for a specific job spec using NextRole's multi-pass tailor→critic engine. Free anonymous allowance; on exhaustion returns a link to continue on the web app.

  Parameters:

  • cv_markdown (required) — string — The CV in Markdown.
  • job_spec (required) — string — The target job description.

  Hints: read-only no · destructive not declared · idempotent not declared · open-world no

• score_cv read-only

  The free first read: scores a CV against a job spec using NextRole's critic engine — overall match and per-dimension scores on a 1–10 scale, strengths, gaps, and the single top priority to fix. Scores describe CV-to-role fit; hiring outcomes depend on the employer.

  Parameters:

  • cv_markdown (required) — string — The CV in Markdown.
  • job_spec (required) — string — The target job description.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world no

• find_roles read-only

  Searches live job listings for a role query (e.g. "frontend engineer London"). Cheap, no LLM — returns a short list of matching roles with company and link.

  Parameters:

  • query (required) — string — A role query, e.g. "frontend engineer London".

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

• fetch_job_spec read-only

  Fetches and extracts the job description text from a public job-posting URL, ready to feed into score_cv or tailor_cv_to_role. Cheap, no LLM.

  Parameters:

  • url (required) — string — A public https:// job posting URL.

  Hints: read-only yes · destructive not declared · idempotent not declared · open-world yes

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.