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Nextrole

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io.github.hyperdrift-io/nextrolev1.0.3

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

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Call this server's tools from your browser. Nothing to install.

https://nextrole.site/api/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

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.

cv_markdownstring, required

The CV in Markdown.

Tools (5)

Nextrole MCP server | mcptry

Argument	Type	Description
cv_markdown*	string	The CV in Markdown.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cv_markdown"
  ],
  "properties": {
    "cv_markdown": {
      "type": "string",
      "description": "The CV in Markdown."
    }
  }
}

fetch_job_spec

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.

read-only

Argument	Type	Description
url*	string	A public https:// job posting URL.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "url"
  ],
  "properties": {
    "url": {
      "type": "string",
      "description": "A public https:// job posting URL."
    }
  }
}

find_roles

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.

read-only

Argument	Type	Description
query*	string	A role query, e.g. "frontend engineer London".

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "description": "A role query, e.g. \"frontend engineer London\"."
    }
  }
}

score_cv

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.

read-only

Argument	Type	Description
job_spec*	string	The target job description.
cv_markdown*	string	The CV in Markdown.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cv_markdown",
    "job_spec"
  ],
  "properties": {
    "job_spec": {
      "type": "string",
      "description": "The target job description."
    },
    "cv_markdown": {
      "type": "string",
      "description": "The CV in Markdown."
    }
  }
}

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.

Argument	Type	Description
job_spec*	string	The target job description.
cv_markdown*	string	The CV in Markdown.

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cv_markdown",
    "job_spec"
  ],
  "properties": {
    "job_spec": {
      "type": "string",
      "description": "The target job description."
    },
    "cv_markdown": {
      "type": "string",
      "description": "The CV in Markdown."
    }
  }
}