NextRole — CV & Job Search

NextRole gives agents an end-to-end résumé and job-search toolkit.

CommunityOnlineNo sign-inGlobalFreeCan modify data

What it can do

  • Ats Lint: Free, deterministic ATS check: flags banned symbols, first-person voice, non-standard headers, and unquantified bullets. Returns findings + a pass/fail verdict.
  • 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.
  • Score Cv: The free first read: scores a CV against a job spec using NextRole's critic engine — overall match, per-dimension scores, strengths, gaps, and the single top priority to fix.

What data it sees

Do you need an account

No: the server works without sign-in

NextRole gives agents an end-to-end résumé and job-search toolkit. ats_lint runs a free, deterministic ATS check on a CV (banned symbols, first-person/passive phrasing, non-standard headers, unquantified bullets — each with a one-click autofix). score_cv scores a CV against a specific role and names the gaps and top priority. find_roles searches live job listings (Reed + Adzuna). fetch_job_spec pulls a clean job description from a posting URL. tailor_cv_to_role rewrites a CV for a target job using NextRole's multi-pass tailor→critic engine. Agents can chain them — lint → find roles → fetch a JD → score fit → tailor. Anonymous and no-login. Every result links back to nextrole.site to save, track applications, and refine.

How to connect

How to connect NextRole — CV & Job Search to Claude

The server address to paste into Claude settings:

https://nextrole--hyperdrift.run.tools

  1. Open Claude (claude.ai or the desktop app).
  2. Go to Settings → Connectors.
  3. Click Add custom connector.
  4. Paste the server address copied below into Remote MCP server URL and click Add.
  5. In a chat, click + → Connectors and switch the new connector on.

Custom connectors are available on Free, Pro, Max, Team and Enterprise plans (Free is limited to one). On Team and Enterprise an organization Owner adds the connector first under Organization settings → Connectors.

Authorization

After you click Add, a sign-in window for the service opens. Sign in with your own account and approve access. Claude never sees your password.

How to connect NextRole — CV & Job Search to ChatGPT

The server address to paste into ChatGPT settings:

https://nextrole--hyperdrift.run.tools

  1. Open ChatGPT in a browser (chatgpt.com). A Plus, Pro, Business, Enterprise or Edu plan is required.
  2. Turn on developer mode once: Settings → Apps → Advanced settings → Developer mode.
  3. Open Settings → Connectors and click Create.
  4. Fill in the form: Name (anything), Description (one line about what the service does), MCP server URL (copy it below).
  5. Under Authentication choose OAuth if the service requires sign-in, otherwise None. Click Create.
  6. In a new chat open + → Apps/Connectors and enable the connector.

OpenAI has renamed this section before (Connectors → Apps/Plugins). If the label differs, search settings for "developer mode". On Business/Enterprise workspaces an admin must allow custom connectors first.

Authorization

On first use ChatGPT opens the service's sign-in window. Sign in and approve access.

How to connect NextRole — CV & Job Search to Cursor

The server address to paste into Cursor settings:

https://nextrole--hyperdrift.run.tools

Fastest: click Open in Cursor below and confirm the prompt.

Manually:

  1. In Cursor open Settings → Cursor Settings → MCP and click Add new global MCP server.
  2. Paste the JSON copied below into ~/.cursor/mcp.json (per project: .cursor/mcp.json in the repo root).
  3. Save the file. The server appears in the MCP list; authorize it there if asked.

Authorization

If the service needs sign-in, an authorize button appears next to the server in the MCP list.

Server tool list (5)

Raw names from tools/list. Only developers need these.

ats_lintFree, deterministic ATS check: flags banned symbols, first-person voice, non-standard headers, and unquantified bullets. Returns findings + a pass/fail verdict.
tailor_cv_to_roleRewrites 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.
score_cvThe free first read: scores a CV against a job spec using NextRole's critic engine — overall match, per-dimension scores, strengths, gaps, and the single top priority to fix.
find_rolesSearches 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.
fetch_job_specFetches 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.