ZBS Index What actually exists in applied AI, with the source next to it

mcp server

nextrole

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

Description as published by the maintainer. Source

  • version 1.0.3
  • active
  • retrieval

active — Registry entry last updated 2026-07-06. Dashed tags are derived by ZBS Index from the published description, not stated by the maintainer.

What this server can do

5 functions, named and described by the server itself. Parameter names are shown because they say more about what a function does than its name usually does.

ats_lint(cv_markdown)
Free, deterministic ATS check: flags banned symbols, first-person voice, non-standard headers, and unquantified bullets. Returns findings + a pass/fail verdict. Required: cv_markdown.
fetch_job_spec(url)
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. Required: url.
find_roles(query)
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. Required: query.
score_cv(job_spec, cv_markdown)
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. Required: cv_markdown, job_spec.
tailor_cv_to_role(job_spec, cv_markdown)
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. Required: cv_markdown, job_spec.

Last successful function declaration observed on . Source: https://nextrole.site/api/mcp. We list what the server declared; we do not call any of these functions.

Endpoint status observed on . Source: https://nextrole.site/api/mcp.

Signals

These are separate measurements of different things. They are deliberately not combined into one score, because a popularity number that mixes website traffic with saves and stars cannot be checked or acted on.

Signal Value What it measures Window Observed Source
Latest published version 1.0.3 Latest version string the maintainer published to the registry. as of fetch Model Context Protocol
Registry record last updated 2026-07-06 When the registry record was last updated by its maintainer. point in time Model Context Protocol
First listed in the MCP Registry 2026-07-06 Date this server was first published to the official MCP Registry. Not a usage or quality measure. point in time Model Context Protocol
mcp tools declared 5 tools Number of functions the server itself declared when asked to list them. This is what the server offers an agent, not a measure of how well any of them work. as of probe nextrole.site
mcp endpoint status ok The server listed 5 functions when asked. as of probe nextrole.site

Where to get it

Also from hyperdrift-io

This record as data

Every field on this page, with its source and observation date, is in the catalog JSON. Fetch the whole kind at once instead of parsing this HTML.

GET /api/v1/entries/mcp_server.json

Sources

  1. Tools declared by the MCP server at https://nextrole.site/api/mcp — nextrole.site, observed , trust tier 1.
  2. Official MCP Registry — Model Context Protocol, observed , trust tier 1.