io.github.hyperdrift-io/nextrole MCP Server

NextRole MCP Server is a hosted, remote service that exposes the Model Context Protocol (MCP) for tailoring CVs to roles, scoring fit, and fixing ATS issues. It is accessible without authentication via a streamable, stateless endpoint and provides a public discovery surface for developers.

🛠️ Key Features

Endpoint: https://nextrole.site/api/mcp (remote, streamable-HTTP, stateless)
Anonymous access: no auth or API key required on first call
Focus: tailor CVs to a role, score fit, fix ATS issues
MCP integration: server exposes NextRole capabilities to AI agents
Readme excerpt-based description and public registry information

🚀 Use Cases

Job-search assistance by adapting CV to target roles
ATS optimization to improve resume passage
AI agent integration for automated CV evaluation and scoring

⚡ Developer Benefits

Remote, hosted service with no installation
Simple MCP endpoint for integration
Public discovery surface for NextRole capabilities
Clear domain focus: CV tailoring, fit scoring, ATS fixes

⚠️ Limitations

Anonymous access implies lack of per-user authentication
Remote service; network dependency for API calls
Readme-derived details; verify current endpoint behavior via site
No client libraries included in repository (server is hosted)

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

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

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

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

NextRole — MCP Server

NextRole is a job-search companion — tailor your CV to a role, score fit, and fix ATS issues at nextrole.site. It is also available to AI agents via this MCP server.

This repo is the public discovery surface for the NextRole MCP server. The server itself is a hosted, remote service — there is nothing to install.

Endpoint: https://nextrole.site/api/mcp — remote, streamable-HTTP, stateless, anonymous (no auth, no API key, works on the first call)

Website: https://nextrole.site

Registry: io.github.hyperdrift-io/nextrole

Tools

Tool

What it does

LLM

ats_lint

Free, deterministic ATS check — flags 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 — overall match, per-dimension scores, gaps, and the single top priority to fix

Yes

find_roles

Searches live job listings (Reed + Adzuna) by role/location query

fetch_job_spec

Pulls a clean job description from a posting URL, ready to score or tailor against

tailor_cv_to_role

Rewrites a CV for a target job using a multi-pass tailor→critic engine

Yes

The tools chain into a job-search arc agents can run end to end: find roles → fetch a JD → score fit → tailor. Every result links back to nextrole.site to save, track applications, and refine. Results stay grounded in the CV you provide — nothing is invented.

Install

Tools (5)

ats_linttailor_cv_to_rolescore_cvfind_rolesfetch_job_spec

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://nextrole.site/api/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "nextrole": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://nextrole.site/api/mcp"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

io.github.hyperdrift-io/nextrole