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
| 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 | No |
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 | No |
fetch_job_spec |
Pulls a clean job description from a posting URL, ready to score or tailor against | No |
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.
Add the remote server in any MCP-capable client (Claude, ChatGPT, Cursor, Cline, VS Code, …) using the endpoint and Streamable HTTP transport.
Claude Code:
claude mcp add --transport http nextrole https://nextrole.site/api/mcp- "Run an ATS check on my CV and fix the issues." →
ats_lint - "Find product manager roles in London." →
find_roles - "Pull this job posting and score my CV against it." →
fetch_job_spec+score_cv - "Tailor my CV to this job description." →
tailor_cv_to_role
Built by Hyperdrift. NextRole is a job-search companion — it turns your real CV into a role-specific application and helps you move your search forward.