Koskamo

Next Role MCP

An MCP server that allows AI assistants to tailor and score a CV directly against job descriptions, providing a secondary access channel to the Next Role job-search companion web app.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

Next Role MCP logo, by hyperdrift-ioCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-07Published by hyperdrift-io
MCP endpoint (Streamable HTTP)
https://nextrole.site/api/mcp
Vendor documentation

What its tools do

5 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Read-only (4)

Can change data (1)

5 of 5 have a description · 5 of 5 declare behavior hints · 5 of 5 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Tailor a CV to a specific job description
  • Score CV fit for a role
  • Fix ATS issues in applications

Source and maintenance

Community listingRegistry 1.0.3
mcp-registry: io.github.hyperdrift-io/nextrole@1.0.3Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
nextrole 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
5 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

NextRole helps you review and tailor your CV for a role. ats_lint runs a free, deterministic ATS check on a CV. tailor_cv_to_role rewrites a CV for a specific job spec. Results link back to nextrole.site to save, track, and refine.

Tools

5 advertised

ats_lint — ATS lint a CV
Advertised by the server during the last successful anonymous check.
Advertised read-only

Free, deterministic ATS check: flags banned symbols, first-person voice, non-standard headers, and unquantified bullets. Returns findings + a pass/fail verdict.

ats_lint input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "cv_markdown"
  ],
  "properties": {
    "cv_markdown": {
      "type": "string",
      "description": "The CV in Markdown."
    }
  }
}
ats_lint annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
tailor_cv_to_role — Tailor a CV to a job
Advertised by the server during the last successful anonymous check.

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.

tailor_cv_to_role input schema
{
  "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 annotations
{
  "readOnlyHint": false,
  "openWorldHint": false
}
score_cv — Score a CV against a job
Advertised by the server during the last successful anonymous check.
Advertised read-only

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.

score_cv input schema
{
  "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."
    }
  }
}
score_cv annotations
{
  "readOnlyHint": true,
  "openWorldHint": false
}
find_roles — Find live roles
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

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.

find_roles input schema
{
  "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\"."
    }
  }
}
find_roles annotations
{
  "readOnlyHint": true,
  "openWorldHint": true
}
fetch_job_spec — Fetch a job spec from a URL
Advertised by the server during the last successful anonymous check.
Advertised read-onlyOpen-world

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.

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

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
899 ms
95th percentile latency
899 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 899 ms · metadata changed · 5 tool(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http next-role-mcp https://nextrole.site/api/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add next-role-mcp --url https://nextrole.site/api/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable next-role-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "next-role-mcp": {
      "url": "https://nextrole.site/api/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "next-role-mcp": {
      "type": "streamableHttp",
      "url": "https://nextrole.site/api/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start next-role-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "next-role-mcp": {
      "type": "http",
      "url": "https://nextrole.site/api/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http next-role-mcp https://nextrole.site/api/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://nextrole.site/api/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "next-role-mcp": {
      "serverUrl": "https://nextrole.site/api/mcp"
    }
  }
}

Let your agent find its tools

Find servers like Next Role MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 5,453