maxcv — CV tailoring

Official2 toolsLive

by maxcv

Score and tailor your CV/resume against a job posting — for AI agents and humans, no-login trial.

MCP Server: ai.maxcv/resume

The ai.maxcv/resume MCP server scores and tailors a CV/resume against a given job posting. It supports both AI agents and humans, and includes a no-login trial. The server exposes 2 tools for performing these resume evaluation and tailoring tasks.

🛠️ Key Features

Scores a CV/resume against a job posting
Tailors CV/resume content for the job posting
Works for AI agents and humans
Offers a no-login trial
Provides 2 tools

🚀 Use Cases

Evaluate how well an existing resume matches a specific job posting
Generate a tailored version of a resume for a particular listing

⚡ Developer Benefits

Automates resume scoring and tailoring via an MCP interface
Available as 2 callable tools

⚠️ Limitations

Tool count is 2 (no additional capabilities are specified in the source data)

Captured live from the server via tools/list.

score_cv

Score how well a CV/resume matches a specific job posting. Fast and cheap — returns the original match score and the score after tailoring, plus requirement counts. Use this first to show the user the gap before a full tailor.

Parameters2

cvText	string	required	The full CV/resume as plain text.
jobDescription	string	required	The job posting text.

Raw schema

{
  "type": "object",
  "properties": {
    "cvText": {
      "type": "string",
      "description": "The full CV/resume as plain text."
    },
    "jobDescription": {
      "type": "string",
      "description": "The job posting text."
    }
  },
  "required": [
    "cvText",
    "jobDescription"
  ]
}

tailor_cv

Tailor a CV/resume to a specific job posting: rewrites the CV with the posting's ATS keywords (never fabricating skills not already present), and returns the tailored CV, a match score, role-fit notes and interview prep. Trial is rate-limited per IP; for unlimited use the user should sign up at maxcv.ai.

Parameters2

cvText	string	required	The full CV/resume as plain text.
jobDescription	string	required	The job posting text.

Raw schema

{
  "type": "object",
  "properties": {
    "cvText": {
      "type": "string",
      "description": "The full CV/resume as plain text."
    },
    "jobDescription": {
      "type": "string",
      "description": "The job posting text."
    }
  },
  "required": [
    "cvText",
    "jobDescription"
  ]
}

Install

Tools (2)

score_cvtailor_cv

Remote endpoint

Streamable HTTP

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

url

https://maxcv.ai/mcp

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "resume": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://maxcv.ai/mcp"
      ]
    }
  }
}

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