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lapras-mcp-server

by lapras-inc·101·Score 46

An official MCP server for Lapras, enabling job search and career management through AI.

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Overview

The Lapras MCP server provides a bridge between AI systems and the Lapras job platform. It offers tools for searching jobs, managing career profiles, updating work experience, and maintaining career goals. The server is well-maintained by Lapras Inc. with regular updates and supports multiple installation methods including Docker, npx, and desktop extensions. Users can integrate it with Claude Desktop, Cursor, or Gemini CLI to enhance their job search and career management workflows.

Try asking AI

After installing, here are 5 things you can ask your AI assistant:

you:AI-assisted job search with specific criteria like remote work, salary, and tech stack
you:Career profile management through AI analysis and updates to experience and skills
you:Resume generation and career planning based on existing work history
you:Do I need an API key to use this MCP server?
you:How do I get my LAPRAS_API_KEY?

When to choose this

Choose this server if you're actively job hunting or managing your career on lapras.com and want AI assistance with job search and profile management.

When NOT to choose this

Don't choose this if you're not using lapras.com for job hunting, as it requires their platform to be useful.

Tools this server exposes

12 tools extracted from the README
  • search_job

    Search for job listings with keywords, page number, minimum salary, etc.

  • get_job_detail

    Get detailed information about a specific job posting by ID.

  • get_experiences

    Retrieve a list of work experiences registered in LAPRAS.

  • create_experience

    Add a new work experience to LAPRAS.

  • update_experience

    Update an existing work experience in LAPRAS.

  • delete_experience

    Delete a work experience from LAPRAS.

  • get_job_summary

    Get the job summary registered in LAPRAS.

  • update_job_summary

    Register or update the job summary in LAPRAS.

  • get_want_to_do

    Get career aspirations registered in LAPRAS.

  • update_want_to_do

    Register or update career aspirations in LAPRAS.

  • get_tech_skill

    Get technical skills, experience years, and qualifications from LAPRAS.

  • update_tech_skill

    Update technical skills, experience years, and qualifications in LAPRAS.

Comparable tools

linkedin-mcprecruitbot-mcpjobsearch-cli

Installation

Installation

Claude Desktop

Add to your claude_desktop_config.json:

{
  "mcpServers": {
    "lapras": {
      "command": "npx",
      "args": [
        "-y",
        "@lapras-inc/lapras-mcp-server"
      ],
      "env": {
        "LAPRAS_API_KEY": "<YOUR_LAPRAS_API_KEY>"
      }
    }
  }
}

Docker

{
  "mcpServers": {
    "lapras": {
      "command": "docker",
      "args": [
        "run",
        "-i",
        "--rm",
        "-e",
        "LAPRAS_API_KEY",
        "laprascom/lapras-mcp-server:v0.4.0"
      ],
      "env": {
        "LAPRAS_API_KEY": "<YOUR_LAPRAS_API_KEY>"
      }
    }
  }
}

FAQ

Do I need an API key to use this MCP server?
Yes, but only for tools related to work history. Basic job search can be done without an API key.
How do I get my LAPRAS_API_KEY?
You can obtain your API key from https://lapras.com/config/api-key

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Last updated · Auto-generated from public README + GitHub signals.