Lapras MCP Server
The MCP server officially provided by LAPRAS is used to access and operate job - seeking, work experience and other information on the LAPRAS platform through AI tools. It supports rapid deployment through npm or Docker and provides multiple functions such as job search and work experience management.
rating : 2.5 points
downloads : 74
What is LAPRAS MCP Server?
LAPRAS MCP Server is a server based on the Model Context Protocol (MCP) that allows job seekers to interact with AI through natural language and obtain personalized career advice, job recommendations, and resume optimization functions.How to use LAPRAS MCP Server?
You can interact with LAPRAS MCP Server through simple commands or natural language input, such as searching for jobs and updating work experiences.Applicable scenarios
LAPRAS MCP Server is suitable for job seekers who need to quickly find suitable positions and professionals who want to enhance their career competitiveness.Main features
Job searchFilter and obtain a job list through parameters such as keywords and salary ranges.
Work experience managementAdd, edit, or delete your work history records.
Career goal settingSet future career development directions and update them to the LAPRAS system.
Resume optimizationGenerate an optimized resume based on current job requirements.
Advantages and limitations
Advantages
Quickly and accurately match job opportunities.
Simple to operate and no programming knowledge is required.
Supports multi - platform integration (such as Docker, npx).
Strict privacy protection measures to ensure information security.
Limitations
An effective API key is required to access advanced features.
Some complex job descriptions may require further manual confirmation.
Limited to the registered work experience database.
How to use
Installation and startup
Download LAPRAS MCP Server and install it according to the instructions.
Configure API key
Log in to the LAPRAS official website to obtain an API key and add it to the configuration file.
Start using
Enter natural language queries through the command line, such as 'Search for jobs that match Java development engineers'.
Usage examples
Search for jobsSearch for relevant jobs based on skills and salary requirements.
Update work experiencesUpload a resume or fill out a form to update work experiences.
Set career goalsDefine the industries or positions you want to engage in in the future.
Frequently Asked Questions
How can I obtain an API key?
Does it support Docker deployment?
Can multiple instances run simultaneously?
Related resources
LAPRAS official website
Learn more information and apply for an API key.
GitHub repository
View the source code and contribution guidelines.
Installation guide
Detailed installation steps.
Featured MCP Services

Notion Api MCP
Certified
A Python-based MCP Server that provides advanced to-do list management and content organization functions through the Notion API, enabling seamless integration between AI models and Notion.
Python
141
4.5 points

Duckduckgo MCP Server
Certified
The DuckDuckGo Search MCP Server provides web search and content scraping services for LLMs such as Claude.
Python
830
4.3 points

Markdownify MCP
Markdownify is a multi-functional file conversion service that supports converting multiple formats such as PDFs, images, audio, and web page content into Markdown format.
TypeScript
1.7K
5 points

Gitlab MCP Server
Certified
The GitLab MCP server is a project based on the Model Context Protocol that provides a comprehensive toolset for interacting with GitLab accounts, including code review, merge request management, CI/CD configuration, and other functions.
TypeScript
87
4.3 points

Figma Context MCP
Framelink Figma MCP Server is a server that provides access to Figma design data for AI programming tools (such as Cursor). By simplifying the Figma API response, it helps AI more accurately achieve one - click conversion from design to code.
TypeScript
6.7K
4.5 points

Unity
Certified
UnityMCP is a Unity editor plugin that implements the Model Context Protocol (MCP), providing seamless integration between Unity and AI assistants, including real - time state monitoring, remote command execution, and log functions.
C#
567
5 points

Minimax MCP Server
The MiniMax Model Context Protocol (MCP) is an official server that supports interaction with powerful text-to-speech, video/image generation APIs, and is suitable for various client tools such as Claude Desktop and Cursor.
Python
754
4.8 points

Context7
Context7 MCP is a service that provides real-time, version-specific documentation and code examples for AI programming assistants. It is directly integrated into prompts through the Model Context Protocol to solve the problem of LLMs using outdated information.
TypeScript
5.2K
4.7 points