Jobs Recommender

v1.0.0Data Science & MLstable

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on thei

mcp-jobs-recommender-agentmcpai-integration
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What is Jobs Recommender?

Jobs Recommender is a Model Context Protocol (MCP) server that allows AI assistants like Claude, Cursor, and VS Code to ai-powered job recommender built on the model context protocol that provides personalized career suggestions through resume and skills matching. it utilizes llms and external tool integrations to help...

An AI-powered job recommender built on the Model Context Protocol that provides personalized career suggestions through resume and skills matching. It utilizes LLMs and external tool integrations to help users find relevant job openings based on thei

This server falls under the Data Science & ML category on MCPgee, the world's largest MCP server directory with 33,000+ servers.

Features

  • An AI-powered job recommender built on the Model Context Pro

Use Cases

Resume-based job matching
Personalized career suggestions
jsuryanm

Maintainer

LicenseMIT License
Languagetypescript
Versionv1.0.0
UpdatedN/A
Statushealthy
Maintenanceactive

Works with

ClaudeOpenAIwindowsmacoslinux

Installation

Manual Installation

npx mcp-jobs-recommender-agent

Configuration

Configuration Details

Config File

claude_desktop_config.json

Performance

Response Metrics

Response Time< 200ms
ThroughputMedium

Resource Usage

Memory UsageLow
CPU UsageLow

Frequently Asked Questions about Jobs Recommender

What is Jobs Recommender?

Jobs Recommender is a Model Context Protocol (MCP) server that ai-powered job recommender built on the model context protocol that provides personalized career suggestions through resume and skills matching. it utilizes llms and external tool integrations to help users find relevant job openings based on thei It connects AI assistants to external tools and data sources through a standardized interface.

How do I install Jobs Recommender?

Follow the installation instructions on the Jobs Recommender GitHub repository. Clone the repo, install dependencies, and add the server config to your AI client.

Which AI clients work with Jobs Recommender?

Jobs Recommender works with all major MCP-compatible AI clients including Claude Desktop, Claude Code, Cursor, VS Code (GitHub Copilot), Windsurf, and Cline.

Is Jobs Recommender free to use?

Yes, Jobs Recommender is open source and available under the MIT License license. You can use it freely in both personal and commercial projects.

Browse More Data Science & ML MCP Servers

Explore all data science & ml servers available in the MCPgee directory. Each server includes setup guides for Claude, Cursor, and VS Code.

Quick Config Preview

{ "mcpServers": { "mcp-jobs-recommender-agent": { "command": "npx", "args": ["-y", "mcp-jobs-recommender-agent"] } } }

Add this to your claude_desktop_config.json or .cursor/mcp.json

Read the full setup guide →

Ready to use Jobs Recommender?

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