Job Recommendations MCP Server is an MCP server that provides other tools to AI agents. Its tool list has not been published yet over stdio, sse and http, requires no API key, and scores 82/100 on MCPpedia's security, maintenance and efficiency rubric.
Step 1
Install in your client
Config is the same across clients — only the file and path differ.
CD
Supported in Claude Desktopstdio, sse, http · Node 18+
Paste into ~/Library/Application Support/Claude/claude_desktop_config.json
{
"mcpServers": {
"resume-matcher": {
"args": [
"-jar",
"C:\\Workspace\\mcp\\job-recommendations-mcp-server\\build\\libs\\job-recommendations-mcp-server-0.0.1.jar"
],
"command": "java"
}
}
}Are you the author?
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What Job Recommendations Mcp Server does
A Spring Boot-based Model Context Protocol (MCP) server that provides intelligent resume analysis and job matching capabilities using AI embeddings and the JSearch API.
Test This Server
Run this in your terminal to verify the server starts. Then let us know if it worked — your result helps other developers.
npx -y '@modelcontextprotocol/inspector' 2>&1 | head -1 && echo "✓ Server started successfully"
After testing, let us know if it worked:
Scored, not listed
Why this score
Five weighted categories — click any category to see the underlying evidence.
Score breakdown
82/100across 5 weighted dimensions
0255075100
30
20
15
10
−18
Security
Maintenance
Efficiency
Documentation
Compatibility
Categoriesclick a row to see evidence
Security
OSV.dev2 fixed
CVE-2025-58444high · fixed
MCP Inspector is Vulnerable to Potential Command Execution via XSS When Connecting to an Untrusted MCP Server
An XSS flaw exists in the MCP Inspector local development tool when it renders a redirect URL returned by a remote MCP server. If the Inspector connects to an untrusted server, a crafted redirect can inject script into the Inspector context and, via the built-in proxy, be leveraged to trigger arbitrary command execution on the developer machine. Version 0.16.6 hardens URL handling/validation and prevents script execution. > Thank you to the following researchers for their reports and contributi
CVE-2025-49596critical · fixed
MCP Inspector proxy server lacks authentication between the Inspector client and proxy
Versions of MCP Inspector below 0.14.1 are vulnerable to remote code execution due to lack of authentication between the Inspector client and proxy, allowing unauthenticated requests to launch MCP commands over stdio. Users should immediately upgrade to version 0.14.1 or later to address these vulnerabilities. Credit: Rémy Marot <bughunters@tenable.com>
Inventory
Tools (7)
Click any tool to inspect its schema.
~299 tokens total
Community
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Frequently Asked Questions
- Is Job Recommendations Mcp Server safe to use?
- Job Recommendations Mcp Server has no known CVEs as of the latest MCPpedia security scan. It does not require authentication, so any local process can connect — keep this in mind in shared environments.
- How do I install Job Recommendations Mcp Server?
- Job Recommendations Mcp Server supports copy-paste install configs on its MCPpedia page for Claude Desktop, Cursor, and Claude Code. Scroll to the Quick Install section and select your client.
- What can Job Recommendations Mcp Server do?
- Job Recommendations Mcp Server provides 7 tools: upload_resume, get_resume_summary, match_resume_to_jobs, getAllCourse, getCourseById and 2 more. See the full tools list on the server page for descriptions and parameters.
- What AI clients work with Job Recommendations Mcp Server?
- Job Recommendations Mcp Server is compatible with claude-desktop, cursor, claude-code. It uses stdio and sse and http transport.
- Is Job Recommendations Mcp Server actively maintained?
- Job Recommendations Mcp Server is less actively maintained — last commit was 265 days ago.
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Community
Discussion
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