Job Description AI MCP server

by CSOAI-ORG·io.github.CSOAI-ORG/job-description-ai-mcp·v1.0.11

Job Description Ai MCP Server by MEOK AI Labs

A89/100grade A

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A89/100

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If you have run it, two minutes of your experience saves the next person an afternoon.

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

analyze_requirements
Analyze a job description text and extract structured requirements.
check_bias
Check a job description for biased or non-inclusive language and suggest alternatives.
generate_job_description
Generate a complete job description for a given role and level.
suggest_salary_range
Suggest a competitive salary range based on role, level, and region.

scanner v0.1.10 · 2026-11-03 · same rubric, same numbers if you re-run it

no findings

Code scan19 source files scanned25/25
–Live reliabilityno gateway calls yet and no remote to proben/a
–Tool poisoningtools not inspected (local package is not executed); not countedn/a
Auth qualitylocal package, no credentials required12/15
Maintenancelast push 26 days ago15/15
Maintainer identityregistry namespace matches repository owner6/10

Overall 89/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 89/100; higher than 80% of 48,255 servers
Tools: 4; the typical server has 7
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break

What its tools let an agent do: 3 read · 1 create

claude mcp add job-description-ai-mcp -- uvx job-description-ai-mcp

Is Job Description AI MCP server safe?: Yes, by our scan: it is graded A (89/100). Read the Job Description AI safety report
How do I install Job Description AI?: It runs on your machine. Copy the Claude Code, Cursor, VS Code or Claude Desktop config from the install section.
Does Job Description AI need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is Job Description AI maintained?: The last commit was 27 days ago (2026-10-08). The latest release is v1.0.11.
How does Job Description AI compare with other MCP servers?: safety score 89/100 (higher than 80% of 48,255 servers); tools 4 (the typical server has 7); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.