A
licenseA
qualityC
maintenanceMCP server for AI-powered resume optimization and generation. It enables clients to optimize existing resumes or generate new ones from background info via LLM, producing formatted .docx and .pdf files.
2
1
MIT
cv-forge-mcp
by Guid-Lab
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TDQS
A4.3/5.0
Scored across 4 tools
Disambiguation5/5
Each tool has a distinct, non-overlapping purpose: setup initializes the backend, generate_cv creates a template, generate_docx produces a DOCX file, and generate_pdf produces a PDF file. The descriptions clearly differentiate their roles in the CV creation workflow, with no ambiguity about which tool to use for each step.
Naming Consistency5/5
All tool names follow a consistent verb_noun pattern with snake_case: cv_forge_setup, generate_cv, generate_docx, and generate_pdf. The naming is predictable and readable, making it easy for an agent to understand the action each tool performs based on its name alone.
Tool Count5/5
With 4 tools, this server is well-scoped for its purpose of CV generation and formatting. Each tool earns its place by covering essential steps: setup, template creation, and output generation in two common formats. The count is neither too thin nor excessive for the domain.
Completeness4/5
The tool set covers the core CV creation workflow from setup to final output, with no obvious dead ends. A minor gap exists in the lack of tools for updating or deleting CV data, but agents can work around this by regenerating from scratch, and the domain focus on generation rather than management makes this acceptable.
Maintenance
ActivityMaintained
ResponsivenessNo issues