Atlas / MCP servers / thechandanbhagat / CV Forge

CV ForgeSAFE

mcp/thechandanbhagat/cv-forge

MCP server that generates ATS-friendly CVs, cover letters, and email templates tailored to any job description

Verdict
SAFE
Grade
B
Trust score
89 /100
Exposed tools
17 12r · 5w · 0d
Transport
stdio
License
MIT
Stars
30
01

Overview

From the repository's own README, as read at the audited commit. Badges and raw HTML are left out.

Forge powerful, ATS-friendly CVs tailored to any job requirement.

An intelligent MCP (Model Context Protocol) server that analyzes job postings and crafts perfectly-matched CVs.

Features

  • Parse Job Requirements: Extract key skills, qualifications, email addresses, and hiring manager names from job postings
  • Generate Tailored CVs: Create customized CV content based on user profile and job requirements
  • Cover Letter Generation: Generate personalized cover letters tailored to specific job applications
  • Email Template Creation: Create professional email templates with automatic email address detection
  • Complete Application Packages: Generate CV, cover letter, and email template in one command
  • PDF by Default: Automatically generates professional PDF documents when no format is specified
  • Multiple Output Formats: Generate documents in PDF (default), HTML, Markdown, and text formats
  • Professional PDF Generation: Create publication-ready PDF documents with professional styling
  • ATS-Friendly: Optimized for Applicant Tracking Systems with proper keyword placement
  • Smart Contact Extraction: Automatically extracts email addresses and hiring manager names from job descriptions

Star History

[](https://www.star-history.com/#thechandanbhagat/cv-forge&type=date&legend=top-left)

Installation

Via npm (Recommended)

Install globally:

npm install -g cv-forge

Or install locally in your project:

npm install cv-forge

From Source

  1. Clone this repository
  2. Install dependencies:
npm install
  1. Build the project:
npm run build

Usage

Connecting to Claude Desktop

To use this MCP server with Claude Desktop, you need to add it to your Claude configuration file.

Step 1: Install cv-forge

npm install -g cv-forge
Read from source at commit e8f3fda50c6cOBSERVED · 2026-10-08
02

Connect

Built from this server's own package name, version and transport as found in its source — not copied from anyone's documentation, so it cannot drift against a page we do not control.

claude-code
claude mcp add cv-forge -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "cv-forge": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ]
    }
  }
}
03

Exposed tools (17)

12 read · 5 write · 0 destructive.

ToolRiskDescription
debug_cv_dataread
draft_complete_applicationread
draft_cv_pdfread
generate_and_save_cv_htmlwrite
generate_and_save_cv_markdownwrite
generate_and_save_cv_pdfwrite
generate_cover_letterread
generate_cvread
generate_cv_dataread
generate_cv_htmlread
generate_cv_markdownread
generate_cv_pdfread
generate_cv_to_default_folderread
generate_email_templateread
parse_job_requirementsread
save_cover_letter_pdfwrite
save_cv_textwrite
04

Trust audit

SAFEgrade B · trust 89/100 Nothing in the source contradicts what it says it does. Grade A is reserved for packages that have also passed the behavioural sandbox.

LayerWhat it checksResult
L0Provenance & inventoryPASS
L1Static analysis of the codePASS
L2Instruction surface (what it tells the agent)PASS
L3Class-specific surfacePASS
L4Behavioural (sandbox)SKIPPED

What the source does

Filesystem
none-observed
Network
none-observed
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (1)

LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
package.json
@modelcontextprotocol/sdk, @types/markdown-it, docx, dotenv, markdown-it, md-to-pdf, zod, @types/node
Why it matters. 9 dependency range(s) float
Fix. pin exact versions or ship a lockfile

Gates applied: no_behavioural_pass.

Audited 2026-10-08 · audit v0.4.1 · source sha e8f3fda50c6cfull audit observations/trust-audit/mcp-server/thechandanbhagat__cv-forge.json · Report an issue / request a re-scan
05

Audit history

Every audit this server has had. A grade with a past is a grade somebody is still checking.

DateSourceVerdictGradeScoreChange
2026-10-08e8f3fda50c6cSAFEB89first audit
06

Questions

What is the CV Forge MCP server?

MCP server that generates ATS-friendly CVs, cover letters, and email templates tailored to any job description

What tools does CV Forge expose?

17 in total: 12 read-only, 5 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is CV Forge safe to connect to an agent?

The audit found nothing in the source that contradicts what it says it does, and graded it B (89/100). Grade A is held back for packages that have also passed a sandboxed behavioural run, which is why a clean server reads B.

What credentials does CV Forge need?

No credential environment variables were found in its source, so it appears to need none.

How does CV Forge run?

It speaks stdio, so it runs as a local process your client starts. It is published on npm as cv-forge at 1.0.3.

How current is this page?

The grade is for one exact copy of the source (e8f3fda50c6c), read on 2026-10-08. The repository is watched and re-audited when it changes.

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