Atlas / MCP servers / ambuj123-lab / career-workspace-ambujsystems

career-workspace-ambujsystemsCAUTION

mcp/ambuj123-lab/career-workspace-ambujsystems

Evidence-Grounded Career Workspace & Claim-Validation Engine • Real-Time Company Intelligence • 0% Overclaim Guarantee

Verdict
CAUTION
Grade
B
Trust score
89 /100
Exposed tools
8 8r · 0w · 0d
Transport
stdio · streamable-http
License
MIT
Stars
0
01

Overview

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

<img src="https://readme-typing-svg.demolab.com?font=Fira+Code&weight=600&size=20&pause=1000&color=6EE7B7&background=00000000&center=true&vCenter=true&repeat=true&width=750&height=70&lines=Evidence-Grounded+Generation+%E2%80%A2+Claim+Validation;Tavily+8-Page+Crawl+%2B+Jina+AI+Reader+Markdown+Extractor;Third-Party+%26+Payroll+Detection+via+Verbatim+JD+Quotes;Anthropic+MCP+Server+%2B+Next.js+16+Multi-Stage+Docker" alt="Typing SVG" />

[](https://career-workspace-ambujsystems.vercel.app/) [](https://career-workspace-ambujsystems.vercel.app/docs) [](https://github.com/Ambuj123-lab/career-workspace-ambujsystems/releases/latest) [](https://stats.uptimerobot.com/4tYmSQnuBE?utmsource=statusbadge&utmmedium=referral) [](https://www.producthunt.com/products/covercraft-ai-3) [![Featured on UptimeRobot](https://img.shields.io/badge/FEATUREDIN-UptimeRobotOfficialBlog-0478

Read from source at commit a99a865a2f8cOBSERVED · 2026-10-11
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. Replace the environment placeholders with a token scoped to the least it needs.

claude-code
claude mcp add web --env GEMINI_API_KEY=${GEMINI_API_KEY} --env GITHUB_TOKEN=${GITHUB_TOKEN} --env GOOGLE_CLIENT_SECRET=${GOOGLE_CLIENT_SECRET} --env HF_TOKEN=${HF_TOKEN} -- npx -y [email protected]
claude-desktop
{
  "mcpServers": {
    "web": {
      "command": "npx",
      "args": [
        "-y",
        "[email protected]"
      ],
      "env": {
        "GEMINI_API_KEY": "${GEMINI_API_KEY}",
        "GITHUB_TOKEN": "${GITHUB_TOKEN}",
        "GOOGLE_CLIENT_SECRET": "${GOOGLE_CLIENT_SECRET}",
        "HF_TOKEN": "${HF_TOKEN}"
      }
    }
  }
}
03

Exposed tools (8)

8 read · 0 write · 0 destructive.

ToolRiskDescription
ats_readinessreadPerform heuristic ATS compliance checks (keyword coverage, word count, metrics density, parseable formatting).
company_researchreadSearch web for verified company information and engineering culture using Tavily API and grounded synthesis.
cover_letter_generatorreadGenerate an evidence-grounded, structured 3-paragraph cover letter strictly bounded by candidate verified skills.
evidence_validatorreadValidate factual resume claims against verified web source citations using deterministic Claim Ledger verification.
github_prooferreadAudit public GitHub repositories to cross-reference candidate technical resume claims with verified commit history.
huggingface_prooferreadInspect public Hugging Face assets (models, spaces, datasets, downloads) to verify GenAI, LoRA, GGUF, and LLM fine-tuning claims.
jd_analyzerreadParse target Job Description and match required skills against candidate experience with evidence classification.
source_filterreadEvaluate domain credibility, tier ranking (Tier 1 vs Noise), and filter outdated news (>18m) or stale tech stack signals.
04

Trust audit

CAUTIONgrade B · trust 89/100 Install with care. The audit found things worth knowing before you trust its output.

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

What the source does

Filesystem
declared (1 observation(s))
Network
declared (6 observation(s))
Shell
none-observed
Dependencies
not all pinned
Secrets in source
none-found

Findings (7)

MEDIUMObfuscation / stealth · obf.zero_width · CWE-506, CWE-94
smithery.yaml:1
name: covercraft-mcp
MEDIUMObfuscation / stealth · obf.zero_width · CWE-506, CWE-94
web/src/app/api/parse-resume/route.js:1
import { NextResponse } from "next/server";
MEDIUMObfuscation / stealth · obf.zero_width · CWE-506, CWE-94
web/src/components/LandingHeroPreview.jsx:1
"use client";
LOWInventory / provenance · inv.hidden_file · CWE-1104
web/.env.local.example
.env.local.example
Why it matters. hidden member outside the usual dotfiles
Fix. review its purpose
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
mcp-server/requirements.txt
mcp, google-generativeai, tavily-python, python-dotenv
Why it matters. 4 requirement(s) not pinned with ==
Fix. pin exact versions
LOWSupply chain · supply.unpinned · CWE-829, CWE-1357
web/package.json
@google/generative-ai, framer-motion, langfuse, langsmith, mammoth, mongodb, next-auth, pdf-parse
Why it matters. 14 dependency range(s) float
Fix. pin exact versions or ship a lockfile
LOWPrompt injection · prompt.override · CWE-94, CWE-1427
TECHNICAL_DOCUMENTATION.md:131
- **Prompt Injection Guardrails:** Heuristic scanning against adversarial prompt injections (`ignore all previous instructions`, `system prompt:`, `bypass`, `<|im_start|>`).
Why it matters. asks the agent to drop prior instructions or safety
Fix. remove the instruction

Gates applied: no_behavioural_pass.

Audited 2026-10-11 · audit v0.4.1 · source sha a99a865a2f8cfull audit observations/trust-audit/mcp-server/ambuj123-lab__career-workspace-ambujsystems.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
2026-10-11a99a865a2f8cCAUTIONB89first audit
06

Questions

What is the career-workspace-ambujsystems MCP server?

Evidence-Grounded Career Workspace & Claim-Validation Engine • Real-Time Company Intelligence • 0% Overclaim Guarantee

What tools does career-workspace-ambujsystems expose?

8 in total: 8 read-only, 0 that write, and 0 that can delete or overwrite. Every one is listed on this page with its risk.

Is career-workspace-ambujsystems safe to connect to an agent?

With care. The audit graded it B (89/100) and found 7 things worth knowing before you trust this server, listed below with the exact line each was found on.

What credentials does career-workspace-ambujsystems need?

It reads GEMINI_API_KEY, GITHUB_TOKEN, GOOGLE_CLIENT_SECRET, HF_TOKEN, JINA_API_KEY, LANGCHAIN_API_KEY, LANGFUSE_PUBLIC_KEY, LANGFUSE_SECRET_KEY, OPENROUTER_API_KEY and TAVILY_API_KEY from the environment. Give it a token scoped to the least it needs — an agent that can be talked into calling a tool can be talked into calling it with your credentials.

How does career-workspace-ambujsystems run?

It speaks stdio and streamable-http, so it runs as a local process your client starts. It is published on npm as web at 0.1.0.

How current is this page?

The grade is for one exact copy of the source (a99a865a2f8c), read on 2026-10-11. The repository is watched and re-audited when it changes.

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