CoverCraft AI by Ambuj Kumar Tripathi

Working · 2.1 s

io.github.Ambuj123-lab/covercraft-mcpv1.0.0

Live Hugging Face model proofing, ATS resume scoring and career tools by Ambuj Kumar Tripathi

Productivity

Source Website Registry entry

Maintain this server? Claim it

Try it

Call this server's tools from your browser. Nothing to install.

https://career-workspace-ambujsystems.vercel.app/api/mcp

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

ats_readiness Read-only

Perform heuristic ATS compliance checks (keyword coverage, word count, metrics density, parseable formatting, contact info).

letter_textstring, required

Generated cover letter text

jd_textstring

Target job description text (optional for keyword matching)

Tools (8)

ats_readiness

Perform heuristic ATS compliance checks (keyword coverage, word count, metrics density, parseable formatting, contact info).

read-only

Argument	Type	Description
jd_text	string	Target job description text (optional for keyword matching)
letter_text*	string	Generated cover letter text

Input schema (JSON)

{
  "type": "object",
  "required": [
    "letter_text"
  ],
  "properties": {
    "jd_text": {
      "type": "string",
      "description": "Target job description text (optional for keyword matching)"
    },
    "letter_text": {
      "type": "string",
      "description": "Generated cover letter text"
    }
  }
}

company_research

Search web for verified company information, tech stack, and engineering culture using Tavily API and grounded synthesis.

read-only

Argument	Type	Description
focus_areas	array	Optional focus areas like tech_stack, culture, recent_news
company_name*	string	Target company name (e.g. Stripe, Razorpay)

Input schema (JSON)

{
  "type": "object",
  "required": [
    "company_name"
  ],
  "properties": {
    "focus_areas": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Optional focus areas like tech_stack, culture, recent_news"
    },
    "company_name": {
      "type": "string",
      "description": "Target company name (e.g. Stripe, Razorpay)"
    }
  }
}

cover_letter_generator

Synthesize structured, evidence-grounded cover letter paragraphs with in-line citations and tone alignment.

read-only

Argument	Type	Description
role*	string	Target role title
tone	string	Tone style: professional, confident, technical, humble
company*	string	Target company name
candidate_name*	string	Candidate name
matched_skills*	array	Verified matched skills with evidence
approved_company_facts	array	Verified company research facts

Input schema (JSON)

{
  "type": "object",
  "required": [
    "candidate_name",
    "role",
    "company",
    "matched_skills"
  ],
  "properties": {
    "role": {
      "type": "string",
      "description": "Target role title"
    },
    "tone": {
      "type": "string",
      "description": "Tone style: professional, confident, technical, humble"
    },
    "company": {
      "type": "string",
      "description": "Target company name"
    },
    "candidate_name": {
      "type": "string",
      "description": "Candidate name"
    },
    "matched_skills": {
      "type": "array",
      "items": {
        "type": "object"
      },
      "description": "Verified matched skills with evidence"
    },
    "approved_company_facts": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "Verified company research facts"
    }
  }
}

evidence_validator

Validate factual resume claims against verified web source citations using deterministic Claim Ledger verification. Rejects unsupported claims.

read-only

Argument	Type	Description
claims*	array	List of candidate claims
sources*	array	List of source citations with url and content

Input schema (JSON)

{
  "type": "object",
  "required": [
    "claims",
    "sources"
  ],
  "properties": {
    "claims": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "List of candidate claims"
    },
    "sources": {
      "type": "array",
      "items": {
        "type": "object"
      },
      "description": "List of source citations with url and content"
    }
  }
}

github_proofer

Inspect public GitHub repositories, code languages, commit activity, stars, and forks to fact-check candidate technical claims. Validates evidence-backed claims and flags uncorroborated technical claims.

read-only

Argument	Type	Description
technical_claims	array	List of technical claims to cross-reference against code repositories
candidate_github_or_resume*	string	GitHub username, URL, or resume text containing GitHub link

Input schema (JSON)

{
  "type": "object",
  "required": [
    "candidate_github_or_resume"
  ],
  "properties": {
    "technical_claims": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "List of technical claims to cross-reference against code repositories"
    },
    "candidate_github_or_resume": {
      "type": "string",
      "description": "GitHub username, URL, or resume text containing GitHub link"
    }
  }
}

huggingface_proofer

Inspect public Hugging Face assets (models, spaces, datasets, lifetime and rolling 30-day downloads) to verify GenAI, LoRA, GGUF, and LLM fine-tuning claims.

read-only

Argument	Type	Description
ai_technical_claims	array	AI/ML claims to verify
candidate_hf_or_resume*	string	Hugging Face username or resume text

Input schema (JSON)

{
  "type": "object",
  "required": [
    "candidate_hf_or_resume"
  ],
  "properties": {
    "ai_technical_claims": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "description": "AI/ML claims to verify"
    },
    "candidate_hf_or_resume": {
      "type": "string",
      "description": "Hugging Face username or resume text"
    }
  }
}

jd_analyzer

Parse target Job Description and match required skills against candidate experience with evidence classification and gap detection.

read-only

Argument	Type	Description
jd_text*	string	Job description text
resume_text*	string	Candidate resume text

Input schema (JSON)

{
  "type": "object",
  "required": [
    "jd_text",
    "resume_text"
  ],
  "properties": {
    "jd_text": {
      "type": "string",
      "description": "Job description text"
    },
    "resume_text": {
      "type": "string",
      "description": "Candidate resume text"
    }
  }
}

source_filter

Audit and categorize research source domains into authoritative tiers (Tier 1: Official/SEC, Tier 2: Reputable tech press, Tier 3: Aggregators) and discard promotional spam.

read-only

Argument	Type	Description
sources*	array	List of research sources with url and content
company_domain	string	Target company primary domain (e.g. stripe.com)

Input schema (JSON)

{
  "type": "object",
  "required": [
    "sources"
  ],
  "properties": {
    "sources": {
      "type": "array",
      "items": {
        "type": "object"
      },
      "description": "List of research sources with url and content"
    },
    "company_domain": {
      "type": "string",
      "description": "Target company primary domain (e.g. stripe.com)"
    }
  }
}