# CoverCraft AI by Ambuj Kumar Tripathi

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

- name: io.github.Ambuj123-lab/covercraft-mcp
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 97/100
- quality: 91/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/io.github.Ambuj123-lab%2Fcovercraft-mcp
- tools: https://api.protogrid.dev/v1/servers/io.github.Ambuj123-lab%2Fcovercraft-mcp/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "covercraft-mcp": {
      "type": "http",
      "url": "https://career-workspace-ambujsystems.vercel.app/api/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 100
- freshness: 100
- provenance: 90
- drivers: +repository +namespace-matches-repo +website +reachable +uptime-100% +updated-8d-ago
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 91/100 (strong)

### protocol: 75 (weight 25)

- warn `protocol.modern`: newest supported version is 2024-11-05; 2026-07-28 not supported, older versions are deprecated until 2027-07-28
- n/a `protocol.stateless`: only applies to 2026-07-28 servers
- pass `protocol.transport`: streamable HTTP
- n/a `protocol.list_ttl`: only applies to 2026-07-28 servers

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 8 of 8 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,123 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: no tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 8, about 1,123 tokens to load them all
- tool set hash: 6e8ab1ca3f59d32dfa3301f067c5b64e
- badge: [![protogrid quality](https://protogrid.dev/badge/io.github.Ambuj123-lab/covercraft-mcp.svg)](https://protogrid.dev/servers/io.github.Ambuj123-lab/covercraft-mcp)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://career-workspace-ambujsystems.vercel.app/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (8)

- `ats_readiness`: Perform heuristic ATS compliance checks (keyword coverage, word count, metrics density, parseable formatting, contact info).
- `company_research`: Search web for verified company information, tech stack, and engineering culture using Tavily API and grounded synthesis.
- `cover_letter_generator`: Synthesize structured, evidence-grounded cover letter paragraphs with in-line citations and tone alignment.
- `evidence_validator`: Validate factual resume claims against verified web source citations using deterministic Claim Ledger verification. Rejects unsupported claims.
- `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.
- `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.
- `jd_analyzer`: Parse target Job Description and match required skills against candidate experience with evidence classification and gap detection.
- `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.