# io.github.purahmanian/junglescout-mcp (npm · junglescout-mcp)

Jungle Scout MCP server: keyword volumes, product database, sales estimates, share of voice

- Trust score: 76/100 (medium)
- Change this week: +52
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-08-03

## Components

- npm · `junglescout-mcp`: 76/100 (this document), [markdown](https://verifymcp.io/servers/purahmanian-junglescout-mcp/junglescout-mcp.md), [page](https://verifymcp.io/servers/purahmanian-junglescout-mcp/junglescout-mcp)

## Channel facts

- Registry: `npm`
- Package: `junglescout-mcp`
- Version: `0.1.1`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-08-03.

- **Supply Chain Security**: 87/100
  - No malware found by supply-chain analysis.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
  - No install/post-install scripts declared.
  - Only part of the dependency tree could be resolved (95 of 99), so this covers what we could see, not the whole tree.
- **Provenance & Transparency**: 97/100
  - Source repository is publicly reachable at the declared URL.
  - Cryptographically verified build provenance (signed, bound to purahmanian/junglescout-mcp).
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 57 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 75/100
  - AI-judged instruction clarity (excellent).
  - Context-footprint check failed: tool/resource definitions use about 661 tokens (~132/item across 5 items; 5 tools + 0 resources), over budget; trim descriptions and params.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 0/100
  - Stability not yet verified: not enough scan history yet (needs a 30-day window).
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### Claude

```bash
claude mcp add purahmanian-junglescout-mcp -- npx -y junglescout-mcp
```

### Codex

```bash
codex mcp add purahmanian-junglescout-mcp -- npx -y junglescout-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "purahmanian-junglescout-mcp": {
      "type": "local",
      "command": [
        "npx",
        "-y",
        "junglescout-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add purahmanian-junglescout-mcp --command npx --arg -y --arg junglescout-mcp
```

### Hermes

```yaml
mcp_servers:
  purahmanian-junglescout-mcp:
    command: "npx"
    args: ["-y", "junglescout-mcp"]
```

### Other

```json
{
  "mcpServers": {
    "purahmanian-junglescout-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "junglescout-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-08-02 (score 76, +56)

- [security improvement] Install scripts: unverified → pass
- [security improvement] Known CVEs: unverified → partial
- [security improvement] Provenance: unverified → pass
- [security improvement] Malware scan: unverified → pass
- [security] Stability: Stability not yet verified: not enough scan history yet (needs a 30-day window).
- [security] The attested source repository moved: purahmanian/junglescout-mcp
- [functional improvement] MCP protocol: unverified → pass
- [functional improvement] Maintenance: unverified → pass
- [functional improvement] Dependency health: unverified → partial
- [functional improvement] License: unverified → pass
- [functional improvement] Schema quality: unverified → excellent
- [functional] Licence: MIT

### 2026-08-01 (score 20, +15)

- [functional improvement] Tool coverage: unverified → 100

### 2026-07-31 (score 5, −23)

- [functional] We updated how we score, so this day's move reflects our rubric, not a change to the server

### 2026-07-30 (score 28, −18)

- [security regression] Malware scan: pass → unverified

### 2026-07-28 (score 46, +22)

- [functional improvement] Tool coverage: unverified → 100
- [functional] First check of Schema quality: fail
- [functional] First check of Tool coverage: 100
- [functional] First check of Schema quality: unverified
- [functional] First check of Schema quality: fail

### 2026-07-27 (score 24)

First indexed and scored.

## MCP tools (5)

### `keyword_search_volume` (~119 tokens)

Keyword search volume

Look up exact-match and broad-match search volume for one or more Amazon keywords. Returns 30-day volume, year-over-year trend, quarterly trend, PPC bid estimates, and ease-of-ranking score. Uses the Jungle Scout keywords_by_keyword_query endpoint.

Input parameters:

- `keywords` (array, required): Keywords to look up exact and broad monthly search volume for. Each keyword is queried individually (up to 10 per call are processed). Example: ["yoga mat", "resistance bands"]
- `marketplace` (string): Amazon marketplace code. Defaults to 'us'.

### `keywords_by_asin` (~109 tokens)

Keywords by ASIN

Discover which keywords drive traffic to a specific Amazon listing (by ASIN). Returns keyword name, search volume, organic rank, sponsored rank, and relevancy score. Useful for competitor keyword gap analysis.

Input parameters:

- `asin` (string, required): Amazon ASIN. Example: B07XJ8C8F5
- `marketplace` (string): Amazon marketplace code. Defaults to 'us'.
- `page_size` (integer): Number of keywords to return (1-100). Defaults to 25.

### `product_database_query` (~219 tokens)

Product database query

Search the Jungle Scout product database for Amazon product opportunities. Filter by category, price range, minimum monthly revenue, and maximum review count. Returns estimated revenue, units sold, BSR, and listing quality score per product.

Input parameters:

- `category` (string): Amazon category name to filter by. Example: 'Sports & Outdoors'
- `include_keywords` (array): Only include products whose title matches these keywords (or ASINs). Example: ['tonneau cover']
- `marketplace` (string): Amazon marketplace code. Defaults to 'us'.
- `max_price` (number): Maximum price in USD. Example: 50
- `max_reviews` (integer): Maximum number of reviews (to find low-competition products). Example: 200
- `min_monthly_revenue` (number): Minimum estimated monthly revenue in USD. Example: 5000
- `min_price` (number): Minimum price in USD. Example: 15
- `page_size` (integer): Number of results to return (1-100). Defaults to 25.

### `sales_estimates` (~123 tokens)

Sales estimates

Get Jungle Scout estimated monthly sales units and revenue for a specific Amazon ASIN. Also returns current BSR, price, reviews, and rating to provide context for the estimate.

Input parameters:

- `asin` (string, required): Amazon ASIN. Example: B07XJ8C8F5
- `end_date` (string): End date YYYY-MM-DD (must be before today). Defaults to yesterday.
- `marketplace` (string): Amazon marketplace code. Defaults to 'us'.
- `start_date` (string): Start date YYYY-MM-DD. Defaults to 30 days ago.

### `share_of_voice` (~91 tokens)

Share of voice

Analyze brand share of voice for a given Amazon search keyword. Shows which brands dominate organic and sponsored results, their combined/organic/sponsored SOV percentages, product counts, average price, and average rating. Useful for competitive landscape analysis.

Input parameters:

- `keyword` (string, required): Search keyword to analyze brand share for. Example: 'protein powder'
- `marketplace` (string): Amazon marketplace code. Defaults to 'us'.

## Diagnostics

Captured diagnostic sections: Provenance, Dependencies. The full working is on the page: https://verifymcp.io/servers/purahmanian-junglescout-mcp/junglescout-mcp#diagnostics

## Score history

- 2026-08-03: 76
- 2026-08-02: 76
- 2026-08-01: 20
- 2026-07-31: 5
- 2026-07-30: 28
- 2026-07-28: 46
- 2026-07-27: 24

## Links

- npm package: https://www.npmjs.com/package/junglescout-mcp
- Socket report: https://socket.dev/npm/package/junglescout-mcp
- Repository: https://github.com/purahmanian/junglescout-mcp
- Changelog RSS feed: https://verifymcp.io/servers/purahmanian-junglescout-mcp/junglescout-mcp/changelog.xml
- Changelog JSON feed: https://verifymcp.io/servers/purahmanian-junglescout-mcp/junglescout-mcp/changelog.json
- HTML version of this page: https://verifymcp.io/servers/purahmanian-junglescout-mcp/junglescout-mcp