io.github.shulex-voc/smart-crawler

Official8 toolsLive

by shulex-voc

E-commerce competitor intelligence, VOC sentiment, Amazon ASIN analysis, Reddit growth playbooks.

The MCP server io.github.shulex-voc/smart-crawler provides tooling for e-commerce competitor intelligence, VOC sentiment analysis, Amazon ASIN analysis, and Reddit growth playbooks. It is packaged as an MCP server with 8 available tools, supporting developer workflows that need these specific data capabilities.

🛠️ Key Features

E-commerce competitor intelligence
VOC sentiment analysis
Amazon ASIN analysis
Reddit growth playbooks

🚀 Use Cases

Analyze competitor positioning in e-commerce
Evaluate VOC sentiment
Examine performance or attributes tied to Amazon ASINs
Support Reddit growth strategy planning

⚡ Developer Benefits

Access via an MCP server with 8 tools
Focused functionality aligned to competitor intelligence and platform-specific analysis

⚠️ Limitations

Tool scope is limited to the capabilities listed in the provided description (no additional features or data sources were specified)

Declared in the repository manifest (mcp.json). Not verified against a live endpoint.

reddit_subreddit_playbook

Generate a full growth playbook for top N contributors of any subreddit. Pipeline: find contributors → fetch post/comment history → LLM analysis → structured playbook (growth timeline, content formula, 5-step replicable path).

Parameters2

subreddit	string	required	Subreddit name without r/
top_n	integer	optional	Number of top contributors to analyze

Raw schema

{
  "type": "object",
  "properties": {
    "subreddit": {
      "type": "string",
      "description": "Subreddit name without r/"
    },
    "top_n": {
      "type": "integer",
      "default": 3,
      "description": "Number of top contributors to analyze"
    }
  },
  "required": [
    "subreddit"
  ]
}

reddit_top_contributors

Find top N contributors in a subreddit ranked by post count × score. Returns username, karma, account age, and post stats.

Parameters2

subreddit	string	required
top_n	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "subreddit": {
      "type": "string"
    },
    "top_n": {
      "type": "integer",
      "default": 3
    }
  },
  "required": [
    "subreddit"
  ]
}

reddit_user_activity

Fetch complete post + comment history for a Reddit user. Returns profile stats, top posts, monthly activity timeline. Includes deleted posts via Arctic Shift archive.

Parameters4

username	string	required
subreddit	string	optional	Filter to specific subreddit (optional)
post_limit	integer	optional
comment_limit	integer	optional

Raw schema

{
  "type": "object",
  "properties": {
    "username": {
      "type": "string"
    },
    "subreddit": {
      "type": "string",
      "description": "Filter to specific subreddit (optional)"
    },
    "post_limit": {
      "type": "integer",
      "default": 100
    },
    "comment_limit": {
      "type": "integer",
      "default": 100
    }
  },
  "required": [
    "username"
  ]
}

search_competitor_products

Search competitor product catalog. Filter by brand (SONGMICS/Costway/Homary/Vidaxl), country, keyword, category, price range, or promotion status.

Parameters

No parameters.

get_voc_reviews

Fetch consumer VOC reviews from Trustpilot/Reviews.io/Google Maps. Filter by platform, sentiment, rating.

Parameters

No parameters.

amazon_voc_report

Fetch Amazon reviews for an ASIN and generate AI VOC analysis: sentiment, pain points, highlights, listing optimization suggestions.

Parameters

No parameters.

competitor_landscape

Google Shopping competitive landscape for a keyword — merchant share rankings.

Parameters

No parameters.

list_data_sources

List all available data sources: 46 competitor sites + review platforms + Google Shopping.

Parameters

No parameters.

Install

Tools (8)

reddit_subreddit_playbookreddit_top_contributorsreddit_user_activitysearch_competitor_productsget_voc_reviewsamazon_voc_reportcompetitor_landscapelist_data_sources

Remote endpoint

Streamable HTTP

Hosted server - connect over the network, no local install.

url

https://smartcrawler.io/mcp/

Add to VS Code Add to Cursor

claude_desktop_config.json

json

{
  "mcpServers": {
    "smart-crawler": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://smartcrawler.io/mcp/"
      ]
    }
  }
}

Desktop config is stdio-only; this bridges via mcp-remote. Native remote: Settings > Connectors.

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

reddit_subreddit_playbook

reddit_top_contributors

reddit_user_activity

search_competitor_products

get_voc_reviews

amazon_voc_report

competitor_landscape

list_data_sources

Install

Remote endpoint

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