{
  "markdown": "# smart-crawler MCP\n\nE-commerce competitor intelligence, VOC review sentiment, Amazon ASIN analysis,\nGoogle Shopping landscape, on-demand URL scraping, and Reddit subreddit growth\nplaybooks — exposed to AI agents as a hosted [Model Context Protocol](https://modelcontextprotocol.io) server.\n\n- **Endpoint:** `https://smartcrawler.io/mcp/` (streamable-http)\n- **Auth:** `Authorization: Bearer sck_...` — generate a key in the smart-crawler console\n- **Registry:** [`io.github.shulex-voc/smart-crawler`](https://registry.modelcontextprotocol.io)\n\n> This repository hosts the public MCP manifest for the smart-crawler service.\n> It is the discovery/connection entry point — the service itself is hosted.\n\n## Connect\n\n### Claude Code\n\n```bash\nexport SMARTCRAWLER_API_KEY=sck_...\nclaude mcp add --scope user --transport http smart-crawler \\\n  https://smartcrawler.io/mcp/ \\\n  --header \"Authorization: Bearer $SMARTCRAWLER_API_KEY\"\n```\n\n`--scope user` makes the server visible in every project. Without it,\n`claude mcp add` defaults to *local* scope (only the current directory), a common\n\"I added it but `/mcp` is empty\" pitfall. Verify with `claude mcp list` or `/mcp`.\n\n### Codex (`~/.codex/config.toml`)\n\n```toml\n[mcp_servers.smart-crawler]\nurl = \"https://smartcrawler.io/mcp/\"\nbearer_token_env_var = \"SMARTCRAWLER_API_KEY\"\n```\n\n### Any MCP client\n\nPoint your client at `https://smartcrawler.io/mcp/` over streamable-http and send\nyour API key as a Bearer token. See [`mcp.json`](./mcp.json) for the full tool list\nand [`server.json`](./server.json) for the registry manifest.\n\n## Tools (highlights)\n\n| Tool | What it does |\n|------|--------------|\n| `reddit_subreddit_playbook` | Full growth playbook for a subreddit's top contributors |\n| `search_competitor_products` | Search competitor catalog by brand / country / keyword / price |\n| `get_voc_reviews` | Consumer VOC reviews from Trustpilot / Reviews.io / Google Maps |\n| `amazon_voc_report` | Amazon ASIN reviews + AI VOC analysis (pain points, listing tips) |\n| `competitor_landscape` | Google Shopping merchant-share ranking for a keyword |\n| `scrape_url` | One-URL scrape with short-lived agent memory |\n| `query_warehouse` | Warehouse-first natural-language query (0 credits) |\n\nFull list in [`mcp.json`](./mcp.json).\n\n## License\n\nMIT\n",
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  "repo_slug": "shulex-voc/smart-crawler",
  "fonte": "repo",
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  "api": "https://agentalog.com/api/listings/mcp_io_github_shulex_voc_smart_crawler_2c228eef/readme"
}