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  1. Home
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  3. Smart Crawler
  4. README

Smart Crawler README

The full upstream README, mirrored here for reference. Install config, tool schemas, adoption signals, and an original overview live on the Smart Crawler listing page.

Back to Smart Crawler View source on GitHub

smart-crawler MCP

E-commerce competitor intelligence, VOC review sentiment, Amazon ASIN analysis, Google Shopping landscape, on-demand URL scraping, and Reddit subreddit growth playbooks — exposed to AI agents as a hosted Model Context Protocol server.

  • Endpoint: https://smartcrawler.io/mcp/ (streamable-http)
  • Auth: Authorization: Bearer sck_... — generate a key in the smart-crawler console
  • Registry: io.github.shulex-voc/smart-crawler

This repository hosts the public MCP manifest for the smart-crawler service. It is the discovery/connection entry point — the service itself is hosted.

Connect

Claude Code

server.ts
export SMARTCRAWLER_API_KEY=sck_...
claude mcp add --scope user --transport http smart-crawler \
  https://smartcrawler.io/mcp/ \
  --header "Authorization: Bearer $SMARTCRAWLER_API_KEY"

--scope user makes the server visible in every project. Without it, claude mcp add defaults to local scope (only the current directory), a common "I added it but /mcp is empty" pitfall. Verify with claude mcp list or /mcp.

Codex (~/.codex/config.toml)

toml
[mcp_servers.smart-crawler]
url = "https://smartcrawler.io/mcp/"
bearer_token_env_var = "SMARTCRAWLER_API_KEY"

Any MCP client

Point your client at https://smartcrawler.io/mcp/ over streamable-http and send your API key as a Bearer token. See mcp.json for the full tool list and server.json for the registry manifest.

Tools (highlights)

ToolWhat it does
reddit_subreddit_playbookFull growth playbook for a subreddit's top contributors
search_competitor_productsSearch competitor catalog by brand / country / keyword / price
get_voc_reviewsConsumer VOC reviews from Trustpilot / Reviews.io / Google Maps
amazon_voc_reportAmazon ASIN reviews + AI VOC analysis (pain points, listing tips)
competitor_landscapeGoogle Shopping merchant-share ranking for a keyword
scrape_urlOne-URL scrape with short-lived agent memory
query_warehouseWarehouse-first natural-language query (0 credits)

Full list in mcp.json.

License

MIT