MCP.Market

Smart Crawler MCP server

online · 100% uptime
by shulex-voc·io.github.shulex-voc/smart-crawler·v0.2.1

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

B73/100grade B
What users say
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Safety scan
B73/100

full report

Adoption
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0 stars

Reviews

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If you have run it, two minutes of your experience saves the next person an afternoon.

Smart Crawler tools

Tool list not cached yet. `describe` through the gateway fetches it live.

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings
  • –Code scanremote-only server, no package to scann/a
  • Live reliabilityremote reachable in 143ms (auth required)20/20
  • –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
  • Auth qualityauth enforced (unknown)9/15
  • Maintenancelast push 111 days ago8/15
  • Maintainer identityregistry namespace matches repository owner7/10
Overall 73/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

How Smart Crawler compares

Against every graded E-commerce MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score
73/100
higher than 47% of 2,174 E-commerce servers
Uptime
100%
of our recent checks; the typical remote E-commerce server answers 100%
Response time
615 ms
faster than 24% of 1,527 E-commerce servers

Install Smart Crawler in Claude Code, Cursor or VS Code

claude mcp add --transport http smart-crawler https://smartcrawler.io/mcp/
Add to Cursor

What the publisher says

From the Smart Crawler repository's README, as published. We do not edit it. Read it 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

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)

[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)

Full list in mcp.json.

License

MIT

Nothing above is checked by us. What we check is on the safety report.

Smart Crawler: common questions

Is Smart Crawler MCP server safe?
Mostly: it is graded B (73/100). Read the Smart Crawler safety report
How do I install Smart Crawler?
It runs remotely at smartcrawler.io. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does Smart Crawler need an API key?
Yes. The registry entry asks for Authorization.
Is Smart Crawler maintained?
The last commit was 149 days ago (2026-06-08). The latest release is v0.2.1.
Is Smart Crawler up?
100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of Smart Crawler?
Servers from other publishers that do the same job: Analook — Competitor Intelligence MCP server, Trends MCP server and Scavio MCP server.
How does Smart Crawler compare with other E-commerce MCP servers?
safety score 73/100 (higher than 47% of 2,174 E-commerce servers); uptime 100% (of our recent checks; the typical remote E-commerce server answers 100%); response time 615 ms (faster than 24% of 1,527 E-commerce servers). Full comparison.

Alternatives to Smart Crawler

Same job from other publishers: the closest match first, then the best rated.

  • Analook — Competitor Intelligence
    Competitor intelligence for AI agents — SEO, traffic, social, Product Hunt, pricing, AI insights.
    B
  • Trends MCP
    Trend data from Google Trends, YouTube, TikTok, Reddit, Amazon, Wikipedia, npm, Steam and more
    A
  • Scavio
    Structured web data from 58 platforms: Google, ChatGPT, Gemini, YouTube, Amazon, Reddit, TikTok
    A
  • Apify
    Extract data from any website with thousands of scrapers, crawlers, and automations on Apify Store ⚡
    A
  • Sessy — Amazon SES observability
    Read-only Amazon SES observability: search events, inspect bounces, pull delivery stats.
    A