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AI-First Scraper

io.github.yubinkim444/ai-first-scraper-mcp·v1.0.1·Search
Quality Score
90
/100

Three MCP tools: fetch_page, fetch_pages_batch, search_web. Ad-free Markdown for AI agents.

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§00  Trust verdict · v1 advisory ·  method
UNVERIFIEDno verdict on file

Verdict not yet evaluated for this tool. The hybrid eval runs adversarial cases first; coverage rolls out as the corpus expands. Until a verdict is recorded, an agent should treat this tool as not-yet-cleared and fall back to its own checks. Method: hybrid eval, four-state verdict, honest limits.

§01  Install
Claude Desktop (uvx)
{
  "mcpServers": {
    "ai-first-scraper-mcp": {
      "command": "uvx",
      "args": [
        "ai-first-scraper-mcp"
      ],
      "env": {
        "SCRAPER_URL": "<scraper_url>",
        "SEARCH_URL": "<search_url>",
        "AFS_TIMEOUT": "<afs_timeout>"
      }
    }
  }
}
§02  Environment variables
SCRAPER_URL

URL of the ai-first-scraper instance to use. Default: https://ai-first-scraper.onrender.com

SEARCH_URL

URL of the ai-first-search instance to use. Default: https://ai-first-search.onrender.com

AFS_TIMEOUT

Upstream HTTP timeout in seconds. Default: 45

§03  MCP Quality Score  ·  methodology
freshness
25
completeness
15
installability
25
documentation
15
stability
10
§04  Alternatives in Search
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