AI_Vector_db_Scrapper

MCP Tool

CodeVoyager15/AI_Vector_db_Scrapper

🚀 Hybrid AI documentation scraping system combining Crawl4AI (bulk) + Firecrawl MCP (on-demand) with Qdrant vector database for Claude Desktop/Code integration. Ultra-fast, cost-effective documentation search for developers.

Install

$ npx loaditout add CodeVoyager15/AI_Vector_db_Scrapper

Platform-specific configuration:

.claude/settings.json

{
  "mcpServers": {
    "AI_Vector_db_Scrapper": {
      "command": "npx",
      "args": [
        "-y",
        "AI_Vector_db_Scrapper"
      ]
    }
  }
}

Add the config above to .claude/settings.json under the mcpServers key.

Reviews

Loading reviews...

Quality Signals

Stars

Installs

Last updated217 days ago

Security: B

Safety

Risk Levelmedium

Data Access

read

Network Accessnone

Details

Sourcegithub-crawl

Last commit9/8/2025

View on GitHub→

Embed Badge

[![Loaditout](https://loaditout.ai/api/badge/CodeVoyager15/AI_Vector_db_Scrapper)](https://loaditout.ai/skills/CodeVoyager15/AI_Vector_db_Scrapper)