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  3. AI Docs Vector DB Hybrid Scraper
MCP server · RAG

AI Docs Vector DB Hybrid Scraper

· github.com/BjornMelin/ai-docs-vector-db-hybrid-scraper

Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers.

Unclaimed aicrawl4aidocumentation-ingestionfastapifirecrawlmcpqdrantragretrieval-augmented-generationvector-search
InstallView source
39Low

Scored yesterday · breakdown

About AI Docs Vector DB Hybrid Scraper

AI Docs Vector DB Hybrid Scraper is an MCP server in the RAG category: retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers. It has been installed 0 times through Conduid.

Install

Clone
git clone https://github.com/BjornMelin/ai-docs-vector-db-hybrid-scraper

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

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Security checks

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Questions

About AI Docs Vector DB Hybrid Scraper

How do I install AI Docs Vector DB Hybrid Scraper?

Run git clone https://github.com/BjornMelin/ai-docs-vector-db-hybrid-scraper, then add the server to your MCP client's configuration. Conduid has recorded 0 installs, so the command is known to work with current clients.

Is AI Docs Vector DB Hybrid Scraper safe to use with an AI agent?

Its trust score is 39 out of 100 (low). Conduid hasn't run static security checks on this repository yet, so review the source yourself before granting it credentials. It has no ConduID identity yet, so agent calls to it are not receipted.

Is AI Docs Vector DB Hybrid Scraper still maintained?

Conduid hasn't recorded a commit date for this repository yet. Check the repository directly for recent activity.