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ai-docs-vector-db-hybrid-scraper
Retrieval-augmented docs ingestion stack: Firecrawl + Crawl4AI + Qdrant vector search with FastAPI and MCP interfaces for AI engineers.
11stars
3forks
Python
aicrawl4aidocumentation-ingestionfastapifirecrawlmcpqdrantragretrieval-augmented-generationvector-search
Quality signals
StaleNo testsNo CIThin docsNo licenseNew
InstallMCP + SKILLInstall as a Claude Code skill
Universal installANY TOOL
$ npx skillcity@latest BjornMelin/ai-docs-vector-db-hybrid-scraperAuto-detects the skill or MCP server in this repo and installs it for Claude Code, Codex, Cursor, Cline, OpenCode, Gemini CLI, Anti-Gravity, OpenClaw and Hermes.
Requires Node.js 18+ (ships with npx).
Or install manually
# Install into ~/.claude/skills/ mkdir -p ~/.claude/skills/ai-docs-vector-db-hybrid-scraper curl -fsSL https://raw.githubusercontent.com/BjornMelin/ai-docs-vector-db-hybrid-scraper/main/SKILL.md -o ~/.claude/skills/ai-docs-vector-db-hybrid-scraper/SKILL.md
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Ask a simulated agent to run this skill. It loads the real SKILL.md and reasons over your task with NVIDIA.
ai-docs-vector-db-hybrid-scraper — sandboxAI sandbox
Pick a quick prompt below or type your own — watch the agent execute this skill step by step.
guest@skillcity:~$Try a prompt