Website Data Indexing Core

Example Use Cases

• 1

  Ingest and index website content for semantic search.

• 2

  Keep website data fresh with incremental syncing and change detection.

• 3

  Perform semantic search queries across indexed website data.

Description

This MCP server provides a modular system of framework-agnostic core business logic for website data operations, including initial ingestion, incremental syncing, semantic indexing, and search capabilities. It supports multiple interface layers such as an MCP server protocol and a Next.js web app, enabling flexible integration and testing. The system ensures high data quality with similarity-based change detection, threshold-based deletion, and automatic retries, making it robust for managing website content at scale.