Bocha Search MCP

Example Use Cases

• 1

  Fetch up-to-date web search results including titles, URLs, snippets, site names, icons and publish timestamps for grounding answers.

• 2

  Structured vertical data (weather, stocks, train schedules, medical, encyclopedia, etc.) as modal cards to answer time-sensitive or domain-specific queries accurately.

• 3

  Semantically ranked search results optimized for AI reasoning and generation using Transformer-based semantic sorting.

Description

Bocha Search MCP exposes Bocha's web and AI search capabilities to AI applications, returning web titles, URLs, snippets, timestamps, site metadata and domain-specific structured modal cards. It supports semantic ranking and multimodal search across billions of webpages and ecosystem content to improve answer quality and timeliness. The AI Search variant additionally recognizes query intent and returns dozens of vertical cards (e.g., weather, train, stock, medical, encyclopedia) to supply structured, time-sensitive data for downstream agents. The service requires an API Key and is intended for integration with agent platforms like Claude, Cursor, Python clients and others.