2025-10-01

• #0001

  #0001Agents & toolsHacker News · MCP Server8 months ago

  `Airweave` launches unified app search for agents via API and `MCP`

  60radar

  AirweaveSearch layer — unified indexing across SaaS and DBs

  Instead of wiring each SaaS tool separately, you get one retrieval layer over apps and databases. Useful when agents fail on missing context more than tool execution.

  • —Content is crawled via source APIs, then normalized, chunked, entity-linked, and indexed in a vector store plus Postgres metadata.
  • —Retrieval runs semantic search and BM25 in parallel, fuses with RRF, adds recency bias, then re-ranks for chunk-level citations or synthesized answers.
  • —The same surface ships as REST, Python/TS SDKs, and MCP, so one integration can serve app code and agent tooling together.
  • —Temporal handles sync orchestration like pagination, rate limits, schedules, and change detection, which cuts a lot of glue code for live data ingestion.

  Source: github.com/airweave-ai/airweaveRead original →