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Airweave

Open-Source Tool That Lets Agents Search Any App

Airweave is an open-source tool that lets agents search any app. It connects to productivity tools, databases, or document stores and transforms their contents into searchable knowledge bases for agents.
Active Founders
Lennert Jansen
Lennert Jansen
Founder
building Airweave
Rauf Akdemir
Rauf Akdemir
Founder
Building Airweave, the dev tool that turns any app into agent knowledge.
Airweave
Founded:2025
Batch:Spring 2025
Team Size:3
Status:
Active
Location:San Francisco
Primary Partner:Aaron Epstein
Company Launches
Airweave - Let Agents Search Any App
See original launch post

TL;DR: Airweave transforms app data into agent-ready knowledge.

šŸŽ¬ Demo

Check out our demo below to see Airweave’s G-Drive and Slack search in action used by Claude Desktop, showcasing how Airweave outperforms Anthropic’s own built-in Google Drive connector ā¤µļø

https://youtu.be/XkC5z0AkW8E

āŒ The Problem

  • Agents struggle with vague or informal requestsĀ likeĀ ā€Resolve that one Asana ticket about auth configsā€ or ā€œcancel Alex’s Stripe payment for Taylor Swift ticketsā€
  • Typically, then agents hallucinate when they can't find data, or rely on inefficient chains of function calls
  • MCP encourages agent-app interactions, but MCP servers alone don’t make workspaces semantically searchable

āœ… Our Solution: Airweave

  • Airweave connects to productivity tools, databases, or document stores makes their contents searchable for agents
  • Bottom line:Ā Your agent gets a simple search endpoint. Your users get reliable, personalized experiences

Features

  • Open-Source
  • Simple yet powerful search interfaceĀ via REST or MCP
  • MCP-compatible: Turn any app into a semantically searchable MCP server
  • Python & TypeScript SDKs
  • Connect to your agent to your favorite apps like Google Drive, Gmail, Outlook, Google Calendar, HubSpot, Notion, Jira, Slack, Dropbox, Stripe, Github, etc.
  • White-Labeled Multi-Tenancy to provide OAuth2-based integration across user accounts with secure boundaries
  • File Handling: Supported formats: DOCX, PDF, PPTX, XLSX, HTML, TXT, PNG, JPEG

Examples of How Customers Use Airweave:

  • Legal AI assistants searching Google Drive/OneDrive to give accurate Perplexity-like answers
  • Agents for engineering managers scanning GitHub, Notion, and Jira to understand codebases and draft design docs
  • Compliance agents verifying marketing materials against current Dropbox financial data in regulated industries

šŸ¤ The Team

Lennert and Rauf met in uni 7 years ago, and have been friends since. Lennert did AI research at Amazon and IBM, and has been working with LLMs since 2020. Rauf is a CS grad and worked as a Data Platform Engineer at fast-growing startups and large enterprise.

šŸ“¢ Our Asks: