Airweave Search

MCP server for searching Airweave collections with natural language queries.

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Install

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README

<p align="center">
  <a href="https://app.airweave.ai" target="_blank" rel="noopener noreferrer">
    <picture>
      <source media="(prefers-color-scheme: dark)" srcset="frontend/public/logo-airweave-darkbg.svg"/>
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</p>

<p align="center">Open-source context retrieval layer for AI agents and RAG systems.</p>

<p align="center">
  <a href="https://app.airweave.ai" target="_blank"><img src="https://img.shields.io/badge/Airweave_Cloud-0066FF" alt="Airweave Cloud"></a>
  <a href="https://docs.airweave.ai" target="_blank"><img src="https://img.shields.io/badge/Docs-0066FF" alt="Documentation"></a>
  <a href="https://x.com/airweave_ai" target="_blank"><img src="https://img.shields.io/twitter/follow/airweave_ai?style=social" alt="Twitter"></a>
  <a href="https://cursor.com/link/prompt?text=Help%20me%20set%20up%20Airweave%20locally.%20Follow%20these%20steps%3A%0A%0A1.%20First%2C%20verify%20Docker%20is%20installed%20and%20running%3A%0A%20%20%20docker%20--version%0A%20%20%20docker%20info%0A%0A2.%20Clone%20the%20repository%3A%0A%20%20%20git%20clone%20https%3A%2F%2Fgithub.com%2Fairweave-ai%2Fairweave.git%0A%20%20%20cd%20airweave%0A%0A3.%20Start%20Airweave%3A%0A%20%20%20.%2Fstart.sh%0A%0A4.%20The%20script%20will%20automatically%3A%0A%20%20%20-%20Create%20.env%20from%20.env.example%0A%20%20%20-%20Generate%20required%20secrets%20%28ENCRYPTION_KEY%2C%20STATE_SECRET%29%0A%20%20%20-%20Start%20all%20services%20with%20health%20checks%0A%20%20%20-%20Optionally%20prompt%20for%20OpenAI%2FMistral%20API%20keys%0A%0A5.%20Wait%20for%20all%20services%20to%20be%20healthy%20%28this%20may%20take%202-3%20minutes%20on%20first%20run%29%0A%0A6.%20Verify%20the%20app%20is%20accessible%20at%20http%3A%2F%2Flocalhost%3A8080%0A%0AIf%20there%20are%20any%20errors%2C%20help%20me%20troubleshoot%20them.%20Common%20issues%3A%0A-%20Port%20already%20in%20use%20%288080%2C%208001%2C%205432%2C%206333%2C%206379%2C%207233%2C%208081%2C%208088%29%0A-%20Docker%20not%20running%0A-%20Check%20logs%3A%20docker%20logs%20airweave-backend%20or%20docker%20logs%20airweave-frontend%0A%0AUseful%20commands%3A%0A-%20.%2Fstart.sh%20--restart%20%28restart%20services%29%0A-%20.%2Fstart.sh%20--skip-frontend%20%28backend%20only%29%0A-%20.%2Fstart.sh%20--destroy%20%28clean%20up%20everything%29"><img src="https://img.shields.io/badge/Set%20Up%20with-Cursor-000000?logo=cursor&logoColor=white" alt="Set Up with Cursor"></a>
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  <a href="https://github.com/airweave-ai/airweave/actions/workflows/code-quality.yml"><img src="https://github.com/airweave-ai/airweave/actions/workflows/code-quality.yml/badge.svg" alt="Code Quality"></a>
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  <a href="https://pepy.tech/projects/airweave-sdk"><img src="https://static.pepy.tech/badge/airweave-sdk" alt="PyPI Downloads"></a>
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<p align="center">
  <video width="100%" src="https://github.com/user-attachments/assets/995e4a36-3f88-4d8e-b401-6ca43db0c7bf" controls></video>
</p>

### What is Airweave?
Airweave connects to your apps, tools, and databases, continuously syncs their data, and exposes it through a unified, LLM-friendly search interface. AI agents query Airweave to retrieve relevant, grounded, up-to-date context from multiple sources in a single request.

### Where it fits
Airweave sits between your data sources and AI systems as shared retrieval infrastructure. It handles authentication, ingestion, syncing, indexing, and retrieval so you don't have to rebuild fragile pipelines for every agent or integration.

### How it works
1. **Connect** your apps, databases, and documents (50+ integrations)
2. **Airweave** syncs, indexes, and exposes your data through a unified retrieval layer
3. **Agents query** Airweave via our SDKs, REST API, MCP, or native integrations with popular agent frameworks
4. **Agents retrieve** relevant, grounded context on demand

## Quickstart

### Cloud-hosted: [app.airweave.ai](https://app.airweave.ai)

<a href="https://app.airweave.ai"><img src="https://img.shields.io/badge/Open_Airweave_Cloud-0066FF" alt="Open Airweave Cloud"></a>

### Self-hosted

```bash
git clone https://github.com/airweave-ai/airweave.git
cd airweave
./start.sh
```

→ http://localhost:8080

> Requires Docker and docker-compose

## Supporte