MCP ConfigsApr 6, 2026·2 min read

Airweave — Context Retrieval Layer for AI Agents, 50+ Integrations

Open-source context retrieval layer connecting AI agents to 50+ apps including Notion, Slack, GitHub, and Jira. Unified search API with MCP support.

MC
MCP Hub · Community
Quick Use

Use it first, then decide how deep to go

This block should tell both the user and the agent what to copy, install, and apply first.

Self-hosted (Docker):

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

Or use the hosted version at app.airweave.ai.


Intro

Airweave is an open-source context retrieval layer for AI agents and RAG systems with 6,200+ GitHub stars. It connects to 50+ apps (Notion, Slack, GitHub, Jira, Salesforce, and more), continuously syncs data, and exposes everything through a unified search API. Query via Python SDK, TypeScript SDK, REST API, or MCP — making it the single infrastructure layer between your data sources and AI agents.

Best for: teams building AI agents that need access to company data across multiple SaaS tools. Works with: Claude Code, any MCP client, LangChain, LlamaIndex. Setup time: under 5 minutes with Docker.


Airweave — Unified Data Layer for AI

Supported Integrations (50+)

Category Tools
Project Management Asana, Jira, Linear, Trello
Knowledge Notion, Confluence, Google Docs
Communication Slack, Discord, Gmail
Code GitHub, GitLab, Bitbucket
CRM Salesforce, HubSpot
Data Airtable, Google Sheets, Snowflake
Storage Google Drive, Dropbox, OneDrive
Support Zendesk, Intercom

Query Methods

# Python SDK
from airweave import Airweave
client = Airweave(api_key="your-key")
results = client.search("latest sprint tickets")
// TypeScript SDK
import { Airweave } from '@airweave/sdk';
const client = new Airweave({ apiKey: 'your-key' });
const results = await client.search('latest sprint tickets');

MCP Integration

Add to your .mcp.json:

{
  "mcpServers": {
    "airweave": {
      "url": "http://localhost:8080/mcp"
    }
  }
}

How It Works

  1. Connect — Authenticate with your SaaS tools via OAuth
  2. Sync — Airweave continuously indexes data from all connected sources
  3. Search — Query all sources through a single unified API
  4. Retrieve — Get relevant context for your AI agents with source attribution

FAQ

Q: What is Airweave? A: Airweave is an open-source context retrieval layer that connects AI agents to 50+ SaaS apps through a unified search API with continuous data syncing.

Q: Is Airweave free? A: Yes, it's open source under the MIT license. A hosted version is also available at app.airweave.ai.

Q: How do I connect Airweave to Claude Code? A: Self-host with Docker (./start.sh), then add the MCP endpoint to your .mcp.json configuration.


🙏

Source & Thanks

Created by airweave-ai. Licensed under MIT.

airweave — ⭐ 6,200+

Thank you for building the bridge between enterprise data and AI agents.

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