Summary
Connects Claude directly to your Airweave collections so you can search across synced data from 50+ sources using natural language. Instead of building separate integrations for GitHub, Notion, Jira, Google Drive, and everything else, you point Airweave at your data sources once and then query everything through a single search interface. The MCP server exposes search operations that let Claude retrieve context from your connected apps on demand. Useful when you're building agents that need grounded, up-to-date information from multiple tools without maintaining a mess of API clients and sync jobs. Works with both Airweave Cloud and self-hosted instances.
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →
Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →
Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →
On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
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Tools
Public tool metadata for what this MCP can expose to an agent.
2 tools
web_search_previewPurpose: Perform web searches and return results in an LLM-friendly format and with parameters tuned for LLMs.2 params
Purpose: Perform web searches and return results in an LLM-friendly format and with parameters tuned for LLMs.
Parameters* required
objectivestringNatural-language description of what the web search is trying to find.
Try to make the search objective atomic, looking for a specific piece of information. May include guidance about preferred sources or freshness.
search_queriesarrayList of keyword search queries of 3-6
words, which may include search operators. The search queries should be related to the
objective. Limited to 3 entries of 100 characters each.
web_fetchPurpose: Fetch and extract relevant content from specific web URLs. Ideal Use Cases: - Extracting content from specific URLs you've already identified - Exploring URLs returned by a web search in greater depth2 params
Purpose: Fetch and extract relevant content from specific web URLs. Ideal Use Cases: - Extracting content from specific URLs you've already identified - Exploring URLs returned by a web search in greater depth
Parameters* required
urlsarrayList of URLs to extract content from. Must be valid
HTTP/HTTPS URLs. Maximum 10 URLs per request.
objectivevalueNatural-language description of what
information you're looking for from the URLs. Limit to 200 characters.
Open-source context retrieval layer for AI agents and RAG systems.
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
- Connect your apps, databases, and documents (50+ integrations)
- Airweave syncs, indexes, and exposes your data through a unified retrieval layer
- Agents query Airweave via our SDKs, REST API, MCP, or native integrations with popular agent frameworks
- Agents retrieve relevant, grounded context on demand
Quickstart
Cloud-hosted: app.airweave.ai
Self-hosted
git clone https://github.com/airweave-ai/airweave.git
cd airweave
./start.sh
Requires Docker and docker-compose
Supported Integrations
SDKs
pip install airweave-sdk # Python
npm install @airweave/sdk # TypeScript
from airweave import AirweaveSDK
client = AirweaveSDK(api_key="YOUR_API_KEY")
results = client.collections.search.instant(
readable_id="my-collection",
query="Find recent failed payments"
)
CLI
Search collections, manage sources, and trigger syncs from your terminal:
pip install airweave-cli
airweave auth login
airweave search "quarterly revenue figures" --collection finance-data
The CLI outputs rich interactive results in your terminal and clean JSON when piped — making it work for both developers and AI agents.
Tech Stack
- Frontend: React/TypeScript with ShadCN
- Backend: FastAPI (Python)
- Databases: PostgreSQL (metadata), Vespa (vectors)
- Workers: Temporal (orchestration), Redis (pub/sub)
- Deployment: Docker Compose (dev), Kubernetes (prod)
Contributing
We welcome contributions! See our Contributing Guide.
License
Featured
Keep your Mac awake while Claude Code and 40+ AI agents run. Sleeps when they're idle.
One time payment $9 →Integrate web data into your AI product. One API to scrape website & brand data.
Get API Key Now →Agent, run crypto. Access onchain data & trade routes via 1inch.
Install now →On Capafy, your Skill runs online 24/7 as an agent product, and you get paid every time someone uses it.
Start earning →Configuration
AIRWEAVE_API_KEY*secretYour Airweave API key for authentication
AIRWEAVE_COLLECTION*The Airweave collection to search
AIRWEAVE_BASE_URLAirweave API base URL (defaults to https://api.airweave.ai)
Categories
Registryactive
Packageairweave-mcp-search
TransportSTDIO, HTTP
AuthRequired
UpdatedApr 7, 2026
