Context7
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Description from the maker (original English)
MCP server for searching Airweave collections with natural language queries.
These three are never merged into one score: opinions, measurements and popularity are different things.
We have not written a plain-language summary for this one yet. Below are the facts we read from the registry.
Pick the AI app you use, then copy the settings.
AIRWEAVE_API_KEY, AIRWEAVE_COLLECTION, AIRWEAVE_BASE_URL, X-API-Key, X-Collection-Readable-IDValues marked secret are keys to your account. Never share them or paste them into a chat.
You need
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This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Open Claude Desktop → Settings → Developer → Edit Config, and paste this into claude_desktop_config.json
{
"mcpServers": {
"search": {
"command": "npx",
"args": [
"-y",
"airweave-mcp-search"
],
"env": {
"AIRWEAVE_API_KEY": "your-value",
"AIRWEAVE_COLLECTION": "your-value",
"AIRWEAVE_BASE_URL": "your-value"
}
}
}
}Run this in your terminal
claude mcp add --transport http search https://mcp.airweave.ai/mcp --header 'X-API-Key: your-value' --header 'X-Collection-Readable-ID: your-value'claude mcp add search --env AIRWEAVE_API_KEY=your-value --env AIRWEAVE_COLLECTION=your-value --env AIRWEAVE_BASE_URL=your-value -- npx -y airweave-mcp-searchFill in the empty values before running it.
Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"search": {
"url": "https://mcp.airweave.ai/mcp",
"headers": {
"X-API-Key": "your-value",
"X-Collection-Readable-ID": "your-value"
}
}
}
}Paste into .cursor/mcp.json in your project, or ~/.cursor/mcp.json
{
"mcpServers": {
"search": {
"command": "npx",
"args": [
"-y",
"airweave-mcp-search"
],
"env": {
"AIRWEAVE_API_KEY": "your-value",
"AIRWEAVE_COLLECTION": "your-value",
"AIRWEAVE_BASE_URL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
Paste into .vscode/mcp.json in your project
{
"servers": {
"search": {
"type": "http",
"url": "https://mcp.airweave.ai/mcp",
"headers": {
"X-API-Key": "your-value",
"X-Collection-Readable-ID": "your-value"
}
}
}
}Paste into .vscode/mcp.json in your project
{
"servers": {
"search": {
"type": "stdio",
"command": "npx",
"args": [
"-y",
"airweave-mcp-search"
],
"env": {
"AIRWEAVE_API_KEY": "your-value",
"AIRWEAVE_COLLECTION": "your-value",
"AIRWEAVE_BASE_URL": "your-value"
}
}
}
}Your browser asks to open the app, then the app shows the settings and asks you to confirm. Key values are left empty for you to fill in.
This address needs a key in a request header, which the add-connector menu cannot set. Use Claude Code, Cursor or VS Code instead.
Your choice stays on this device in a cookie; no account needed.
AIRWEAVE_BASE_URL envX-API-Key secret required HTTP headerX-Collection-Readable-ID required HTTP headerThese settings are generated from the maker’s registry entry. If the README says otherwise, follow the README.
We have not read this server’s tool list yet; we check endpoints in rotation.
We check information anyone can see; we have not read the code. Checks that do not apply are left out of the count. · Checked Nov 9, 2026
The registry name was verified with the GitHub account airweave-ai, which owns the repo
We have not read this repo from GitHub yet
We have not read this repo from GitHub yet
Not checked yet; we check endpoints in rotation
Not checked yet; we check endpoints in rotation
Not checked yet; we read the tool list when we check the endpoint
Compared with every active server in this category in the registry. Stars count only when the publisher owns the repo.
It passed 1 of 1 applicable basic checks. We have not read the code. Before adding a key or token, see what access the server asks for and use a key with only the permissions you need.
You need to fill in: AIRWEAVE_API_KEY, AIRWEAVE_COLLECTION, X-API-Key, X-Collection-Readable-ID
Either way works: install it on your computer or connect to the cloud version.
The GitHub repo last changed –, and the latest version (0.9.62) reached the registry 7 months ago.
Apps that support MCP, such as Claude Desktop, Claude Code, Cursor and VS Code. It connects by URL, so apps that accept remote MCP servers work too, such as ChatGPT in developer mode.
In the same category: Context7, Codebase Memory, Exa
Servers in the same category from other makers, sorted by stars.
Reading a card:↓ Downloads per weeki★ GitHub starsiThree pillars: reviews · checks · usageiUpdated = latest version published to the registryi
Feeds AI the latest docs for libraries and frameworks before it answers, so code it writes does not use outdated, removed functions.
Codebase knowledge graph for AI agents — 162 languages, sub-ms queries, 99% fewer tokens.
Connect AI agents to Exa for web search, content fetching, and multi-step research.
Copied from the maker’s repo as written. PopNx MCP has not reviewed or endorsed it. HTML, images and scripts are removed. Links lead off this site.
Open-source context retrieval layer for AI agents and RAG systems.
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.
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.
git clone https://github.com/airweave-ai/airweave.git
cd airweave ./start.sh
→ http://localhost:8080
Requires Docker and docker-compose
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" )
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.
We welcome contributions! See our Contributing Guide.
MIT License
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