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Home/Servers/Avala

Avala

by io.github.avala-ai

Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Server URL
https://mcp.avala.ai/mcp
Provider
Add in Claude

Claude opens with the name and URL filled in. You still confirm it there.

Claude Code
claude mcp add --transport http io.github.avala-ai-avala https://mcp.avala.ai/mcp

Run in a terminal.

Claude Desktop
{
  "mcpServers": {
    "io.github.avala-ai-avala": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mcp.avala.ai/mcp"
      ]
    }
  }
}

claude_desktop_config.json

Step-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

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Questions

How do I install Avala?
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Avala need an API key?
No required environment variable is listed on this record.
What transport does Avala use?
Avala is reached over HTTP.
When was Avala last checked?
Last checked 2026-10-16. Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

Avala TypeScript SDK + MCP Server

Official TypeScript SDK and MCP server for the Avala API β€” the open Physical AI Data Platform. Programmatically manage sensor datasets (MCAP, LiDAR, video), annotation projects, exports, tasks, and fleet devices.

Note: This repository is a read-only mirror. To report bugs or request features, please open an issue. See CONTRIBUTING.md for details.

Packages

PackageVersionDescription
@avala-ai/sdk0.5.0TypeScript SDK for the Avala API
@avala-ai/mcp-server0.5.0MCP server for AI assistant integrations

SDK Quick Start

npm install @avala-ai/sdk
import Avala from "@avala-ai/sdk";

const avala = new Avala();  // reads AVALA_API_KEY env var

// List datasets
const page = await avala.datasets.list({ limit: 10 });
page.items.forEach(d => console.log(d.uid, d.name));

// Get a specific dataset
const dataset = await avala.datasets.get("dataset-uid");

// Create an export
const exp = await avala.exports.create({ project: "project-uid" });
console.log(exp.uid, exp.status);

// List tasks with filters
const tasks = await avala.tasks.list({ project: "project-uid", status: "completed" });

Authentication

The client reads your API key from the AVALA_API_KEY environment variable by default:

export AVALA_API_KEY="avk_your_api_key"

Or pass it explicitly:

const avala = new Avala({ apiKey: "avk_your_api_key" });

Delegated services may instead pass an OAuth access token issued specifically for the Avala API:

const avala = new Avala({ accessToken: apiAudienceAccessToken });

apiKey and accessToken are mutually exclusive. Do not pass an ID token or a token issued for another resource (for example, an MCP-server token); exchange it for an Avala API-audience token first.

Pagination

All .list() methods return a CursorPage with .items, .hasMore, and .nextCursor:

let page = await avala.datasets.list({ limit: 20 });

for (const dataset of page.items) {
  console.log(dataset.name);
}

if (page.hasMore) {
  const nextPage = await avala.datasets.list({ cursor: page.nextCursor });
}

Error Handling

import Avala, { AvalaError, NotFoundError, RateLimitError } from "@avala-ai/sdk";

try {
  const dataset = await avala.datasets.get("nonexistent");
} catch (e) {
  if (e instanceof NotFoundError) {
    console.log("Dataset not found");
  } else if (e instanceof RateLimitError) {
    console.log("Rate limited");
  } else if (e instanceof AvalaError) {
    console.log(`API error: ${e.message}`);
  }
}

Available Resources

ResourceMethodsDescription
avala.permissionsget()Discover the current credential's scopes, capabilities, and toolsets
avala.datasetslist(), get(uid)Browse and inspect datasets
avala.projectslist(), get(uid)Browse and inspect projects
avala.exportslist(), get(uid), create()Create and manage annotation exports
avala.taskslist(), get(uid)Browse tasks with project/status filters
avala.storageConfigslist(), create(), test(), delete()Manage cloud storage connections

MCP Server

The @avala-ai/mcp-server package provides an MCP server that lets AI assistants (Claude, etc.) interact with your Avala data.

npm install -g @avala-ai/mcp-server
avala-mcp-server

See MCP Setup Guide for configuration details.

Development

This is a Bun workspace. To get started (Node 20+ and npm are also required):

bun install --frozen-lockfile
bun run build
bun run test
bun run lint

bun run test includes bun run test:package: build both packages, pack them with npm, install the tarballs into a disposable directory outside the workspace, and initialize/list tools through the installed MCP executable using Node. This needs access to the public npm registry for third-party dependencies, but uses no real Avala credentials and makes no Avala API calls. The SDK and MCP versions and the MCP server's exact SDK dependency must match; npm does not rewrite workspace:* when packing.

Documentation

  • TypeScript SDK Guide
  • MCP Setup Guide
  • API Reference
  • Quickstart
  • Examples

License

MIT - see LICENSE for details.

How do I install Avala?
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Avala need an API key?
No required environment variable is listed on this record.
What transport does Avala use?
Avala is reached over HTTP.
When was Avala last checked?
Last checked 2026-10-16. Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.

No tool list yet. Remote servers get one after the first health check.

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