Avala MCP server
online · 100% uptimeio.github.avala-ai/avala·v1.0.0Read Physical AI datasets, projects, fleet and quality data. Requires authorized Avala access.
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If you have run it, two minutes of your experience saves the next person an afternoon.
Avala tools
Tool list not cached yet. `describe` through the gateway fetches it live.
Public scan report
scanner v0.1.10 · 2026-10-25 · same rubric, same numbers if you re-run it
- –Code scanremote-only server, no package to scann/a
- Live reliabilityremote reachable in 275ms (auth required)20/20
- –Tool poisoningtools not inspected (endpoint requires auth); not countedn/a
- Auth qualityOAuth resource metadata advertised on 40115/15
- Maintenancelast push 10 days ago15/15
- Maintainer identityregistry namespace matches repository owner; GitHub account older than a year9/10
How Avala compares
Against every graded MCP server, from our own scans and uptime checks. Updated after each scan run.
- Safety score
- 98/100
- higher than 99% of 48,243 servers
- Uptime
- 100%
- of our recent checks; the typical remote server answers 100%
- Response time
- 222 ms
- faster than 63% of 30,027 servers
Install Avala in Claude Code, Cursor or VS Code
claude mcp add --transport http avala https://mcp.avala.ai/mcp
What the publisher says
From the Avala repository's README, as published. We do not edit it. Read it on GitHub
Avala TypeScript SDK + MCP Server
Official TypeScript SDK and MCP server for the Avala API — 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
SDK Quick Start
npm install @avala-ai/sdkimport 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 AVALAAPIKEY 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
MCP Server
Shortened. The full README is on GitHub.
Nothing above is checked by us. What we check is on the safety report.
Avala: common questions
- Is Avala MCP server safe?
- Yes, by our scan: it is graded A (98/100). Read the Avala safety report
- How do I install Avala?
- It runs remotely at mcp.avala.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
- Does Avala need an API key?
- No key to paste: it signs you in with OAuth when your client connects.
- Is Avala maintained?
- The last commit was 22 days ago (2026-10-14). The latest release is v1.0.0.
- Is Avala up?
- 100% of our last 28 checks got an answer. We check remote servers about four times a day.
- How does Avala compare with other MCP servers?
- safety score 98/100 (higher than 99% of 48,243 servers); uptime 100% (of our recent checks; the typical remote server answers 100%); response time 222 ms (faster than 63% of 30,027 servers). Full comparison.