RobotTraining.jobs MCP Server

by robottraining Your server? Claim it

not responding

RobotTraining.jobs is listed as active in the registry but did not answer our last check. It exposes 3 tools.

Search open robot training jobs (teleoperation, data collection, AV and drone tests) and their pay.

Uptime history 27 days of history · worst day 0%

27 days agonow

15.4%

Uptime 24h

14 of 91 checks

Tools

read from the server

545 ms

Response time

average over 24h

open, no key

Access

streamable-http

What changed 3

Every tool that appeared, vanished or quietly changed what it asks for. Recorded since 25 October 2026. No other catalogue keeps this.

25 Oct 2 tools changed the parameters they ask for get_robot_training_pay, search_robot_training_jobs

25 Oct a tool description was rewritten get_robot_training_pay

RobotTraining.jobs does not always answer

Over the last week it answered 13.6% of our checks. We check every 15 minutes, so you hear about the next outage within the hour — not from your users.

Connect this server

Endpoint below is the one we actually reach during checks — not the one copied from a README. Last verified 12 min ago.

Claude Code Claude Desktop Codex Cursor VS Code

run in your terminal

claude mcp add robot-training-jobs --transport http https://robottraining.jobs/api/mcp

Settings → Connectors → Add custom connector, then paste this address

https://robottraining.jobs/api/mcp

~/.codex/config.toml

[mcp_servers.robot-training-jobs]
url = "https://robottraining.jobs/api/mcp"

.cursor/mcp.json

{
  "mcpServers": {
    "robot-training-jobs": {
      "url": "https://robottraining.jobs/api/mcp"
    }
  }
}

.vscode/mcp.json

{
  "servers": {
    "robot-training-jobs": {
      "type": "http",
      "url": "https://robottraining.jobs/api/mcp"
    }
  }
}

Available tools 3

Read directly from the server with tools/list, grouped by what they act on. If a tool disappears, we record the date.

robot

get_robot_training_market

How many robot training jobs are open right now, how many were listed in the last 7 days, and the open roles by kind of work and by employer (with each employer's slug for search_robot_training_jobs). Optionally scoped to the roles open to applicants in one country.

get_robot_training_pay

What robot training work pays per hour today, by kind of work: the median and the typical range (25th to 75th percentile) of the rates open roles advertise, with how many rates and employers each figure comes from. A rate is shown only when at least three employers advertise it. Name a kind of work to have its figure first.

search_robot_training_jobs

Search the open robot training jobs (paid work piloting, teaching, recording for and testing robots, autonomous vehicles and drones) across about 100 employers and programs such as Tesla, Figure, Waymo, Zipline, micro1 and Claru. Returns each role's title, employer, kind of work, advertised pay, where it is open and a link to apply on RobotTraining.jobs. All filters are optional.

Endpoints

URL	Transport	State	Latency	Checked
https://robottraining.jobs/api/mcp	streamable-http	answering	98 ms	12 min ago

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RobotTraining.jobs — questions

Answers built from our own checks of this server.

What can RobotTraining.jobs do?

It exposes 3 tools, read directly from the server on our last check. Among them: get_robot_training_market, get_robot_training_pay, search_robot_training_jobs. The full list with descriptions is on this page — we take it from the server itself via tools/list, not from a README. How MCP servers expose tools in the first place →

Is RobotTraining.jobs working right now?

We send a real MCP handshake every 15 minutes. Over the last 24 hours 14 of 91 checks got a reply (15.4%), average response time 545 ms. The bar chart above shows every period we have measured.

The registry lists RobotTraining.jobs as active — why does it not respond?

The official MCP registry stores what the author submitted; it does not verify that the server still runs. We check the endpoint ourselves, and this one does not answer. Catalogues that copy the registry without checking will show it as working.

How do I connect RobotTraining.jobs?

Copy the ready config from this page. We generate it for Claude Code, Claude Desktop, Codex, Cursor and VS Code, each in the form that client actually reads. It is a remote server, so there is nothing to install — the client connects to the address.

Does RobotTraining.jobs need an API key?

No. RobotTraining.jobs completed a full MCP handshake with us as an anonymous client and listed its tools without asking for anything. All 3 of them are readable on this page. This is what we observed, not what the docs claim.

How fast is RobotTraining.jobs?

It answers our handshake in 545 ms on average, which is faster than 21% of all working MCP servers we measure. That is on the slow side — worth knowing if the tool sits inside an interactive loop. The comparison comes from our own checks across the whole registry, every 15 minutes.