# RobotTraining.jobs

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

- name: jobs.robottraining/robot-training-jobs
- version: 1.0.0
- connection class: R0 (autonomous)
- trust: 83/100 flags: no-repository
- quality: 100/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/jobs.robottraining%2Frobot-training-jobs
- tools: https://api.protogrid.dev/v1/servers/jobs.robottraining%2Frobot-training-jobs/tools

**An agent can connect right now, no human step.** Remote endpoint, no authentication, reachable on the last probe.

## Connection (mcpServers)

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


## Trust

- hygiene: 80
- liveness: 100
- freshness: 100
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-100% +updated-8d-ago -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 100/100 (strong)

### protocol: 100 (weight 25)

- pass `protocol.modern`: supports 2026-07-28 (server/discover)
- pass `protocol.stateless`: answers without a session
- pass `protocol.transport`: streamable HTTP
- pass `protocol.list_ttl`: tool list is cacheable (ttlMs 3600000)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 100 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- pass `tools.annotations`: 3 of 3 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 787 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: 100 (weight 15)

- pass `stability.changes`: 2 tool changes in 30 days
- pass `stability.rug_pull`: no tool changed its meaning under the same name

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 3, about 787 tokens to load them all
- tool set hash: 4a7efd3d4436c8e4be8b0aefe1303cfd
- tools last changed: 2026-10-20T18:03:33.464Z
- badge: [![protogrid quality](https://protogrid.dev/badge/jobs.robottraining/robot-training-jobs.svg)](https://protogrid.dev/servers/jobs.robottraining/robot-training-jobs)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

- 2026-10-20 `get_robot_training_pay` changed (description, inputSchema)
  - before: 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.
  - after: 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.
- 2026-10-20 `search_robot_training_jobs` changed (description, inputSchema)
  - before: Search the open robot training jobs (paid work piloting, teaching, recording for and testing robots, autonomous vehicles and drones) across about 60 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.
  - after: Search the open robot training jobs (paid work piloting, teaching, recording for and testing robots, autonomous vehicles and drones) across about 70 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.

Full history: https://api.protogrid.dev/v1/servers/jobs.robottraining%2Frobot-training-jobs/changes

## Remotes

- https://robottraining.jobs/api/mcp (streamable-http, auth none, reachable true, uptime30d 1)

## Packages

_none_

## Tools (3)

- `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 70 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.