# Physical AI Jobs

> Find robotics, humanoid and embodied AI jobs from PhysicalAI.jobs.

- name: jobs.physicalai/physical-ai-jobs
- version: 0.1.0
- connection class: R0 (autonomous)
- trust: 92/100
- quality: 100/100 (strong)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/jobs.physicalai%2Fphysical-ai-jobs
- tools: https://api.protogrid.dev/v1/servers/jobs.physicalai%2Fphysical-ai-jobs/tools

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

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "physical-ai-jobs": {
      "type": "http",
      "url": "https://www.physicalai.jobs/mcp"
    }
  }
}
```


## Trust

- hygiene: 100
- liveness: 99
- freshness: 85
- provenance: 85
- drivers: +repository +dns-namespace +website +reachable +uptime-97% ~updated-47d-ago
- 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 300000)

### 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`: 4 of 4 tools declare readOnlyHint or destructiveHint
- pass `tools.directory_hints`: every tool declares readOnlyHint, destructiveHint, idempotentHint and openWorldHint
- pass `tools.token_cost`: about 1,294 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`: no 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: 4, about 1,294 tokens to load them all
- tool set hash: c6a43d93eb168772e6fe052d86e86683
- badge: [![protogrid quality](https://protogrid.dev/badge/jobs.physicalai/physical-ai-jobs.svg)](https://protogrid.dev/servers/jobs.physicalai/physical-ai-jobs)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://www.physicalai.jobs/mcp (streamable-http, auth none, reachable true, uptime30d 0.9734513)

## Packages

_none_

## Tools (4)

- `get_job`: Retrieve additional sanitized public details for one PhysicalAI.jobs listing. Use this after search_jobs or latest_jobs when the user wants more information. The result links back to PhysicalAI.jobs and never exposes a hidden employer ATS URL.
- `latest_jobs`: Find the newest current Physical AI, robotics, humanoid, embodied AI, autonomy, manipulation, perception and controls jobs on PhysicalAI.jobs. Use this for recent-job or jobs-since-a-date questions.
- `search_companies`: Search public PhysicalAI.jobs company profiles and optionally restrict results to companies that currently have public live jobs. Use this for questions about robotics, humanoid or embodied AI companies and who is hiring.
- `search_jobs`: Search current robotics, humanoid, embodied AI and Physical AI roles from PhysicalAI.jobs by keyword, specialty, company, location, remote status and compensation. Use this when a user wants to discover or shortlist relevant jobs.