Physical AI Jobs
Find robotics, humanoid and embodied AI jobs from PhysicalAI.jobs.
Should I use this
Quality & Safety
A
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
~2,294Tokens (tool definitions)
~6.2 KBTypical response size
Moderate attention impact (1.79% of 128k context)
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"physical-ai-jobs": {
"url": "https://www.physicalai.jobs/mcp"
}
}
}Remote endpoints
https://www.physicalai.jobs/mcpstreamable-httpWhat it can do
Tool inventory
Tools (4)
🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢search_jobs(category, company, country, currency, cursor, ...)
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.
Input Schema
{
"type": "object",
"properties": {
"category": {
"description": "Public PhysicalAI.jobs category slug or name.",
"maxLength": 120,
"type": "string"
},
"company": {
"description": "PhysicalAI.jobs company slug or company name.",
"maxLength": 120,
"type": "string"
},
"country": {
"description": "Country name, country slug, or two-letter country code.",
"maxLength": 120,
"type": "string"
},
"currency": {
"description": "V1 salary thresholds use normalized annual USD compensation.",
"enum": [
"USD"
],
"type": "string"
},
"cursor": {
"description": "Opaque next_cursor returned by a previous call with identical filters.",
"maxLength": 1024,
"type": "string"
},
"employment_type": {
"enum": [
"full-time",
"part-time",
"contract",
"internship",
"temporary"
],
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"type": "integer"
},
"location": {
"description": "Location text such as California, Taipei, or San Carlos.",
"maxLength": 120,
"type": "string"
},
"min_salary": {
"description": "Minimum comparable annual salary in USD.",
"maximum": 5000000,
"minimum": 1,
"type": "integer"
},
"query": {
"description": "Keywords or specialty, for example robotics controls, humanoid, perception, or VLA.",
"maxLength": 200,
"type": "string"
},
"remote": {
"description": "True for remote-only results; false for onsite or hybrid results.",
"type": "boolean"
},
"since": {
"description": "Only jobs published at or after this ISO 8601 date-time.",
"format": "date-time",
"type": "string"
},
"sort": {
"description": "Use salary_desc only when comparing jobs with usable compensation data.",
"enum": [
"relevance",
"newest",
"salary_desc"
],
"type": "string"
},
"tags": {
"description": "Public PhysicalAI.jobs specialty/tag slugs or names.",
"items": {
"maxLength": 120,
"type": "string"
},
"maxItems": 10,
"type": "array"
}
},
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"count": {
"minimum": 0,
"type": "integer"
},
"jobs": {
"items": {
"additionalProperties": false,
"properties": {
"canonical_url": {
"format": "uri",
"type": "string"
},
"category": {
"properties": {
"name": {
"type": [
"string",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"company": {
"properties": {
"name": {
"type": [
"string",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"employment_type": {
"type": [
"string",
"null"
]
},
"id": {
"type": "integer"
},
"location": {
"properties": {
"country": {
"type": [
"string",
"null"
]
},
"country_code": {
"type": [
"string",
"null"
]
},
"display": {
"type": [
"string",
"null"
]
},
"region": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"location_type": {
"type": [
"string",
"null"
]
},
"open_url": {
"format": "uri",
"type": "string"
},
"published_at": {
"type": [
"string",
"null"
]
},
"remote": {
"type": "boolean"
},
"salary": {
"properties": {
"currency": {
"type": [
"string",
"null"
]
},
"max": {
"type": [
"integer",
"null"
]
},
"min": {
"type": [
"integer",
"null"
]
},
"period": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
},
"summary": {
"type": [
"string",
"null"
]
},
"tags": {
"items": {
"type": "string"
},
"type": "array"
},
"title": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"title",
"canonical_url",
"open_url"
],
"type": "object"
},
"type": "array"
},
"next_cursor": {
"type": [
"string",
"null"
]
}
},
"required": [
"jobs",
"count"
],
"additionalProperties": false
}🟢get_job(id)
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.
Input Schema
{
"type": "object",
"properties": {
"id": {
"anyOf": [
{
"minimum": 1,
"type": "integer"
},
{
"pattern": "^[1-9][0-9]*$",
"type": "string"
}
],
"description": "Stable public job ID returned by PhysicalAI.jobs."
}
},
"required": [
"id"
],
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"canonical_url": {
"format": "uri",
"type": "string"
},
"category": {
"properties": {
"name": {
"type": [
"string",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"company": {
"properties": {
"name": {
"type": [
"string",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"employment_type": {
"type": [
"string",
"null"
]
},
"id": {
"type": "integer"
},
"location": {
"properties": {
"country": {
"type": [
"string",
"null"
]
},
"country_code": {
"type": [
"string",
"null"
]
},
"display": {
"type": [
"string",
"null"
]
},
"region": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"location_type": {
"type": [
"string",
"null"
]
},
"open_url": {
"format": "uri",
"type": "string"
},
"published_at": {
"type": [
"string",
"null"
]
},
"remote": {
"type": "boolean"
},
"salary": {
"properties": {
"currency": {
"type": [
"string",
"null"
]
},
"max": {
"type": [
"integer",
"null"
]
},
"min": {
"type": [
"integer",
"null"
]
},
"period": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
},
"summary": {
"type": [
"string",
"null"
]
},
"tags": {
"items": {
"type": "string"
},
"type": "array"
},
"title": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"title",
"canonical_url",
"open_url"
],
"additionalProperties": false
}🟢latest_jobs(category, company, country, currency, cursor, ...)
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.
Input Schema
{
"type": "object",
"properties": {
"category": {
"description": "Public PhysicalAI.jobs category slug or name.",
"maxLength": 120,
"type": "string"
},
"company": {
"description": "PhysicalAI.jobs company slug or company name.",
"maxLength": 120,
"type": "string"
},
"country": {
"description": "Country name, country slug, or two-letter country code.",
"maxLength": 120,
"type": "string"
},
"currency": {
"description": "V1 salary thresholds use normalized annual USD compensation.",
"enum": [
"USD"
],
"type": "string"
},
"cursor": {
"description": "Opaque next_cursor returned by a previous call with identical filters.",
"maxLength": 1024,
"type": "string"
},
"employment_type": {
"enum": [
"full-time",
"part-time",
"contract",
"internship",
"temporary"
],
"type": "string"
},
"limit": {
"default": 20,
"maximum": 50,
"minimum": 1,
"type": "integer"
},
"location": {
"description": "Location text such as California, Taipei, or San Carlos.",
"maxLength": 120,
"type": "string"
},
"min_salary": {
"description": "Minimum comparable annual salary in USD.",
"maximum": 5000000,
"minimum": 1,
"type": "integer"
},
"remote": {
"description": "True for remote-only results; false for onsite or hybrid results.",
"type": "boolean"
},
"since": {
"description": "Only jobs published at or after this ISO 8601 date-time.",
"format": "date-time",
"type": "string"
},
"tags": {
"description": "Public PhysicalAI.jobs specialty/tag slugs or names.",
"items": {
"maxLength": 120,
"type": "string"
},
"maxItems": 10,
"type": "array"
}
},
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"count": {
"minimum": 0,
"type": "integer"
},
"jobs": {
"items": {
"additionalProperties": false,
"properties": {
"canonical_url": {
"format": "uri",
"type": "string"
},
"category": {
"properties": {
"name": {
"type": [
"string",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"company": {
"properties": {
"name": {
"type": [
"string",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"employment_type": {
"type": [
"string",
"null"
]
},
"id": {
"type": "integer"
},
"location": {
"properties": {
"country": {
"type": [
"string",
"null"
]
},
"country_code": {
"type": [
"string",
"null"
]
},
"display": {
"type": [
"string",
"null"
]
},
"region": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"location_type": {
"type": [
"string",
"null"
]
},
"open_url": {
"format": "uri",
"type": "string"
},
"published_at": {
"type": [
"string",
"null"
]
},
"remote": {
"type": "boolean"
},
"salary": {
"properties": {
"currency": {
"type": [
"string",
"null"
]
},
"max": {
"type": [
"integer",
"null"
]
},
"min": {
"type": [
"integer",
"null"
]
},
"period": {
"type": [
"string",
"null"
]
}
},
"type": [
"object",
"null"
]
},
"slug": {
"type": [
"string",
"null"
]
},
"summary": {
"type": [
"string",
"null"
]
},
"tags": {
"items": {
"type": "string"
},
"type": "array"
},
"title": {
"type": [
"string",
"null"
]
}
},
"required": [
"id",
"title",
"canonical_url",
"open_url"
],
"type": "object"
},
"type": "array"
},
"next_cursor": {
"type": [
"string",
"null"
]
}
},
"required": [
"jobs",
"count"
],
"additionalProperties": false
}🟢search_companies(cursor, hiring_only, limit, query)
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.
Input Schema
{
"type": "object",
"properties": {
"cursor": {
"description": "Pagination token returned by a previous call with identical filters.",
"maxLength": 1024,
"type": "string"
},
"hiring_only": {
"default": false,
"type": "boolean"
},
"limit": {
"default": 10,
"maximum": 20,
"minimum": 1,
"type": "integer"
},
"query": {
"maxLength": 200,
"type": "string"
}
},
"additionalProperties": false
}Output Schema
{
"type": "object",
"properties": {
"companies": {
"items": {
"additionalProperties": false,
"properties": {
"active_job_count": {
"minimum": 0,
"type": "integer"
},
"canonical_url": {
"format": "uri",
"type": "string"
},
"description": {
"type": [
"string",
"null"
]
},
"industry": {
"type": [
"string",
"null"
]
},
"location": {
"type": [
"string",
"null"
]
},
"name": {
"type": [
"string",
"null"
]
},
"open_url": {
"format": "uri",
"type": "string"
},
"slug": {
"type": [
"string",
"null"
]
}
},
"required": [
"name",
"slug",
"active_job_count",
"canonical_url",
"open_url"
],
"type": "object"
},
"type": "array"
},
"count": {
"minimum": 0,
"type": "integer"
},
"next_cursor": {
"type": [
"string",
"null"
]
}
},
"required": [
"companies",
"count"
],
"additionalProperties": false
}Recommended Prompts
search_research
Search for information about [topic] using Physical AI Jobs
Expected tools:
search_jobsfind_specific
Find [specific item] using Physical AI Jobs
Expected tools:
search_jobsretrieve_data
Get details about [item] from Physical AI Jobs
Expected tools:
get_jobfetch_info
Fetch [information type] using Physical AI Jobs
Expected tools:
get_jobresearch_workflow
Search for [topic], then get detailed information about the top results using Physical AI Jobs
Expected tools:
search_jobsget_jobCommunity
Evidence
Recent observations
verifiedversion not recorded4 tools
verifiedversion not recorded4 tools