ENTRA Jobs

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io.github.dubaikseniia-wq/entra-mcpv0.4.0

Verified AI/tech jobs from company ATSs: search, fit matching, salary stats; employer job posting

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https://mcp.entracareers.com/mcp

Authorization (optional)

Optional — employer mode. Value "Bearer entra_live_…" with a key from https://entracareers.com/employer/profile?tab=api-keys. Omit for candidate tools.

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companies_hiring Read-only

Which companies are hiring for a role right now: aggregates ENTRA search results (up to 300 most recent roles) into companies with open-role counts, sample titles, latest post date, verified flag and profile URLs.

querystring, required

Role query, e.g. "AI engineer"

limitinteger

Max companies (default 15, max 25)

countrystring

ISO-2 country code or country name

remote_onlyboolean

Only remote roles

Tools (8)

companies_hiring

read-only

Argument	Type	Description
limit	integer	Max companies (default 15, max 25)
query*	string	Role query, e.g. "AI engineer"
country	string	ISO-2 country code or country name
remote_only	boolean	Only remote roles

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 25,
      "minimum": 1,
      "description": "Max companies (default 15, max 25)"
    },
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Role query, e.g. \"AI engineer\""
    },
    "country": {
      "type": "string",
      "description": "ISO-2 country code or country name"
    },
    "remote_only": {
      "type": "boolean",
      "description": "Only remote roles"
    }
  },
  "additionalProperties": false
}

get_job

Full details of one ENTRA job by id: description, requirements, skills, salary band, company, apply link.

read-only

Argument	Type	Description
job_id*	string	Job id from search_jobs / match_jobs

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "job_id"
  ],
  "properties": {
    "job_id": {
      "type": "string",
      "description": "Job id from search_jobs / match_jobs"
    }
  },
  "additionalProperties": false
}

list_companies

List companies hiring on ENTRA (OpenAI, Anthropic, SpaceX, Stripe and 300+ more) with open-role counts and profile links.

read-only

Argument	Type	Description
limit	integer	Max results (default 20)
query	string	Filter by company name

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 50,
      "minimum": 1,
      "description": "Max results (default 20)"
    },
    "query": {
      "type": "string",
      "description": "Filter by company name"
    }
  },
  "additionalProperties": false
}

match_jobs

AI matching, live: pass resume_text (free text) or skills[] plus optional target_role / remote_only / country / min_salary. Extracts skills, role and seniority deterministically, runs 2–4 searches, dedupes and ranks with an explainable fit_score (0–100), why[], matched_skills, skill_gaps, salary and a qualitative interview_chance_hint. ENTRA finds and ranks; the human applies.

read-only

Argument	Type	Description
limit	integer	Max matches (default 10, max 20)
skills	array	Key skills if you have no resume text, e.g. ["python","llm","rag"]
country	string	ISO-2 country code or country name
min_salary	number	Minimum ANNUAL salary in USD
remote_only	boolean	Only remote roles
resume_text	string	Free-text resume / profile (≤8000 chars). Skills, role and seniority are extracted deterministically.
target_role	string	Target role, e.g. "machine learning engineer" (overrides the role detected in resume_text)

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 20,
      "minimum": 1,
      "description": "Max matches (default 10, max 20)"
    },
    "skills": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "maxItems": 50,
      "description": "Key skills if you have no resume text, e.g. [\"python\",\"llm\",\"rag\"]"
    },
    "country": {
      "type": "string",
      "description": "ISO-2 country code or country name"
    },
    "min_salary": {
      "type": "number",
      "minimum": 0,
      "description": "Minimum ANNUAL salary in USD"
    },
    "remote_only": {
      "type": "boolean",
      "description": "Only remote roles"
    },
    "resume_text": {
      "type": "string",
      "maxLength": 8000,
      "description": "Free-text resume / profile (≤8000 chars). Skills, role and seniority are extracted deterministically."
    },
    "target_role": {
      "type": "string",
      "description": "Target role, e.g. \"machine learning engineer\" (overrides the role detected in resume_text)"
    }
  },
  "additionalProperties": false
}

match_profile

Backward-compatible alias of match_jobs: skills[] (+ role_hint, remote_only, limit) → ranked verified roles with fit explanation.

read-only

Argument	Type	Description
limit	integer
skills*	array	Key skills / technologies, e.g. ["python","llm","rag"]
role_hint	string	Target role, e.g. "ML engineer"
remote_only	boolean

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "skills"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "maximum": 15,
      "minimum": 1
    },
    "skills": {
      "type": "array",
      "items": {
        "type": "string"
      },
      "minItems": 1,
      "description": "Key skills / technologies, e.g. [\"python\",\"llm\",\"rag\"]"
    },
    "role_hint": {
      "type": "string",
      "description": "Target role, e.g. \"ML engineer\""
    },
    "remote_only": {
      "type": "boolean"
    }
  },
  "additionalProperties": false
}

prepare_application

Prepare an application for an ENTRA job: returns the direct apply link and a short checklist. The human reviews and applies — no auto-submission.

read-only

Argument	Type	Description
job_id*	string	Job id from search_jobs / match_jobs

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "job_id"
  ],
  "properties": {
    "job_id": {
      "type": "string",
      "description": "Job id from search_jobs / match_jobs"
    }
  },
  "additionalProperties": false
}

salary_stats

Salary statistics for a role query from ENTRA listings that publish a band (up to 150 most recent): count_with_salary, min / p25 / median / p75 / max per currency (annualized; USD reported as USD-equivalent, other currencies as-is), top 5 companies by count. Listed bands only — no estimates.

read-only

Argument	Type	Description
query*	string	Role query, e.g. "machine learning engineer"
country	string	ISO-2 country code or country name
experience	string	Experience level
remote_only	boolean	Only remote roles

Input schema (JSON)

{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "query"
  ],
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "description": "Role query, e.g. \"machine learning engineer\""
    },
    "country": {
      "type": "string",
      "description": "ISO-2 country code or country name"
    },
    "experience": {
      "enum": [
        "no_experience",
        "1_3_years",
        "3_6_years",
        "6_plus_years"
      ],
      "type": "string",
      "description": "Experience level"
    },
    "remote_only": {
      "type": "boolean",
      "description": "Only remote roles"
    }
  },
  "additionalProperties": false
}

search_jobs

Search thousands of verified AI & tech jobs on ENTRA (aggregated directly from company hiring systems — zero ghost jobs). Filters: work location, country, company, annual salary, experience, posted_within_days. rank_by date | salary | fit (fit needs profile_keywords). Returns total_found and live roles with salary bands and apply links.

read-only

Argument	Type	Description
limit	integer	Max results (default 10, max 50)
query*	string	Free-text search, e.g. "machine learning engineer"
remote	boolean	Shorthand for work_location="remote"
company	string	Company slug or name, e.g. "openai" or "Stripe"
country	string	ISO-2 country code (US, GB, DE, AE…) or country name
rank_by	string	date (default) · salary (listed bands only, high→low) · fit (needs profile_keywords)
experience	string	Experience level
salary_min	number	Minimum ANNUAL salary (default currency USD; ENTRA converts other currencies)

{ "type": "object", "$schema": "http://json-schema.org/draft-07/schema#", "required": [ "query" ], "properties": { "limit": { "type": "integer", "maximum": 50, "minimum": 1, "description": "Max results (default 10, max 50)" }, "query": { "type": "string", "minLength": 1, "description": "Free-text search, e.g. \"machine learning engineer\"" }, "remote": { "type": "boolean", "description": "Shorthand for work_location=\"remote\"" }, "company": { "type": "string", "description": "Company slug or name, e.g. \"openai\" or \"Stripe\"" }, "country": { "type": "string", "description": "ISO-2 country code (US, GB, DE, AE…) or country name" }, "rank_by": { "enum": [ "date", "salary", "fit" ], "type": "string", "description": "date (default) · salary (listed bands only, high→low) · fit (needs profile_keywords)" }, "experience": { "enum": [ "no_experience", "1_3_years", "3_6_years", "6_plus_years" ], "type": "string", "description": "Experience level" }, "salary_min": { "type": "number", "minimum": 0, "description": "Minimum ANNUAL salary (default currency USD; ENTRA converts other currencies)" }, "work_location": { "enum": [ "remote", "onsite", "hybrid" ], "type": "string", "description": "Filter by work location" }, "sort_by_salary": { "type": "boolean", "description": "Deprecated — use rank_by=\"salary\"" }, "salary_currency": { "type": "string", "maxLength": 3, "minLength": 3, "description": "Currency for salary_min (default USD)" }, "profile_keywords": { "type": "array", "items": { "type": "string" }, "maxItems": 30, "description": "Candidate skills for rank_by=\"fit\", e.g. [\"python\",\"pytorch\",\"llm\"]" }, "posted_within_days": { "type": "integer", "maximum": 365, "minimum": 1, "description": "Only roles published in the last N days" } }, "additionalProperties": false }