CareerGenius

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Fact-checked resume tailoring, cover letters, interview prep and keyword gaps for a job posting.

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Call this server's tools from your browser. Nothing to install.

https://api.careergenius.org/mcp

Authorization (optional)

Optional. Bearer <key> from a CareerGenius Premium account's Account page. Without a key, the free tier applies.

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

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careergenius_cover_letter Read-only

Writes a cover letter (or a short hiring-manager letter) from the resume for one posting. Every sentence is checked against the resume; unsupported sentences are removed and counted by reason. Returns only a letter, never other text. Review before use. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key).

on_behalf_ofobject, required

Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).

kindstring

resumeobject

Structured resume. Only what the person really has done: every output is checked against it.

job_urlstring

A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.

job_titlestring

resume_textstring

company_namestring

posting_textstring

The job posting text (preferred).

applicant_namestring

idempotency_keystring

Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored.

Try it

Call this server's tools from your browser. Nothing to install.

https://api.careergenius.org/mcp

Authorization (optional)

Optional. Bearer <key> from a CareerGenius Premium account's Account page. Without a key, the free tier applies.

Requests go through mcptry because browsers can't call most MCP servers directly. Header values are sent to the server for that request only and are never stored or logged.

Tool list from our last check. Connect live to refresh it.

careergenius_cover_letter Read-only

on_behalf_ofobject, required

Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).

kindstring

resumeobject

Structured resume. Only what the person really has done: every output is checked against it.

job_urlstring

A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.

job_titlestring

resume_textstring

company_namestring

posting_textstring

The job posting text (preferred).

applicant_namestring

idempotency_keystring

Tools (7)

careergenius_cover_letter

read-only

Argument	Type	Description
kind	any
resume	object	Structured resume. Only what the person really has done: every output is checked against it.
job_url	string	A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.
job_title	string
resume_text	string
company_name	string
on_behalf_of*	object	Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).
posting_text	string	The job posting text (preferred).
applicant_name	string
idempotency_key	string	Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored.

Input schema (JSON)

{
  "type": "object",
  "required": [
    "on_behalf_of"
  ],
  "properties": {
    "kind": {
      "enum": [
        "cover-letter",
        "hiring-manager-letter"
      ]
    },
    "resume": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string",
          "maxLength": 120
        },
        "skills": {
          "type": "array",
          "items": {
            "type": "string",
            "maxLength": 80
          },
          "maxItems": 80
        },
        "summary": {
          "type": "string",
          "maxLength": 3000
        },
        "headline": {
          "type": "string",
          "maxLength": 120
        },
        "sections": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "items": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "title": {
                "type": "string"
              }
            }
          },
          "maxItems": 6
        },
        "education": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "field": {
                "type": "string"
              },
              "degree": {
                "type": "string"
              },
              "school": {
                "type": "string"
              },
              "details": {
                "type": "array",
                "items": {
                  "type": "string"
                }
              },
              "end_date": {
                "type": "string"
              },
              "start_date": {
                "type": "string"
              }
            }
          },
          "maxItems": 8
        },
        "experience": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "title": {
                "type": "string"
              },
              "bullets": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 600
                },
                "maxItems": 15
              },
              "current": {
                "type": "boolean"
              },
              "employer": {
                "type": "string"
              },
              "end_date": {
                "type": "string"
              },
              "location": {
                "type": "string"
              },
              "start_date": {
                "type": "string"
              }
            }
          },
          "maxItems": 15
        }
      },
      "description": "Structured resume. Only what the person really has done: every output is checked against it."
    },
    "job_url": {
      "type": "string",
      "maxLength": 2048,
      "description": "A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused."
    },
    "job_title": {
      "type": "string",
      "maxLength": 120
    },
    "resume_text": {
      "type": "string",
      "maxLength": 30000
    },
    "company_name": {
      "type": "string",
      "maxLength": 120
    },
    "on_behalf_of": {
      "type": "object",
      "required": [
        "human_requested",
        "resume_is_theirs"
      ],
      "properties": {
        "human_requested": {
          "const": true
        },
        "resume_is_theirs": {
          "const": true
        }
      },
      "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)."
    },
    "posting_text": {
      "type": "string",
      "maxLength": 30000,
      "description": "The job posting text (preferred)."
    },
    "applicant_name": {
      "type": "string",
      "maxLength": 120
    },
    "idempotency_key": {
      "type": "string",
      "pattern": "^[A-Za-z0-9._:-]{8,128}$",
      "description": "Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored."
    }
  }
}

careergenius_interview_prep

Likely interview questions for one job posting, each with an answer outline built ONLY from the resume: every point cites the resume line it comes from and passed the CareerGenius fact check (no invented experience; failing points are removed and listed by reason). Resume as plain text, a PDF/DOCX file (base64) or structured JSON. Counts one call and uses the AI cap. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key). Without a key the whole request is limited to 96 KB.

read-only

Argument	Type	Description
links	array
resume	object	Structured resume. Only what the person really has done: every output is checked against it.
contact	object
job_url	string	A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.
resume_file	object
resume_text	string	A pasted plain-text resume. Read by a fixed layout parser (no AI, nothing added); section headings (Summary, Experience, Education, Skills) help.
on_behalf_of*

careergenius_keyword_gap

Lists the keywords a job posting asks for (named tools, products, credentials, plus any you supply) and which of them the resume shows or does not show. Deterministic, no AI. Not a score and not a prediction of screening or interview outcomes. Without a key: one of the conversation's 10 free keyword/PDF calls. job_url needs a key.

read-only

Argument	Type	Description
resume	object	Structured resume. Only what the person really has done: every output is checked against it.
job_url	string	A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.
keywords	array
resume_text	string
on_behalf_of*	object	Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).
posting_text	string	The job posting text (preferred).
idempotency_key	string	Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored.

careergenius_render_resume_docx

The same resume layout as an editable Word (.docx) file, for a person who wants to change it before sending. Returns the file as an embedded resource (base64); nothing is stored. No AI. Counts one call of the monthly allowance. Without a key: one of the conversation's 10 free keyword/PDF calls.

read-only

Argument	Type	Description
resume*	object	The resume content, exactly as it should appear. Nothing is added, reworded or checked: this tool only lays it out. At most 45,000 characters of JSON.
template	any	classic (serif, centred header) or modern (sans-serif, left-aligned). Default classic.
page_size	any	Default letter.
on_behalf_of*	object	Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).

Input schema (JSON)

{
  "type": "object",
  "required": [
    "on_behalf_of",
    "resume"
  ],
  "properties": {
    "resume": {
      "type": "object",
      "required": [
        "contact"
      ],
      "properties": {
        "links": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "url"
            ],
            "properties": {
              "url": {
                "type": "string",
                "maxLength": 300
              },
              "label": {
                "type": "string",
                "maxLength": 40
              }
            },
            "additionalProperties": false
          },
          "maxItems": 5,
          "description": "http(s) only; printed as text, never as clickable links."
        },
        "skills": {
          "type": "array",
          "items": {
            "type": "string",
            "maxLength": 80
          },
          "maxItems": 80
        },
        "contact": {
          "type": "object",
          "required": [
            "name"
          ],
          "properties": {
            "name": {
              "type": "string",
              "maxLength": 120
            },
            "email": {
              "type": "string",
              "maxLength": 254
            },
            "phone": {
              "type": "string",
              "maxLength": 40
            },
            "headline": {
              "type": "string",
              "maxLength": 160
            },
            "location": {
              "type": "string",
              "maxLength": 120
            }
          },
          "additionalProperties": false
        },
        "summary": {
          "type": "string",
          "maxLength": 3000,
          "description": "Line breaks start new paragraphs."
        },
        "sections": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "title"
            ],
            "properties": {
              "items": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 600
                },
                "maxItems": 15
              },
              "title": {
                "type": "string",
                "maxLength": 120
              }
            },
            "additionalProperties": false
          },
          "maxItems": 6,
          "description": "Other sections (projects, volunteering, awards ...), printed as titled bullet lists."
        },
        "education": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "school"
            ],
            "properties": {
              "field": {
                "type": "string",
                "maxLength": 160
              },
              "degree": {
                "type": "string",
                "maxLength": 160
              },
              "school": {
                "type": "string",
                "maxLength": 160
              },
              "details": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 300
                },
                "maxItems": 6
              },
              "end_date": {
                "type": "string",
                "maxLength": 25
              },
              "location": {
                "type": "string",
                "maxLength": 120
              },
              "start_date": {
                "type": "string",
                "maxLength": 25
              }
            },
            "additionalProperties": false
          },
          "maxItems": 8
        },
        "experience": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "title"
            ],
            "properties": {
              "title": {
                "type": "string",
                "maxLength": 160
              },
              "bullets": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 600
                },
                "maxItems": 15
              },
              "current": {
                "type": "boolean"
              },
              "employer": {
                "type": "string",
                "maxLength": 160
              },
              "end_date": {
                "type": "string",
                "maxLength": 25
              },
              "location": {
                "type": "string",
                "maxLength": 120
              },
              "start_date": {
                "type": "string",
                "maxLength": 25
              }
            },
            "additionalProperties": false
          },
          "maxItems": 15
        },
        "certifications": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "name"
            ],
            "properties": {
              "date": {
                "type": "string",
                "maxLength": 25
              },
              "name": {
                "type": "string",
                "maxLength": 200
              },
              "issuer": {
                "type": "string",
                "maxLength": 160
              }
            },
            "additionalProperties": false
          },
          "maxItems": 20
        }
      },
      "description": "The resume content, exactly as it should appear. Nothing is added, reworded or checked: this tool only lays it out. At most 45,000 characters of JSON.",
      "additionalProperties": false
    },
    "template": {
      "enum": [
        "classic",
        "modern"
      ],
      "description": "classic (serif, centred header) or modern (sans-serif, left-aligned). Default classic."
    },
    "page_size": {
      "enum": [
        "letter",
        "a4"
      ],
      "description": "Default letter."
    },
    "on_behalf_of": {
      "type": "object",
      "required": [
        "human_requested",
        "resume_is_theirs"
      ],
      "properties": {
        "human_requested": {
          "const": true
        },
        "resume_is_theirs": {
          "const": true
        }
      },
      "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)."
    }
  },
  "additionalProperties": false
}

careergenius_render_resume_pdf

Lays out a structured resume as a clean, single-column, ATS-readable PDF (real selectable text, embedded fonts, no images, no tables, no clickable links), letter or A4, at most 3 pages. Returns the file as an embedded resource (base64); nothing is stored. No AI: the text is printed exactly as sent. Counts one call of the monthly allowance. Without a key: one of the conversation's 10 free keyword/PDF calls.

read-only

Argument	Type	Description
resume*	object	The resume content, exactly as it should appear. Nothing is added, reworded or checked: this tool only lays it out. At most 45,000 characters of JSON.
template	any	classic (serif, centred header) or modern (sans-serif, left-aligned). Default classic.
page_size	any	Default letter.
on_behalf_of*	object	Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).

Input schema (JSON)

{
  "type": "object",
  "required": [
    "on_behalf_of",
    "resume"
  ],
  "properties": {
    "resume": {
      "type": "object",
      "required": [
        "contact"
      ],
      "properties": {
        "links": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "url"
            ],
            "properties": {
              "url": {
                "type": "string",
                "maxLength": 300
              },
              "label": {
                "type": "string",
                "maxLength": 40
              }
            },
            "additionalProperties": false
          },
          "maxItems": 5,
          "description": "http(s) only; printed as text, never as clickable links."
        },
        "skills": {
          "type": "array",
          "items": {
            "type": "string",
            "maxLength": 80
          },
          "maxItems": 80
        },
        "contact": {
          "type": "object",
          "required": [
            "name"
          ],
          "properties": {
            "name": {
              "type": "string",
              "maxLength": 120
            },
            "email": {
              "type": "string",
              "maxLength": 254
            },
            "phone": {
              "type": "string",
              "maxLength": 40
            },
            "headline": {
              "type": "string",
              "maxLength": 160
            },
            "location": {
              "type": "string",
              "maxLength": 120
            }
          },
          "additionalProperties": false
        },
        "summary": {
          "type": "string",
          "maxLength": 3000,
          "description": "Line breaks start new paragraphs."
        },
        "sections": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "title"
            ],
            "properties": {
              "items": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 600
                },
                "maxItems": 15
              },
              "title": {
                "type": "string",
                "maxLength": 120
              }
            },
            "additionalProperties": false
          },
          "maxItems": 6,
          "description": "Other sections (projects, volunteering, awards ...), printed as titled bullet lists."
        },
        "education": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "school"
            ],
            "properties": {
              "field": {
                "type": "string",
                "maxLength": 160
              },
              "degree": {
                "type": "string",
                "maxLength": 160
              },
              "school": {
                "type": "string",
                "maxLength": 160
              },
              "details": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 300
                },
                "maxItems": 6
              },
              "end_date": {
                "type": "string",
                "maxLength": 25
              },
              "location": {
                "type": "string",
                "maxLength": 120
              },
              "start_date": {
                "type": "string",
                "maxLength": 25
              }
            },
            "additionalProperties": false
          },
          "maxItems": 8
        },
        "experience": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "title"
            ],
            "properties": {
              "title": {
                "type": "string",
                "maxLength": 160
              },
              "bullets": {
                "type": "array",
                "items": {
                  "type": "string",
                  "maxLength": 600
                },
                "maxItems": 15
              },
              "current": {
                "type": "boolean"
              },
              "employer": {
                "type": "string",
                "maxLength": 160
              },
              "end_date": {
                "type": "string",
                "maxLength": 25
              },
              "location": {
                "type": "string",
                "maxLength": 120
              },
              "start_date": {
                "type": "string",
                "maxLength": 25
              }
            },
            "additionalProperties": false
          },
          "maxItems": 15
        },
        "certifications": {
          "type": "array",
          "items": {
            "type": "object",
            "required": [
              "name"
            ],
            "properties": {
              "date": {
                "type": "string",
                "maxLength": 25
              },
              "name": {
                "type": "string",
                "maxLength": 200
              },
              "issuer": {
                "type": "string",
                "maxLength": 160
              }
            },
            "additionalProperties": false
          },
          "maxItems": 20
        }
      },
      "description": "The resume content, exactly as it should appear. Nothing is added, reworded or checked: this tool only lays it out. At most 45,000 characters of JSON.",
      "additionalProperties": false
    },
    "template": {
      "enum": [
        "classic",
        "modern"
      ],
      "description": "classic (serif, centred header) or modern (sans-serif, left-aligned). Default classic."
    },
    "page_size": {
      "enum": [
        "letter",
        "a4"
      ],
      "description": "Default letter."
    },
    "on_behalf_of": {
      "type": "object",
      "required": [
        "human_requested",
        "resume_is_theirs"
      ],
      "properties": {
        "human_requested": {
          "const": true
        },
        "resume_is_theirs": {
          "const": true
        }
      },
      "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)."
    }
  },
  "additionalProperties": false
}

careergenius_tailor_resume

Rewords the resume summary and job bullets for one posting. Every rewrite is checked against the resume; rewrites with unsupported claims (added tools, numbers, seniority, results or employers) are removed and listed in held_back by reason code. Every result has "outcome": which lines were reworded, kept or held back, reason codes (such as NO_CHANGES, AI_KEPT_WORDING, ALL_HELD_BACK, MISSING_KEYWORDS_NOT_ADDABLE), the posting keywords the resume does not show (rewording cannot add them), a plain explanation and next steps. Review before use. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key).

read-only

Argument	Type	Description
resume*	object	Structured resume. Only what the person really has done: every output is checked against it.
job_url	string	A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.
on_behalf_of*	object	Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it).
posting_text	string	The job posting text (preferred).
idempotency_key	string	Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored.

careergenius_tailor_resume_pdf

One call: give a job posting (text or a public link) and the person's resume (plain text, a PDF or DOCX file in base64, or structured JSON). CareerGenius reads the posting, lists the keywords it asks for and which the resume shows, rewords the summary and bullets for this job, keeps ONLY the rewordings that pass its fact check (no added tools, numbers, titles, results or employers), and returns a clean single-column ATS-readable PDF plus a summary of what changed, what was held back and why. "outcome" explains the result in reason codes and plain words, also when nothing changed: lines reworded / kept / held back, posting keywords the resume does not show, and next steps. Counts one call and uses the AI cap. Review before sending. Without a key: one of the conversation's 2 free AI calls (posting_text only; job_url needs a key). Without a key the whole request is limited to 96 KB.

read-only

Argument	Type	Description
links	array
resume	object	Structured resume. Only what the person really has done: every output is checked against it.
contact	object
job_url	string	A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused.
template	any	classic (serif, centred header) or modern (sans-serif, left-aligned). Default classic.

{ "type": "object", "required": [ "on_behalf_of" ], "properties": { "links": { "type": "array", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "maxLength": 300 }, "label": { "type": "string", "maxLength": 40 } }, "additionalProperties": false }, "maxItems": 5 }, "resume": { "type": "object", "properties": { "name": { "type": "string", "maxLength": 120 }, "skills": { "type": "array", "items": { "type": "string", "maxLength": 80 }, "maxItems": 80 }, "summary": { "type": "string", "maxLength": 3000 }, "headline": { "type": "string", "maxLength": 120 }, "sections": { "type": "array", "items": { "type": "object", "properties": { "items": { "type": "array", "items": { "type": "string" } }, "title": { "type": "string" } } }, "maxItems": 6 }, "education": { "type": "array", "items": { "type": "object", "properties": { "field": { "type": "string" }, "degree": { "type": "string" }, "school": { "type": "string" }, "details": { "type": "array", "items": { "type": "string" } }, "end_date": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 8 }, "experience": { "type": "array", "items": { "type": "object", "properties": { "title": { "type": "string" }, "bullets": { "type": "array", "items": { "type": "string", "maxLength": 600 }, "maxItems": 15 }, "current": { "type": "boolean" }, "employer": { "type": "string" }, "end_date": { "type": "string" }, "location": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 15 } }, "description": "Structured resume. Only what the person really has done: every output is checked against it." }, "contact": { "type": "object", "properties": { "name": { "type": "string", "maxLength": 120 }, "email": { "type": "string", "maxLength": 254 }, "phone": { "type": "string", "maxLength": 40 }, "location": { "type": "string", "maxLength": 120 } }, "additionalProperties": false }, "job_url": { "type": "string", "maxLength": 2048, "description": "A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused." }, "resume_file": { "type": "object", "required": [ "format", "content_base64" ], "properties": { "format": { "enum": [ "pdf", "docx" ] }, "filename": { "type": "string", "maxLength": 200 }, "content_base64": { "type": "string", "description": "The file, base64 (at most 1.5 MB decoded with a key; without a key the whole request is limited to 96 KB). PDFs need a text layer (not a scan)." } }, "additionalProperties": false }, "resume_text": { "type": "string", "maxLength": 30000, "description": "A pasted plain-text resume. Read by a fixed layout parser (no AI, nothing added); section headings (Summary, Experience, Education, Skills) help." }, "on_behalf_of": { "type": "object", "required": [ "human_requested", "resume_is_theirs" ], "properties": { "human_requested": { "const": true }, "resume_is_theirs": { "const": true } }, "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)." }, "posting_text": { "type": "string", "maxLength": 30000, "description": "The job posting text (preferred)." }, "idempotency_key": { "type": "string", "pattern": "^[A-Za-z0-9._:-]{8,128}$", "description": "Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored." } }, "additionalProperties": false }

{ "type": "object", "required": [ "on_behalf_of" ], "properties": { "resume": { "type": "object", "properties": { "name": { "type": "string", "maxLength": 120 }, "skills": { "type": "array", "items": { "type": "string", "maxLength": 80 }, "maxItems": 80 }, "summary": { "type": "string", "maxLength": 3000 }, "headline": { "type": "string", "maxLength": 120 }, "sections": { "type": "array", "items": { "type": "object", "properties": { "items": { "type": "array", "items": { "type": "string" } }, "title": { "type": "string" } } }, "maxItems": 6 }, "education": { "type": "array", "items": { "type": "object", "properties": { "field": { "type": "string" }, "degree": { "type": "string" }, "school": { "type": "string" }, "details": { "type": "array", "items": { "type": "string" } }, "end_date": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 8 }, "experience": { "type": "array", "items": { "type": "object", "properties": { "title": { "type": "string" }, "bullets": { "type": "array", "items": { "type": "string", "maxLength": 600 }, "maxItems": 15 }, "current": { "type": "boolean" }, "employer": { "type": "string" }, "end_date": { "type": "string" }, "location": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 15 } }, "description": "Structured resume. Only what the person really has done: every output is checked against it." }, "job_url": { "type": "string", "maxLength": 2048, "description": "A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused." }, "keywords": { "type": "array", "items": { "type": "string", "maxLength": 60 }, "maxItems": 30 }, "resume_text": { "type": "string", "maxLength": 30000 }, "on_behalf_of": { "type": "object", "required": [ "human_requested", "resume_is_theirs" ], "properties": { "human_requested": { "const": true }, "resume_is_theirs": { "const": true } }, "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)." }, "posting_text": { "type": "string", "maxLength": 30000, "description": "The job posting text (preferred)." }, "idempotency_key": { "type": "string", "pattern": "^[A-Za-z0-9._:-]{8,128}$", "description": "Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored." } } }

{ "type": "object", "required": [ "on_behalf_of", "resume" ], "properties": { "resume": { "type": "object", "properties": { "name": { "type": "string", "maxLength": 120 }, "skills": { "type": "array", "items": { "type": "string", "maxLength": 80 }, "maxItems": 80 }, "summary": { "type": "string", "maxLength": 3000 }, "headline": { "type": "string", "maxLength": 120 }, "sections": { "type": "array", "items": { "type": "object", "properties": { "items": { "type": "array", "items": { "type": "string" } }, "title": { "type": "string" } } }, "maxItems": 6 }, "education": { "type": "array", "items": { "type": "object", "properties": { "field": { "type": "string" }, "degree": { "type": "string" }, "school": { "type": "string" }, "details": { "type": "array", "items": { "type": "string" } }, "end_date": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 8 }, "experience": { "type": "array", "items": { "type": "object", "properties": { "title": { "type": "string" }, "bullets": { "type": "array", "items": { "type": "string", "maxLength": 600 }, "maxItems": 15 }, "current": { "type": "boolean" }, "employer": { "type": "string" }, "end_date": { "type": "string" }, "location": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 15 } }, "description": "Structured resume. Only what the person really has done: every output is checked against it." }, "job_url": { "type": "string", "maxLength": 2048, "description": "A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused." }, "on_behalf_of": { "type": "object", "required": [ "human_requested", "resume_is_theirs" ], "properties": { "human_requested": { "const": true }, "resume_is_theirs": { "const": true } }, "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)." }, "posting_text": { "type": "string", "maxLength": 30000, "description": "The job posting text (preferred)." }, "idempotency_key": { "type": "string", "pattern": "^[A-Za-z0-9._:-]{8,128}$", "description": "Optional, keyed calls only (ignored without a key). Retrying with the same key returns the first answer and is not charged twice. Only when you send it, that answer (which can contain text taken from the resume) is kept for 24 hours so the retry can be replayed, then deleted. Without it nothing from the request is stored." } } }

{ "type": "object", "required": [ "on_behalf_of" ], "properties": { "links": { "type": "array", "items": { "type": "object", "required": [ "url" ], "properties": { "url": { "type": "string", "maxLength": 300 }, "label": { "type": "string", "maxLength": 40 } }, "additionalProperties": false }, "maxItems": 5 }, "resume": { "type": "object", "properties": { "name": { "type": "string", "maxLength": 120 }, "skills": { "type": "array", "items": { "type": "string", "maxLength": 80 }, "maxItems": 80 }, "summary": { "type": "string", "maxLength": 3000 }, "headline": { "type": "string", "maxLength": 120 }, "sections": { "type": "array", "items": { "type": "object", "properties": { "items": { "type": "array", "items": { "type": "string" } }, "title": { "type": "string" } } }, "maxItems": 6 }, "education": { "type": "array", "items": { "type": "object", "properties": { "field": { "type": "string" }, "degree": { "type": "string" }, "school": { "type": "string" }, "details": { "type": "array", "items": { "type": "string" } }, "end_date": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 8 }, "experience": { "type": "array", "items": { "type": "object", "properties": { "title": { "type": "string" }, "bullets": { "type": "array", "items": { "type": "string", "maxLength": 600 }, "maxItems": 15 }, "current": { "type": "boolean" }, "employer": { "type": "string" }, "end_date": { "type": "string" }, "location": { "type": "string" }, "start_date": { "type": "string" } } }, "maxItems": 15 } }, "description": "Structured resume. Only what the person really has done: every output is checked against it." }, "contact": { "type": "object", "properties": { "name": { "type": "string", "maxLength": 120 }, "email": { "type": "string", "maxLength": 254 }, "phone": { "type": "string", "maxLength": 40 }, "location": { "type": "string", "maxLength": 120 } }, "additionalProperties": false }, "job_url": { "type": "string", "maxLength": 2048, "description": "A public job posting link (Greenhouse, Lever, Ashby, SmartRecruiters, Workday or a page with JobPosting data). Fetched by our job-import engine; private or internal addresses are refused." }, "template": { "enum": [ "classic", "modern" ], "description": "classic (serif, centred header) or modern (sans-serif, left-aligned). Default classic." }, "page_size": { "enum": [ "letter", "a4" ], "description": "Default letter." }, "resume_file": { "type": "object", "required": [ "format", "content_base64" ], "properties": { "format": { "enum": [ "pdf", "docx" ] }, "filename": { "type": "string", "maxLength": 200 }, "content_base64": { "type": "string", "description": "The file, base64 (at most 1.5 MB decoded with a key; without a key the whole request is limited to 96 KB). PDFs need a text layer (not a scan)." } }, "additionalProperties": false }, "resume_text": { "type": "string", "maxLength": 30000, "description": "A pasted plain-text resume. Read by a fixed layout parser (no AI, nothing added); section headings (Summary, Experience, Education, Skills) help." }, "on_behalf_of": { "type": "object", "required": [ "human_requested", "resume_is_theirs" ], "properties": { "human_requested": { "const": true }, "resume_is_theirs": { "const": true } }, "description": "Required. You confirm a person asked for this, and the resume is theirs (or they are authorised to use it)." }, "posting_text": { "type": "string", "maxLength": 30000, "description": "The job posting text (preferred)." } }, "additionalProperties": false }