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HirePulse Company Research

by xyz.gethirepulse.api
OverviewDiscussionsAdmin

Company Open Jobs

get_company_open_jobs
Read-only

Company job postings lookup from a domain: open roles from public Greenhouse, Lever, Ashby, Workable, Recruitee and SmartRecruiters boards, with title, department, location, remote flag and published salary; up to 300 jobs, and new or closed jobs against known_job_ids. Use when an agent needs open roles or hiring signals for a company. $0.01; no board or no jobs is free.

Input Schema

NameRequiredDescriptionDefault
domainYesPublic domain without a URL scheme, path or port.
contextNoOptional. A few words on why you are calling this tool. Recorded without your identity to improve the tools; leave out personal data.
diff_onlyNoReturn only jobs that are not in known_job_ids. Needs known_job_ids.
known_job_idsNoJob IDs you already have from an earlier call. The answer then lists new and closed job IDs.

Output Schema

NameRequiredDescriptionDefault
codeNo
diffNo
jobsNo
noteNo
domainNo
statusNoOnly ok is charged.
sandboxNo
ats_typeNo
board_slugNo
checked_atNo
confidenceNohigh: the company website links to this board. unverified: only the board name matches the domain name.
next_stepsNoSuggested follow-up calls on the same domain, with the exact body. Optional to use.
board_matchNoname_match: the board name equals the first part of the domain, so check generic names.
remote_jobsNo
jobs_returnedNo
top_locationsNo
jobs_truncatedNo
next_poll_afterNoJob boards change slowly; calling again before this time is usually wasted.
jobs_with_salaryNo
top_technologiesNo
total_active_jobsNo
jobs_by_departmentNo

Schema Changelog

Changes observed during successful MCP inspections.

  1. Changed3 schema fields changed
    • removedOutput schema / anyOf
      Removed value: -[
-  {
-    "properties": {
-      "ats_type": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "board_match": {
-        "description": "name_match: the board name equals the first part of the domain, so check generic names.",
-        "enum": [
-          "name_match",
-          "careers_page_link",
-          null
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "board_slug": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "checked_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "confidence": {
-        "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
-        "enum": [
-          "high",
-          "unverified",
-          null
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "diff": {
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "domain": {
-        "type": "string"
-      },
-      "jobs": {
-        "items": {
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "jobs_by_department": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "jobs_returned": {
-        "type": "integer"
-      },
-      "jobs_truncated": {
-        "type": "boolean"
-      },
-      "jobs_with_salary": {
-        "type": "integer"
-      },
-      "next_poll_after": {
-        "description": "Job boards change slowly; calling again before this time is usually wasted.",
-        "format": "date-time",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "next_steps": {
-        "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
-        "items": {
-          "properties": {
-            "body": {
-              "type": "object"
-            },
-            "mcp_tool": {
-              "type": "string"
-            },
-            "price_usd": {
-              "type": "number"
-            },
-            "tool": {
-              "type": "string"
-            },
-            "url": {
-              "type": "string"
-            },
-            "why": {
-              "type": "string"
-            }
-          },
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "note": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "remote_jobs": {
-        "type": "integer"
-      },
-      "sandbox": {
-        "additionalProperties": false,
-        "properties": {
-          "demo_domain": {
-            "const": true,
-            "type": "boolean"
-          },
-          "note": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "demo_domain",
-          "note"
-        ],
-        "type": "object"
-      },
-      "status": {
-        "description": "Only ok is charged.",
-        "enum": [
-          "ok",
-          "no_open_jobs",
-          "unreachable",
-          "not_found"
-        ],
-        "type": "string"
-      },
-      "top_locations": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "top_technologies": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "total_active_jobs": {
-        "type": "integer"
-      }
-    },
-    "required": [
-      "domain",
-      "status",
-      "jobs",
-      "checked_at"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": true,
-    "properties": {
-      "code": {
-        "minLength": 1,
-        "type": "string"
-      },
-      "status": {
-        "maximum": 599,
-        "minimum": 400,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "status",
-      "code"
-    ],
-    "type": "object"
-  }
-]
    • addedOutput schema / description
      Added value: +"Fields only; full schema in GET /v1/catalog."
    • addedOutput schema / properties
      Added value: +{
+  "ats_type": {},
+  "board_match": {
+    "description": "name_match: the board name equals the first part of the domain, so check generic names."
+  },
+  "board_slug": {},
+  "checked_at": {},
+  "code": {},
+  "confidence": {
+    "description": "high: the company website links to this board. unverified: only the board name matches the domain name."
+  },
+  "diff": {},
+  "domain": {},
+  "jobs": {},
+  "jobs_by_department": {},
+  "jobs_returned": {},
+  "jobs_truncated": {},
+  "jobs_with_salary": {},
+  "next_poll_after": {
+    "description": "Job boards change slowly; calling again before this time is usually wasted."
+  },
+  "next_steps": {
+    "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use."
+  },
+  "note": {},
+  "remote_jobs": {},
+  "sandbox": {},
+  "status": {
+    "description": "Only ok is charged."
+  },
+  "top_locations": {},
+  "top_technologies": {},
+  "total_active_jobs": {}
+}
  2. Changed3 schema fields changed
    • addedOutput schema / anyOf
      Added value: +[
+  {
+    "properties": {
+      "ats_type": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "board_match": {
+        "description": "name_match: the board name equals the first part of the domain, so check generic names.",
+        "enum": [
+          "name_match",
+          "careers_page_link",
+          null
+        ],
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "board_slug": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "checked_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "confidence": {
+        "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
+        "enum": [
+          "high",
+          "unverified",
+          null
+        ],
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "diff": {
+        "type": [
+          "object",
+          "null"
+        ]
+      },
+      "domain": {
+        "type": "string"
+      },
+      "jobs": {
+        "items": {
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "jobs_by_department": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "jobs_returned": {
+        "type": "integer"
+      },
+      "jobs_truncated": {
+        "type": "boolean"
+      },
+      "jobs_with_salary": {
+        "type": "integer"
+      },
+      "next_poll_after": {
+        "description": "Job boards change slowly; calling again before this time is usually wasted.",
+        "format": "date-time",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "next_steps": {
+        "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
+        "items": {
+          "properties": {
+            "body": {
+              "type": "object"
+            },
+            "mcp_tool": {
+              "type": "string"
+            },
+            "price_usd": {
+              "type": "number"
+            },
+            "tool": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            },
+            "why": {
+              "type": "string"
+            }
+          },
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "note": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "remote_jobs": {
+        "type": "integer"
+      },
+      "sandbox": {
+        "additionalProperties": false,
+        "properties": {
+          "demo_domain": {
+            "const": true,
+            "type": "boolean"
+          },
+          "note": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "demo_domain",
+          "note"
+        ],
+        "type": "object"
+      },
+      "status": {
+        "description": "Only ok is charged.",
+        "enum": [
+          "ok",
+          "no_open_jobs",
+          "unreachable",
+          "not_found"
+        ],
+        "type": "string"
+      },
+      "top_locations": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "top_technologies": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "total_active_jobs": {
+        "type": "integer"
+      }
+    },
+    "required": [
+      "domain",
+      "status",
+      "jobs",
+      "checked_at"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": true,
+    "properties": {
+      "code": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "status": {
+        "maximum": 599,
+        "minimum": 400,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "status",
+      "code"
+    ],
+    "type": "object"
+  }
+]
    • removedOutput schema / description
      Removed value: -"Fields only; full schema in GET /v1/catalog."
    • removedOutput schema / properties
      Removed value: -{
-  "ats_type": {},
-  "board_match": {
-    "description": "name_match: the board name equals the first part of the domain, so check generic names."
-  },
-  "board_slug": {},
-  "checked_at": {},
-  "code": {},
-  "confidence": {
-    "description": "high: the company website links to this board. unverified: only the board name matches the domain name."
-  },
-  "diff": {},
-  "domain": {},
-  "jobs": {},
-  "jobs_by_department": {},
-  "jobs_returned": {},
-  "jobs_truncated": {},
-  "jobs_with_salary": {},
-  "next_poll_after": {
-    "description": "Job boards change slowly; calling again before this time is usually wasted."
-  },
-  "next_steps": {
-    "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use."
-  },
-  "note": {},
-  "remote_jobs": {},
-  "sandbox": {},
-  "status": {
-    "description": "Only ok is charged."
-  },
-  "top_locations": {},
-  "top_technologies": {},
-  "total_active_jobs": {}
-}
  3. Changed3 schema fields changed
    • removedOutput schema / anyOf
      Removed value: -[
-  {
-    "properties": {
-      "ats_type": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "board_match": {
-        "description": "name_match: the board name equals the first part of the domain, so check generic names.",
-        "enum": [
-          "name_match",
-          "careers_page_link",
-          null
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "board_slug": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "checked_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "confidence": {
-        "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
-        "enum": [
-          "high",
-          "unverified",
-          null
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "diff": {
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "domain": {
-        "type": "string"
-      },
-      "jobs": {
-        "items": {
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "jobs_by_department": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "jobs_returned": {
-        "type": "integer"
-      },
-      "jobs_truncated": {
-        "type": "boolean"
-      },
-      "jobs_with_salary": {
-        "type": "integer"
-      },
-      "next_poll_after": {
-        "description": "Job boards change slowly; calling again before this time is usually wasted.",
-        "format": "date-time",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "next_steps": {
-        "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
-        "items": {
-          "properties": {
-            "body": {
-              "type": "object"
-            },
-            "mcp_tool": {
-              "type": "string"
-            },
-            "price_usd": {
-              "type": "number"
-            },
-            "tool": {
-              "type": "string"
-            },
-            "url": {
-              "type": "string"
-            },
-            "why": {
-              "type": "string"
-            }
-          },
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "note": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "remote_jobs": {
-        "type": "integer"
-      },
-      "sandbox": {
-        "additionalProperties": false,
-        "properties": {
-          "demo_domain": {
-            "const": true,
-            "type": "boolean"
-          },
-          "note": {
-            "type": "string"
-          }
-        },
-        "required": [
-          "demo_domain",
-          "note"
-        ],
-        "type": "object"
-      },
-      "status": {
-        "description": "Only ok is charged.",
-        "enum": [
-          "ok",
-          "no_open_jobs",
-          "unreachable",
-          "not_found"
-        ],
-        "type": "string"
-      },
-      "top_locations": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "top_technologies": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "total_active_jobs": {
-        "type": "integer"
-      }
-    },
-    "required": [
-      "domain",
-      "status",
-      "jobs",
-      "checked_at"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": true,
-    "properties": {
-      "code": {
-        "minLength": 1,
-        "type": "string"
-      },
-      "status": {
-        "maximum": 599,
-        "minimum": 400,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "status",
-      "code"
-    ],
-    "type": "object"
-  }
-]
    • addedOutput schema / description
      Added value: +"Fields only; full schema in GET /v1/catalog."
    • addedOutput schema / properties
      Added value: +{
+  "ats_type": {},
+  "board_match": {
+    "description": "name_match: the board name equals the first part of the domain, so check generic names."
+  },
+  "board_slug": {},
+  "checked_at": {},
+  "code": {},
+  "confidence": {
+    "description": "high: the company website links to this board. unverified: only the board name matches the domain name."
+  },
+  "diff": {},
+  "domain": {},
+  "jobs": {},
+  "jobs_by_department": {},
+  "jobs_returned": {},
+  "jobs_truncated": {},
+  "jobs_with_salary": {},
+  "next_poll_after": {
+    "description": "Job boards change slowly; calling again before this time is usually wasted."
+  },
+  "next_steps": {
+    "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use."
+  },
+  "note": {},
+  "remote_jobs": {},
+  "sandbox": {},
+  "status": {
+    "description": "Only ok is charged."
+  },
+  "top_locations": {},
+  "top_technologies": {},
+  "total_active_jobs": {}
+}
  4. Changed1 schema field changed
    • changedOutput schema / anyOf
      Previous value: -[
-  {
-    "properties": {
-      "ats_type": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "board_match": {
-        "description": "name_match: the board name equals the first part of the domain, so check generic names.",
-        "enum": [
-          "name_match",
-          "careers_page_link",
-          null
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "board_slug": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "checked_at": {
-        "format": "date-time",
-        "type": "string"
-      },
-      "confidence": {
-        "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
-        "enum": [
-          "high",
-          "unverified",
-          null
-        ],
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "diff": {
-        "type": [
-          "object",
-          "null"
-        ]
-      },
-      "domain": {
-        "type": "string"
-      },
-      "jobs": {
-        "items": {
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "jobs_by_department": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "jobs_returned": {
-        "type": "integer"
-      },
-      "jobs_truncated": {
-        "type": "boolean"
-      },
-      "jobs_with_salary": {
-        "type": "integer"
-      },
-      "next_poll_after": {
-        "description": "Job boards change slowly; calling again before this time is usually wasted.",
-        "format": "date-time",
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "next_steps": {
-        "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
-        "items": {
-          "properties": {
-            "body": {
-              "type": "object"
-            },
-            "mcp_tool": {
-              "type": "string"
-            },
-            "price_usd": {
-              "type": "number"
-            },
-            "tool": {
-              "type": "string"
-            },
-            "url": {
-              "type": "string"
-            },
-            "why": {
-              "type": "string"
-            }
-          },
-          "type": "object"
-        },
-        "type": "array"
-      },
-      "note": {
-        "type": [
-          "string",
-          "null"
-        ]
-      },
-      "remote_jobs": {
-        "type": "integer"
-      },
-      "status": {
-        "description": "Only ok is charged.",
-        "enum": [
-          "ok",
-          "no_open_jobs",
-          "unreachable",
-          "not_found"
-        ],
-        "type": "string"
-      },
-      "top_locations": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "top_technologies": {
-        "additionalProperties": {
-          "type": "integer"
-        },
-        "type": "object"
-      },
-      "total_active_jobs": {
-        "type": "integer"
-      }
-    },
-    "required": [
-      "domain",
-      "status",
-      "jobs",
-      "checked_at"
-    ],
-    "type": "object"
-  },
-  {
-    "additionalProperties": true,
-    "properties": {
-      "code": {
-        "minLength": 1,
-        "type": "string"
-      },
-      "status": {
-        "maximum": 599,
-        "minimum": 400,
-        "type": "integer"
-      }
-    },
-    "required": [
-      "status",
-      "code"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "properties": {
+      "ats_type": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "board_match": {
+        "description": "name_match: the board name equals the first part of the domain, so check generic names.",
+        "enum": [
+          "name_match",
+          "careers_page_link",
+          null
+        ],
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "board_slug": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "checked_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "confidence": {
+        "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
+        "enum": [
+          "high",
+          "unverified",
+          null
+        ],
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "diff": {
+        "type": [
+          "object",
+          "null"
+        ]
+      },
+      "domain": {
+        "type": "string"
+      },
+      "jobs": {
+        "items": {
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "jobs_by_department": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "jobs_returned": {
+        "type": "integer"
+      },
+      "jobs_truncated": {
+        "type": "boolean"
+      },
+      "jobs_with_salary": {
+        "type": "integer"
+      },
+      "next_poll_after": {
+        "description": "Job boards change slowly; calling again before this time is usually wasted.",
+        "format": "date-time",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "next_steps": {
+        "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
+        "items": {
+          "properties": {
+            "body": {
+              "type": "object"
+            },
+            "mcp_tool": {
+              "type": "string"
+            },
+            "price_usd": {
+              "type": "number"
+            },
+            "tool": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            },
+            "why": {
+              "type": "string"
+            }
+          },
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "note": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "remote_jobs": {
+        "type": "integer"
+      },
+      "sandbox": {
+        "additionalProperties": false,
+        "properties": {
+          "demo_domain": {
+            "const": true,
+            "type": "boolean"
+          },
+          "note": {
+            "type": "string"
+          }
+        },
+        "required": [
+          "demo_domain",
+          "note"
+        ],
+        "type": "object"
+      },
+      "status": {
+        "description": "Only ok is charged.",
+        "enum": [
+          "ok",
+          "no_open_jobs",
+          "unreachable",
+          "not_found"
+        ],
+        "type": "string"
+      },
+      "top_locations": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "top_technologies": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "total_active_jobs": {
+        "type": "integer"
+      }
+    },
+    "required": [
+      "domain",
+      "status",
+      "jobs",
+      "checked_at"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": true,
+    "properties": {
+      "code": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "status": {
+        "maximum": 599,
+        "minimum": 400,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "status",
+      "code"
+    ],
+    "type": "object"
+  }
+]
  5. Changed1 schema field changed
    • changedInput schema / properties / domain / examples
      Previous value: -[
-  "example.com"
-]New value: +[
+  "notion.so"
+]
  6. Changed1 schema field changed
    • addedInput schema / properties / context
      Added value: +{
+  "description": "Optional. A few words on why you are calling this tool. Recorded without your identity to improve the tools; leave out personal data.",
+  "type": "string"
+}
  7. Changed3 schema fields changed
    • addedOutput schema / anyOf
      Added value: +[
+  {
+    "properties": {
+      "ats_type": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "board_match": {
+        "description": "name_match: the board name equals the first part of the domain, so check generic names.",
+        "enum": [
+          "name_match",
+          "careers_page_link",
+          null
+        ],
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "board_slug": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "checked_at": {
+        "format": "date-time",
+        "type": "string"
+      },
+      "confidence": {
+        "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
+        "enum": [
+          "high",
+          "unverified",
+          null
+        ],
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "diff": {
+        "type": [
+          "object",
+          "null"
+        ]
+      },
+      "domain": {
+        "type": "string"
+      },
+      "jobs": {
+        "items": {
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "jobs_by_department": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "jobs_returned": {
+        "type": "integer"
+      },
+      "jobs_truncated": {
+        "type": "boolean"
+      },
+      "jobs_with_salary": {
+        "type": "integer"
+      },
+      "next_poll_after": {
+        "description": "Job boards change slowly; calling again before this time is usually wasted.",
+        "format": "date-time",
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "next_steps": {
+        "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
+        "items": {
+          "properties": {
+            "body": {
+              "type": "object"
+            },
+            "mcp_tool": {
+              "type": "string"
+            },
+            "price_usd": {
+              "type": "number"
+            },
+            "tool": {
+              "type": "string"
+            },
+            "url": {
+              "type": "string"
+            },
+            "why": {
+              "type": "string"
+            }
+          },
+          "type": "object"
+        },
+        "type": "array"
+      },
+      "note": {
+        "type": [
+          "string",
+          "null"
+        ]
+      },
+      "remote_jobs": {
+        "type": "integer"
+      },
+      "status": {
+        "description": "Only ok is charged.",
+        "enum": [
+          "ok",
+          "no_open_jobs",
+          "unreachable",
+          "not_found"
+        ],
+        "type": "string"
+      },
+      "top_locations": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "top_technologies": {
+        "additionalProperties": {
+          "type": "integer"
+        },
+        "type": "object"
+      },
+      "total_active_jobs": {
+        "type": "integer"
+      }
+    },
+    "required": [
+      "domain",
+      "status",
+      "jobs",
+      "checked_at"
+    ],
+    "type": "object"
+  },
+  {
+    "additionalProperties": true,
+    "properties": {
+      "code": {
+        "minLength": 1,
+        "type": "string"
+      },
+      "status": {
+        "maximum": 599,
+        "minimum": 400,
+        "type": "integer"
+      }
+    },
+    "required": [
+      "status",
+      "code"
+    ],
+    "type": "object"
+  }
+]
    • removedOutput schema / properties
      Removed value: -{
-  "ats_type": {
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "board_match": {
-    "description": "name_match: the board name equals the first part of the domain, so check generic names.",
-    "enum": [
-      "name_match",
-      "careers_page_link",
-      null
-    ],
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "board_slug": {
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "checked_at": {
-    "format": "date-time",
-    "type": "string"
-  },
-  "confidence": {
-    "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
-    "enum": [
-      "high",
-      "unverified",
-      null
-    ],
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "diff": {
-    "type": [
-      "object",
-      "null"
-    ]
-  },
-  "domain": {
-    "type": "string"
-  },
-  "jobs": {
-    "items": {
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "jobs_by_department": {
-    "additionalProperties": {
-      "type": "integer"
-    },
-    "type": "object"
-  },
-  "jobs_returned": {
-    "type": "integer"
-  },
-  "jobs_truncated": {
-    "type": "boolean"
-  },
-  "jobs_with_salary": {
-    "type": "integer"
-  },
-  "next_poll_after": {
-    "description": "Job boards change slowly; calling again before this time is usually wasted.",
-    "format": "date-time",
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "next_steps": {
-    "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
-    "items": {
-      "properties": {
-        "body": {
-          "type": "object"
-        },
-        "mcp_tool": {
-          "type": "string"
-        },
-        "price_usd": {
-          "type": "number"
-        },
-        "tool": {
-          "type": "string"
-        },
-        "url": {
-          "type": "string"
-        },
-        "why": {
-          "type": "string"
-        }
-      },
-      "type": "object"
-    },
-    "type": "array"
-  },
-  "note": {
-    "type": [
-      "string",
-      "null"
-    ]
-  },
-  "remote_jobs": {
-    "type": "integer"
-  },
-  "status": {
-    "description": "Only ok is charged.",
-    "enum": [
-      "ok",
-      "no_open_jobs",
-      "unreachable",
-      "not_found"
-    ],
-    "type": "string"
-  },
-  "top_locations": {
-    "additionalProperties": {
-      "type": "integer"
-    },
-    "type": "object"
-  },
-  "top_technologies": {
-    "additionalProperties": {
-      "type": "integer"
-    },
-    "type": "object"
-  },
-  "total_active_jobs": {
-    "type": "integer"
-  }
-}
    • removedOutput schema / required
      Removed value: -[
-  "domain",
-  "status",
-  "jobs",
-  "checked_at"
-]
  8. Changed1 schema field changed
    • changedOutput schema / (root)
      Previous value: -nullNew value: +{
+  "properties": {
+    "ats_type": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "board_match": {
+      "description": "name_match: the board name equals the first part of the domain, so check generic names.",
+      "enum": [
+        "name_match",
+        "careers_page_link",
+        null
+      ],
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "board_slug": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "checked_at": {
+      "format": "date-time",
+      "type": "string"
+    },
+    "confidence": {
+      "description": "high: the company website links to this board. unverified: only the board name matches the domain name.",
+      "enum": [
+        "high",
+        "unverified",
+        null
+      ],
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "diff": {
+      "type": [
+        "object",
+        "null"
+      ]
+    },
+    "domain": {
+      "type": "string"
+    },
+    "jobs": {
+      "items": {
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "jobs_by_department": {
+      "additionalProperties": {
+        "type": "integer"
+      },
+      "type": "object"
+    },
+    "jobs_returned": {
+      "type": "integer"
+    },
+    "jobs_truncated": {
+      "type": "boolean"
+    },
+    "jobs_with_salary": {
+      "type": "integer"
+    },
+    "next_poll_after": {
+      "description": "Job boards change slowly; calling again before this time is usually wasted.",
+      "format": "date-time",
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "next_steps": {
+      "description": "Suggested follow-up calls on the same domain, with the exact body. Optional to use.",
+      "items": {
+        "properties": {
+          "body": {
+            "type": "object"
+          },
+          "mcp_tool": {
+            "type": "string"
+          },
+          "price_usd": {
+            "type": "number"
+          },
+          "tool": {
+            "type": "string"
+          },
+          "url": {
+            "type": "string"
+          },
+          "why": {
+            "type": "string"
+          }
+        },
+        "type": "object"
+      },
+      "type": "array"
+    },
+    "note": {
+      "type": [
+        "string",
+        "null"
+      ]
+    },
+    "remote_jobs": {
+      "type": "integer"
+    },
+    "status": {
+      "description": "Only ok is charged.",
+      "enum": [
+        "ok",
+        "no_open_jobs",
+        "unreachable",
+        "not_found"
+      ],
+      "type": "string"
+    },
+    "top_locations": {
+      "additionalProperties": {
+        "type": "integer"
+      },
+      "type": "object"
+    },
+    "top_technologies": {
+      "additionalProperties": {
+        "type": "integer"
+      },
+      "type": "object"
+    },
+    "total_active_jobs": {
+      "type": "integer"
+    }
+  },
+  "required": [
+    "domain",
+    "status",
+    "jobs",
+    "checked_at"
+  ],
+  "type": "object"
+}
  9. First observed

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, so the description doesn't need to restate safety. It adds genuinely new behavior: a 300-job cap, the exact source set (Greenhouse, Lever, Ashby, Workable, Recruitee, SmartRecruiters), and the pricing model ($0.01, free when no board or no jobs) — cost and cap being exactly the kind of context annotations cannot carry.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Three compact sentences: purpose and coverage first, then the use case, then cost. The word "open" appears redundantly in the first sentence, but overall very little waste for the amount of information packed in.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With an output schema present, return shape needn't be explained, and the description nonetheless names the fields, the cap, the source boards, and pricing. The remaining gap is contextual placement against the hiring-intent and job-watching siblings, which an agent would still have to resolve on its own.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so the schema already documents all four parameters, including the domain format and diff_only's dependency on known_job_ids. The description adds only a slight nuance — that known_job_ids yields both new and closed jobs — which is already implied by the schema text. A 3 is the right baseline when the schema does the heavy lifting.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description opens with a specific verb+resource ("Company job postings lookup from a domain") and enumerates the covered ATS boards plus the returned fields, so the resource is unambiguous. It does not, however, differentiate itself from siblings like watch_company_jobs or get_company_hiring_intent, which cover adjacent territory.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

"Use when an agent needs open roles or hiring signals for a company" gives a clear situational trigger. What's missing is any exclusion or comparison: "hiring signals" arguably overlaps with get_company_hiring_intent and watch_company_jobs, and the description never says when to prefer those instead.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

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