SupplyGraph.AI.Daasmart

Corporate Exception Report

corporate_exception_report

Enterprise Change Report

Pricing: {"unit": "credits", "options": [{"chapter_name": "License", "per_run": 1518}, {"chapter_name": "GovRel", "per_run": 1419}, {"chapter_name": "R&D", "per_run": 1749}, {"chapter_name": "Reputation", "per_run": 8481}, {"chapter_name": "Ops", "per_run": 1749}, {"chapter_name": "GeneralRisks", "per_run": 1617}, {"chapter_name": "Profile", "per_run": 1749}, {"chapter_name": "Cost", "per_run": 1386}, {"chapter_name": "Compliance", "per_run": 1419}, {"chapter_name": "Competition", "per_run": 1452}, {"chapter_name": "Brand", "per_run": 3168}, {"chapter_name": "HR", "per_run": 1419}, {"chapter_name": "ALL", "per_run": 26400}]}

Input Schema

TableJSON Schema

Name	Required	Description	Default
`pid`	Yes	Internal company ID for the target enterprise, obtained from the search_company_candidates MCP tool (e.g. a77828f060c866441f2403384b271e63 for Tesla, Inc.).
`chapter_name`	No	Exception domain chapter to generate. Omit or use ALL for the full corporate exception report.	ALL

Output Schema

TableJSON Schema

Name	Required	Description	Default
No arguments

Schema Changelog

Changes observed during successful MCP inspections. Dates show when Glama detected each change.

Changed2 schema fields changedAug 21, 2026

addedOutput schema / definitions

Added value: +{
+  "sub_section": {
+    "properties": {
+      "section_texts": {
+        "description": "Array of sub-section text paragraphs, formatted in Markdown for detailed and structured content including headings, bullet points, tables, and hyperlinks to ensure professional and informative corporate exception subsections.",
+        "items": {
+          "type": "string"
+        },
+        "type": "array"
+      },
+      "section_title": {
+        "description": "Sub-section title.",
+        "type": "string"
+      },
+      "sub_sections": {
+        "description": "Nested array of sub-sections.",
+        "items": {
+          "$ref": "#/definitions/sub_section"
+        },
+        "type": "array"
+      }
+    },
+    "required": [
+      "section_title",
+      "sub_sections",
+      "section_texts"
+    ],
+    "type": "object"
+  }
+}

changedOutput schema / oneOf

Previous value: -[
-  {
-    "description": "Text or Markdown response generated by the agent. Returned when the task is not yet completed, failed, cancelled, or requires user input (e.g. validation prompts, error messages, or clarification requests).",
-    "properties": {
-      "text": {
-        "description": "Text or Markdown response generated by the agent. Returned when the task is not yet completed, failed, cancelled, or requires user input (e.g. validation prompts, error messages, or clarification requests).",
-        "type": "string"
-      }
-    },
-    "required": [
-      "text"
-    ],
-    "type": "object"
-  },
-  {
-    "definitions": {
-      "sub_section": {
-        "properties": {
-          "section_texts": {
-            "description": "Array of sub-section text paragraphs, formatted in Markdown for detailed and structured content including headings, bullet points, tables, and hyperlinks to ensure professional and informative corporate exception subsections.",
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          },
-          "section_title": {
-            "description": "Sub-section title.",
-            "type": "string"
-          },
-          "sub_sections": {
-            "description": "Nested array of sub-sections.",
-            "items": {
-              "$ref": "#/definitions/sub_section"
-            },
-            "type": "array"
-          }
-        },
-        "required": [
-          "section_title",
-          "sub_sections",
-          "section_texts"
-        ],
-        "type": "object"
-      }
-    },
-    "description": "Structured corporate exception report output for enterprise analysis.",
-    "properties": {
-      "data": {
-        "properties": {
-          "chapter_infos": {
-            "description": "Array of chapter information in the corporate exception report.",
-            "items": {
-              "properties": {
-                "en": {
-                  "properties": {
-                    "chapter_name": {
-                      "description": "Chapter name in English.",
-                      "type": "string"
-                    },
-                    "chapter_texts": {
-                      "description": "Array of chapter text paragraphs in English, formatted in Markdown for structured presentation including headings, lists, tables, and links to provide comprehensive and professional corporate exception content.",
-                      "items": {
-                        "type": "string"
-                      },
-                      "type": "array"
-                    },
-                    "sub_sections": {
-                      "description": "Array of sub-sections in English.",
-                      "items": {
-                        "$ref": "#/definitions/sub_section"
-                      },
-                      "type": "array"
-                    }
-                  },
-                  "required": [
-                    "chapter_name",
-                    "sub_sections",
-                    "chapter_texts"
-                  ],
-                  "type": "object"
-                },
-                "zh": {
-                  "properties": {
-                    "chapter_name": {
-                      "description": "Chapter name in Chinese.",
-                      "type": "string"
-                    },
-                    "chapter_texts": {
-                      "description": "Array of chapter text paragraphs in Chinese, formatted in Markdown for structured presentation including headings, lists, tables, and links to provide comprehensive and professional corporate exception content.",
-                      "items": {
-                        "type": "string"
-                      },
-                      "type": "array"
-                    },
-                    "sub_sections": {
-                      "description": "Array of sub-sections in Chinese.",
-                      "items": {
-                        "$ref": "#/definitions/sub_section"
-                      },
-                      "type": "array"
-                    }
-                  },
-                  "required": [
-                    "chapter_name",
-                    "sub_sections",
-                    "chapter_texts"
-                  ],
-                  "type": "object"
-                }
-              },
-              "required": [
-                "en"
-              ],
-              "type": "object"
-            },
-            "type": "array"
-          },
-          "languages": {
-            "description": "Array of language codes indicating the languages included in the response, where 'zk' represents Chinese and 'en' represents English.",
-            "items": {
-              "type": "string"
-            },
-            "type": "array"
-          },
-          "report_infos": {
-            "description": "Dictionary containing report metadata in English and Chinese.",
-            "properties": {
-              "en": {
-                "properties": {
-                  "report_date": {
-                    "description": "Report generation date in English.",
-                    "type": "string"
-                  },
-                  "report_name": {
-                    "description": "Full report name in English.",
-                    "type": "string"
-                  },
-                  "report_type": {
-                    "description": "Type of the report in English.",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "report_date",
-                  "report_name",
-                  "report_type"
-                ],
-                "type": "object"
-              },
-              "zh": {
-                "properties": {
-                  "report_date": {
-                    "description": "Report generation date in Chinese.",
-                    "type": "string"
-                  },
-                  "report_name": {
-                    "description": "Full report name in Chinese.",
-                    "type": "string"
-                  },
-                  "report_type": {
-                    "description": "Type of the report in Chinese.",
-                    "type": "string"
-                  }
-                },
-                "required": [
-                  "report_date",
-                  "report_name",
-                  "report_type"
-                ],
-                "type": "object"
-              }
-            },
-            "required": [
-              "en"
-            ],
-            "type": "object"
-          }
-        },
-        "required": [
-          "languages",
-          "report_infos",
-          "chapter_infos"
-        ],
-        "type": "object"
-      },
-      "type": {
-        "description": "Indicates structured corporate exception report output.",
-        "enum": [
-          "results"
-        ]
-      }
-    },
-    "required": [
-      "type",
-      "data"
-    ],
-    "type": "object"
-  }
-]New value: +[
+  {
+    "description": "Text or Markdown response generated by the agent. Returned when the task is not yet completed, failed, cancelled, or requires user input (e.g. validation prompts, error messages, or clarification requests).",
+    "properties": {
+      "text": {
+        "description": "Text or Markdown response generated by the agent. Returned when the task is not yet completed, failed, cancelled, or requires user input (e.g. validation prompts, error messages, or clarification requests).",
+        "type": "string"
+      }
+    },
+    "required": [
+      "text"
+    ],
+    "type": "object"
+  },
+  {
+    "description": "Structured corporate exception report output for enterprise analysis.",
+    "properties": {
+      "data": {
+        "properties": {
+          "chapter_infos": {
+            "description": "Array of chapter information in the corporate exception report.",
+            "items": {
+              "properties": {
+                "en": {
+                  "properties": {
+                    "chapter_name": {
+                      "description": "Chapter name in English.",
+                      "type": "string"
+                    },
+                    "chapter_texts": {
+                      "description": "Array of chapter text paragraphs in English, formatted in Markdown for structured presentation including headings, lists, tables, and links to provide comprehensive and professional corporate exception content.",
+                      "items": {
+                        "type": "string"
+                      },
+                      "type": "array"
+                    },
+                    "sub_sections": {
+                      "description": "Array of sub-sections in English.",
+                      "items": {
+                        "$ref": "#/definitions/sub_section"
+                      },
+                      "type": "array"
+                    }
+                  },
+                  "required": [
+                    "chapter_name",
+                    "sub_sections",
+                    "chapter_texts"
+                  ],
+                  "type": "object"
+                },
+                "zh": {
+                  "properties": {
+                    "chapter_name": {
+                      "description": "Chapter name in Chinese.",
+                      "type": "string"
+                    },
+                    "chapter_texts": {
+                      "description": "Array of chapter text paragraphs in Chinese, formatted in Markdown for structured presentation including headings, lists, tables, and links to provide comprehensive and professional corporate exception content.",
+                      "items": {
+                        "type": "string"
+                      },
+                      "type": "array"
+                    },
+                    "sub_sections": {
+                      "description": "Array of sub-sections in Chinese.",
+                      "items": {
+                        "$ref": "#/definitions/sub_section"
+                      },
+                      "type": "array"
+                    }
+                  },
+                  "required": [
+                    "chapter_name",
+                    "sub_sections",
+                    "chapter_texts"
+                  ],
+                  "type": "object"
+                }
+              },
+              "required": [
+                "en"
+              ],
+              "type": "object"
+            },
+            "type": "array"
+          },
+          "languages": {
+            "description": "Array of language codes indicating the languages included in the response, where 'zk' represents Chinese and 'en' represents English.",
+            "items": {
+              "type": "string"
+            },
+            "type": "array"
+          },
+          "report_infos": {
+            "description": "Dictionary containing report metadata in English and Chinese.",
+            "properties": {
+              "en": {
+                "properties": {
+                  "report_date": {
+                    "description": "Report generation date in English.",
+                    "type": "string"
+                  },
+                  "report_name": {
+                    "description": "Full report name in English.",
+                    "type": "string"
+                  },
+                  "report_type": {
+                    "description": "Type of the report in English.",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "report_date",
+                  "report_name",
+                  "report_type"
+                ],
+                "type": "object"
+              },
+              "zh": {
+                "properties": {
+                  "report_date": {
+                    "description": "Report generation date in Chinese.",
+                    "type": "string"
+                  },
+                  "report_name": {
+                    "description": "Full report name in Chinese.",
+                    "type": "string"
+                  },
+                  "report_type": {
+                    "description": "Type of the report in Chinese.",
+                    "type": "string"
+                  }
+                },
+                "required": [
+                  "report_date",
+                  "report_name",
+                  "report_type"
+                ],
+                "type": "object"
+              }
+            },
+            "required": [
+              "en"
+            ],
+            "type": "object"
+          }
+        },
+        "required": [
+          "languages",
+          "report_infos",
+          "chapter_infos"
+        ],
+        "type": "object"
+      },
+      "type": {
+        "description": "Indicates structured corporate exception report output.",
+        "enum": [
+          "results"
+        ]
+      }
+    },
+    "required": [
+      "type",
+      "data"
+    ],
+    "type": "object"
+  }
+]

First observedAug 19, 2026

TDQS

C2.9/5.0

Behavior2/5

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

Annotations only include openWorldHint: true, which is vague and doesn't clarify what open world means (e.g., dynamic pricing or external data). The description fails to disclose that this is a costly operation (credits up to 26400 for ALL), which is crucial for agent decision-making, and it doesn't state whether it returns historical change data or other constraints. No contradiction but incomplete transparency.

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

Conciseness2/5

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

The description is a large JSON pricing block with no natural language explanation. While the pricing data is useful, it's structured as raw JSON and takes up most of the description, making it hard to scan. It lacks a concise summary and mixes pricing with the tool's purpose. Efficiency is poor despite the data being relevant.

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

Completeness3/5

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

The tool has a complex output schema (not shown) but the description doesn't cover what the report contains beyond 'Enterprise Change Report'. Given the complexity of the domain (chapters like GovRel, Reputation, etc.), the description should provide more on what the report includes and how to choose between ALL and specific chapters. It's minimally complete with the schema handling parameter details, but it lacks high-level guidance.

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

Parameters4/5

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

Schema coverage is 100%, so parameters are well documented (pid with example, chapter_name enum). The description adds pricing per chapter, which is extra semantic information not in the schema, helping the agent understand cost implications of each option. However, it doesn't elaborate on the meaning of chapters beyond the enum names.

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 title 'Corporate Exception Report' and description 'Enterprise Change Report' (likely a typo) convey the tool's purpose of generating an enterprise-level report. However, the description is mostly a pricing block, providing no explicit verb or resource scope, and it doesn't clarify the difference from sibling enterprise_change_* tools, which cover specific change categories. It's clear enough that it produces a report, but not fully specific.

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

Usage Guidelines2/5

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

The description provides no guidance on when to use this tool versus the many sibling enterprise_change_* tools. It only implies through the 'chapter_name' enum that you can select a specific domain or ALL. There's no mention of prerequisites or alternatives, and the pricing info is irrelevant to usage.

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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