GVE Public Governed Knowledge

Read-only public, governed enterprise knowledge published by GVE, with provenance and validation.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
81%
Naming quality
100%
Poisoning risk
100%
Permission match
90%
Protocol compliance
100%

Findings (1)

  • LOWTool 'fetch' suggests web access but openWorldHint=falsein fetch

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~1,121Tokens (tool definitions)
~1.8 KBTypical response size
Moderate attention impact (0.88% of 128k context)

This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.

Install

One-Click Install

Add this to your `claude_desktop_config.json` file:

{
  "mcpServers": {
    "public-knowledge": {
      "url": "https://objects.globalvisibilityengine.com/public-enterprise-exposure/_agent/mcp"
    }
  }
}

Remote endpoints

https://objects.globalvisibilityengine.com/public-enterprise-exposure/_agent/mcpstreamable-http

What it can do

Tool inventory

Tools (5)

🟢 Read-only🟡 Write🔴 Delete⚪ Unknown
🟢list_tenants

Lists the organizations whose public governed knowledge GVE publishes, with the object types and counts each one exposes.

Input Schema

{
  "type": "object",
  "properties": {},
  "required": [],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "tenants": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "namespace": {
            "type": "string"
          },
          "name": {
            "type": "string"
          },
          "language": {
            "type": [
              "string",
              "null"
            ]
          },
          "totalObjects": {
            "type": "integer"
          },
          "types": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "type": {
                  "type": "string"
                },
                "count": {
                  "type": "integer"
                },
                "pageCount": {
                  "type": "integer"
                }
              },
              "required": [
                "type",
                "count",
                "pageCount"
              ]
            }
          },
          "canonicalPublicUrl": {
            "type": "string"
          }
        },
        "required": [
          "namespace",
          "name",
          "totalObjects",
          "types",
          "canonicalPublicUrl"
        ]
      }
    }
  },
  "required": [
    "tenants"
  ]
}
🟢list_objects(namespace, type, page)

Lists the public objects of one tenant. Without type: the tenant's object types and counts. With type: one page (100 per page) of that type's objects.

Input Schema

{
  "type": "object",
  "properties": {
    "namespace": {
      "type": "string",
      "pattern": "^[a-z0-9]+(?:_[a-z0-9]+)*$",
      "description": "Tenant namespace from list_tenants."
    },
    "type": {
      "type": "string",
      "pattern": "^[a-z_]{1,40}$",
      "description": "Object type from the tenant's types."
    },
    "page": {
      "type": "integer",
      "minimum": 1,
      "description": "Page number, from 1."
    }
  },
  "required": [
    "namespace"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "namespace": {
      "type": "string"
    },
    "type": {
      "type": "string"
    },
    "page": {
      "type": "integer"
    },
    "pageCount": {
      "type": "integer"
    },
    "totalObjects": {
      "type": "integer"
    },
    "types": {
      "type": "array",
      "items": {
        "type": "object"
      }
    },
    "items": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "type": {
            "type": "string"
          },
          "label": {
            "type": "string"
          },
          "canonicalPublicUrl": {
            "type": "string"
          },
          "dateModified": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "type",
          "label",
          "canonicalPublicUrl"
        ]
      }
    },
    "links": {
      "type": "object"
    }
  },
  "required": [
    "namespace",
    "totalObjects"
  ]
}
🟢get_object(namespace, type, id)

Returns one public governed object exactly as GVE serves it publicly, plus its governance view (provenance, validation, quality, last material change; freshness, confidence and relations are reported as not established or not published).

Input Schema

{
  "type": "object",
  "properties": {
    "namespace": {
      "type": "string",
      "pattern": "^[a-z0-9]+(?:_[a-z0-9]+)*$"
    },
    "type": {
      "type": "string",
      "pattern": "^[a-z_]{1,40}$"
    },
    "id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 512,
      "description": "Object id as listed by list_objects."
    }
  },
  "required": [
    "namespace",
    "type",
    "id"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "object": {
      "type": "object"
    },
    "governance": {
      "type": "object"
    }
  },
  "required": [
    "object",
    "governance"
  ]
}
🟢search(query, namespace, type, limit)

Lexical search over the labels and descriptions of the public objects. Returns identifiers to pass to fetch.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "minLength": 1,
      "maxLength": 200
    },
    "namespace": {
      "type": "string",
      "pattern": "^[a-z0-9]+(?:_[a-z0-9]+)*$",
      "description": "Optional: restrict to one tenant."
    },
    "type": {
      "type": "string",
      "pattern": "^[a-z_]{1,40}$",
      "description": "Optional: restrict to one object type."
    },
    "limit": {
      "type": "integer",
      "minimum": 1,
      "maximum": 20
    }
  },
  "required": [
    "query"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "results": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "url": {
            "type": "string"
          },
          "namespace": {
            "type": "string"
          },
          "type": {
            "type": "string"
          },
          "snippet": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "title",
          "url"
        ]
      }
    }
  },
  "required": [
    "results"
  ]
}
🟢fetch(id)

Fetches the full public object for an id returned by search.

Input Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string",
      "minLength": 3,
      "maxLength": 640,
      "description": "Identifier returned by search."
    }
  },
  "required": [
    "id"
  ],
  "additionalProperties": false
}

Output Schema

{
  "type": "object",
  "properties": {
    "id": {
      "type": "string"
    },
    "title": {
      "type": "string"
    },
    "text": {
      "type": "string"
    },
    "url": {
      "type": "string"
    },
    "metadata": {
      "type": "object"
    }
  },
  "required": [
    "id",
    "title",
    "text",
    "url"
  ]
}

Community

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Evidence

Recent observations

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