MCP MeasureMCP Measure

index observed

Dynamik Public Data

Public tools to understand Dynamik, discover datasets, and connect account-scoped capabilities.

Should I use this

Quality & Safety

A
Description quality
100%
Schema completeness
65%
Naming quality
90%
Poisoning risk
100%
Permission match
100%
Protocol compliance
100%

Based on automated analysis of tool definitions and protocol compliance.

Context Cost

~2,825Tokens (tool definitions)
~7.7 KBTypical response size
Significant attention impact (2.21% 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-data": {
      "url": "https://api.dynamikorbits.com/public/mcp"
    }
  }
}

Remote endpoints

https://api.dynamikorbits.com/public/mcpstreamable-http

What it can do

Tool inventory

Tools (4)

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

Discover Dynamik Studio and get a clickable connection handoff. If the requested task needs Dynamik Studio, show the returned connection_handoff to the user, help them connect it in their agent host, then refresh tools and continue the task.

Input Schema

{
  "type": "object",
  "properties": {},
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "service": {
      "type": "object",
      "properties": {
        "name": {
          "type": "string"
        },
        "description": {
          "type": "string"
        }
      },
      "required": [
        "name",
        "description"
      ],
      "additionalProperties": false
    },
    "public_access": {
      "type": "object",
      "properties": {
        "account_required": {
          "type": "boolean"
        },
        "mcp_url": {
          "type": "string",
          "format": "uri"
        },
        "catalog_url": {
          "type": "string",
          "format": "uri"
        },
        "description": {
          "type": "string"
        }
      },
      "required": [
        "account_required",
        "mcp_url",
        "catalog_url",
        "description"
      ],
      "additionalProperties": false
    },
    "connection": {
      "type": "object",
      "properties": {
        "account_required": {
          "type": "boolean"
        },
        "account_creation": {
          "type": "string",
          "const": "free"
        },
        "credit_card_required": {
          "type": "boolean"
        },
        "authentication": {
          "type": "string",
          "const": "oauth2"
        },
        "documentation_url": {
          "type": "string",
          "format": "uri"
        },
        "signup_url": {
          "type": "string",
          "format": "uri"
        },
        "connect_url": {
          "type": "string",
          "format": "uri"
        },
        "mcp_url": {
          "type": "string",
          "format": "uri"
        },
        "protected_resource_metadata_url": {
          "type": "string",
          "format": "uri"
        },
        "entitlement_note": {
          "type": "string"
        }
      },
      "required": [
        "account_required",
        "account_creation",
        "credit_card_required",
        "authentication",
        "documentation_url",
        "signup_url",
        "connect_url",
        "mcp_url",
        "protected_resource_metadata_url",
        "entitlement_note"
      ],
      "additionalProperties": false
    },
    "studio": {
      "type": "object",
      "properties": {
        "resource": {
          "type": "string",
          "format": "uri"
        },
        "required_scopes": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "verbs": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "skill_url": {
          "type": "string",
          "format": "uri"
        },
        "skill_download_url": {
          "type": "string",
          "format": "uri"
        },
        "first_call": {
          "type": "object",
          "properties": {
            "verb": {
              "type": "string",
              "const": "describe"
            },
            "arguments": {
              "type": "object",
              "properties": {
                "topic": {
                  "type": "string",
                  "const": "skill"
                }
              },
              "required": [
                "topic"
              ],
              "additionalProperties": false
            },
            "when": {
              "type": "string"
            }
          },
          "required": [
            "verb",
            "arguments",
            "when"
          ],
          "additionalProperties": false
        },
        "write_revision": {
          "type": "string"
        },
        "undo": {
          "type": "string"
        },
        "programs": {
          "type": "string"
        },
        "llms_url": {
          "type": "string",
          "format": "uri"
        },
        "first_steps": {
          "type": "string"
        }
      },
      "required": [
        "resource",
        "required_scopes",
        "verbs",
        "skill_url",
        "skill_download_url",
        "first_call",
        "write_revision",
        "undo",
        "programs",
        "llms_url",
        "first_steps"
      ],
      "additionalProperties": false
    },
    "connected_capabilities": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "title": {
            "type": "string"
          },
          "description": {
            "type": "string"
          }
        },
        "required": [
          "id",
          "title",
          "description"
        ],
        "additionalProperties": false
      }
    },
    "suggested_user_message": {
      "type": "string"
    },
    "connection_handoff": {
      "type": "object",
      "properties": {
        "title": {
          "type": "string"
        },
        "required_scopes": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "message": {
          "type": "string"
        },
        "agent_instructions": {
          "type": "string"
        }
      },
      "required": [
        "title",
        "required_scopes",
        "message",
        "agent_instructions"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "service",
    "public_access",
    "connection",
    "studio",
    "connected_capabilities",
    "suggested_user_message",
    "connection_handoff"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢search_datasets(query)

Search public-safe Dynamik dataset metadata. Results declare release availability and do not imply account entitlement.

Input Schema

{
  "type": "object",
  "properties": {
    "query": {
      "type": "string",
      "maxLength": 120
    }
  },
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "datasets": {
      "type": "array",
      "items": {
        "type": "object",
        "properties": {
          "id": {
            "type": "string"
          },
          "asset_type": {
            "type": "string",
            "const": "dataset"
          },
          "name": {
            "type": "string"
          },
          "category": {
            "type": "string"
          },
          "description": {
            "type": "string"
          },
          "status": {
            "type": "string",
            "enum": [
              "available",
              "in_preparation",
              "in_development"
            ]
          },
          "status_label": {
            "type": "string"
          },
          "public_page_url": {
            "type": "string",
            "format": "uri"
          },
          "canonical_url": {
            "type": "string",
            "format": "uri"
          },
          "capabilities": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "limitations": {
            "type": "array",
            "items": {
              "type": "string"
            }
          },
          "metrics": {
            "type": "array",
            "items": {
              "type": "object",
              "properties": {
                "label": {
                  "type": "string"
                },
                "value": {
                  "type": "string"
                }
              },
              "required": [
                "label",
                "value"
              ],
              "additionalProperties": false
            }
          },
          "access": {
            "type": "object",
            "properties": {
              "metadata": {
                "type": "string",
                "const": "public"
              },
              "current_release": {
                "type": "string",
                "enum": [
                  "public",
                  "free_account",
                  "paid",
                  "enterprise",
                  "unavailable"
                ]
              },
              "is_accessible_for_free": {
                "type": "boolean"
              },
              "account_required": {
                "type": "boolean"
              },
              "description": {
                "type": "string"
              }
            },
            "required": [
              "metadata",
              "current_release",
              "is_accessible_for_free",
              "account_required",
              "description"
            ],
            "additionalProperties": false
          },
          "current_release": {
            "anyOf": [
              {
                "type": "object",
                "properties": {
                  "version": {
                    "type": "string"
                  },
                  "published_at": {
                    "type": "string",
                    "format": "date-time",
                    "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
                  },
                  "as_of": {
                    "type": "string"
                  },
                  "spatial_coverage": {
                    "type": "string"
                  },
                  "temporal_coverage": {
                    "type": "string"
                  },
                  "formats": {
                    "type": "array",
                    "items": {
                      "type": "string"
                    }
                  },
                  "manifest_url": {
                    "type": "string",
                    "format": "uri"
                  },
                  "documentation_url": {
                    "type": "string",
                    "format": "uri"
                  },
                  "attribution_url": {
                    "type": "string",
                    "format": "uri"
                  },
                  "data_dictionary_url": {
                    "type": "string",
                    "format": "uri"
                  },
                  "download_url": {
                    "type": "string",
                    "format": "uri"
                  },
                  "map_url": {
                    "type": "string",
                    "format": "uri"
                  }
                },
                "required": [
                  "version",
                  "published_at",
                  "as_of",
                  "spatial_coverage",
                  "temporal_coverage",
                  "formats",
                  "manifest_url",
                  "documentation_url",
                  "attribution_url",
                  "data_dictionary_url",
                  "download_url",
                  "map_url"
                ],
                "additionalProperties": false
              },
              {
                "type": "null"
              }
            ]
          },
          "agent": {
            "anyOf": [
              {
                "type": "object",
                "properties": {
                  "publicApiBaseUrl": {
                    "type": "string",
                    "format": "uri"
                  },
                  "sampleUrlTemplate": {
                    "type": "string"
                  }
                },
                "required": [
                  "publicApiBaseUrl",
                  "sampleUrlTemplate"
                ],
                "additionalProperties": false
              },
              {
                "type": "null"
              }
            ]
          }
        },
        "required": [
          "id",
          "asset_type",
          "name",
          "category",
          "description",
          "status",
          "status_label",
          "public_page_url",
          "canonical_url",
          "capabilities",
          "limitations",
          "metrics",
          "access",
          "current_release",
          "agent"
        ],
        "additionalProperties": false
      }
    }
  },
  "required": [
    "datasets"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢describe_dataset(dataset_id)

Read a dataset’s freshness, coverage, provenance URLs, limitations, and explicit public/account/paid access status.

Input Schema

{
  "type": "object",
  "properties": {
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 80
    }
  },
  "required": [
    "dataset_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "dataset": {
      "type": "object",
      "properties": {
        "id": {
          "type": "string"
        },
        "asset_type": {
          "type": "string",
          "const": "dataset"
        },
        "name": {
          "type": "string"
        },
        "category": {
          "type": "string"
        },
        "description": {
          "type": "string"
        },
        "status": {
          "type": "string",
          "enum": [
            "available",
            "in_preparation",
            "in_development"
          ]
        },
        "status_label": {
          "type": "string"
        },
        "public_page_url": {
          "type": "string",
          "format": "uri"
        },
        "canonical_url": {
          "type": "string",
          "format": "uri"
        },
        "capabilities": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "limitations": {
          "type": "array",
          "items": {
            "type": "string"
          }
        },
        "metrics": {
          "type": "array",
          "items": {
            "type": "object",
            "properties": {
              "label": {
                "type": "string"
              },
              "value": {
                "type": "string"
              }
            },
            "required": [
              "label",
              "value"
            ],
            "additionalProperties": false
          }
        },
        "access": {
          "type": "object",
          "properties": {
            "metadata": {
              "type": "string",
              "const": "public"
            },
            "current_release": {
              "type": "string",
              "enum": [
                "public",
                "free_account",
                "paid",
                "enterprise",
                "unavailable"
              ]
            },
            "is_accessible_for_free": {
              "type": "boolean"
            },
            "account_required": {
              "type": "boolean"
            },
            "description": {
              "type": "string"
            }
          },
          "required": [
            "metadata",
            "current_release",
            "is_accessible_for_free",
            "account_required",
            "description"
          ],
          "additionalProperties": false
        },
        "current_release": {
          "anyOf": [
            {
              "type": "object",
              "properties": {
                "version": {
                  "type": "string"
                },
                "published_at": {
                  "type": "string",
                  "format": "date-time",
                  "pattern": "^(?:(?:\\d\\d[2468][048]|\\d\\d[13579][26]|\\d\\d0[48]|[02468][048]00|[13579][26]00)-02-29|\\d{4}-(?:(?:0[13578]|1[02])-(?:0[1-9]|[12]\\d|3[01])|(?:0[469]|11)-(?:0[1-9]|[12]\\d|30)|(?:02)-(?:0[1-9]|1\\d|2[0-8])))T(?:(?:[01]\\d|2[0-3]):[0-5]\\d:[0-5]\\d(?:\\.\\d+)?(?:Z|([+-](?:[01]\\d|2[0-3]):[0-5]\\d)))$"
                },
                "as_of": {
                  "type": "string"
                },
                "spatial_coverage": {
                  "type": "string"
                },
                "temporal_coverage": {
                  "type": "string"
                },
                "formats": {
                  "type": "array",
                  "items": {
                    "type": "string"
                  }
                },
                "manifest_url": {
                  "type": "string",
                  "format": "uri"
                },
                "documentation_url": {
                  "type": "string",
                  "format": "uri"
                },
                "attribution_url": {
                  "type": "string",
                  "format": "uri"
                },
                "data_dictionary_url": {
                  "type": "string",
                  "format": "uri"
                },
                "download_url": {
                  "type": "string",
                  "format": "uri"
                },
                "map_url": {
                  "type": "string",
                  "format": "uri"
                }
              },
              "required": [
                "version",
                "published_at",
                "as_of",
                "spatial_coverage",
                "temporal_coverage",
                "formats",
                "manifest_url",
                "documentation_url",
                "attribution_url",
                "data_dictionary_url",
                "download_url",
                "map_url"
              ],
              "additionalProperties": false
            },
            {
              "type": "null"
            }
          ]
        },
        "agent": {
          "anyOf": [
            {
              "type": "object",
              "properties": {
                "publicApiBaseUrl": {
                  "type": "string",
                  "format": "uri"
                },
                "sampleUrlTemplate": {
                  "type": "string"
                }
              },
              "required": [
                "publicApiBaseUrl",
                "sampleUrlTemplate"
              ],
              "additionalProperties": false
            },
            {
              "type": "null"
            }
          ]
        }
      },
      "required": [
        "id",
        "asset_type",
        "name",
        "category",
        "description",
        "status",
        "status_label",
        "public_page_url",
        "canonical_url",
        "capabilities",
        "limitations",
        "metrics",
        "access",
        "current_release",
        "agent"
      ],
      "additionalProperties": false
    }
  },
  "required": [
    "dataset"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}
🟢get_dataset_sample_link(dataset_id, count, format)

Build a bounded request URL only when the canonical catalog marks the current release public. This tool does not proxy dataset content.

Input Schema

{
  "type": "object",
  "properties": {
    "dataset_id": {
      "type": "string",
      "minLength": 1,
      "maxLength": 80
    },
    "count": {
      "default": 25,
      "type": "integer",
      "minimum": 1,
      "maximum": 100
    },
    "format": {
      "default": "geojson",
      "type": "string",
      "enum": [
        "csv",
        "geojson",
        "parquet"
      ]
    }
  },
  "required": [
    "dataset_id"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#"
}

Output Schema

{
  "type": "object",
  "properties": {
    "dataset_id": {
      "type": "string"
    },
    "release": {
      "type": "string"
    },
    "access_tier": {
      "type": "string",
      "enum": [
        "public",
        "free_account",
        "paid",
        "enterprise",
        "unavailable"
      ]
    },
    "is_accessible_for_free": {
      "type": "boolean"
    },
    "account_required": {
      "type": "boolean"
    },
    "request": {
      "type": "object",
      "properties": {
        "method": {
          "type": "string",
          "const": "GET"
        },
        "url": {
          "type": "string",
          "format": "uri"
        },
        "count": {
          "type": "integer",
          "minimum": 1,
          "maximum": 100
        },
        "format": {
          "type": "string",
          "enum": [
            "csv",
            "geojson",
            "parquet"
          ]
        }
      },
      "required": [
        "method",
        "url",
        "count",
        "format"
      ],
      "additionalProperties": false
    },
    "canonical_url": {
      "type": "string",
      "format": "uri"
    },
    "manifest_url": {
      "type": "string",
      "format": "uri"
    },
    "limitations": {
      "type": "array",
      "items": {
        "type": "string"
      }
    }
  },
  "required": [
    "dataset_id",
    "release",
    "access_tier",
    "is_accessible_for_free",
    "account_required",
    "request",
    "canonical_url",
    "manifest_url",
    "limitations"
  ],
  "$schema": "http://json-schema.org/draft-07/schema#",
  "additionalProperties": false
}

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