---
schema: "interfacedelta-service-md/1"
target_key: "sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6"
origin: "https://agentnative.cazimedia.com"
protocols: ["mcp"]
observed_at: "2026-11-14T08:01:11.872Z"
generated_at: "2026-11-14T10:27:31.640Z"
record_url: "https://interfacedelta.com/atlas/sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6"
record_api: "https://interfacedelta.com/api/v1/record/services/sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6"
source: "InterfaceDelta atlas"
license_note: "Use of this record is governed by https://interfacedelta.com/terms."
---

# Service record: https://agentnative.cazimedia.com

## Identity
- Origin: https://agentnative.cazimedia.com
- Endpoints: https://agentnative.cazimedia.com/mcp
- Protocols: mcp
- Registry names: com.cazimedia.agentnative/data-exchange
- First retained observation: 2026-11-14T08:01:11.872Z
- Latest observation: 2026-11-14T08:01:11.872Z

## Tools
MCP tools, OpenAPI operations, WebMCP tools and A2A skills; excludes prompts and resources.
Total capabilities: 14; non-tool capabilities: 0.
- Tool 1: aggregate\_imported\_dataset (mcp); inputs: dataset\_id, field, group\_by, metric, top; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 2: get\_coverage\_status (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 3: get\_materialization\_status (mcp); inputs: materialization\_id; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 4: list\_imported\_datasets (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 5: list\_official\_sources (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 6: query\_imported\_dataset (mcp); inputs: dataset\_id, filter\_field, filter\_value, skip, top; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 7: query\_us\_federal\_register (mcp); inputs: end\_date, start\_date, top, type; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 8: request\_capability (mcp); inputs: capability, dataset, example\_query, source\_url; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":false}
- Tool 9: request\_dataset\_materialization (mcp); inputs: discovered\_dataset\_id; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 10: request\_paid\_access (mcp); inputs: plan; inputs omitted: 0; annotations: {"readOnlyHint":false,"destructiveHint":false,"idempotentHint":false,"openWorldHint":true}
- Tool 11: sample\_imported\_dataset (mcp); inputs: dataset\_id; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 12: sample\_us\_federal\_register (mcp); inputs: none shown; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
- Tool 13: search\_discovered\_datasets (mcp); inputs: limit, query, source\_id; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":false}
- Tool 14: search\_public\_datasets (mcp); inputs: query; inputs omitted: 0; annotations: {"readOnlyHint":true,"destructiveHint":false,"idempotentHint":true,"openWorldHint":true}
Tools omitted: 0.

## Effect readings (AI)
- Tool 1 purpose: ◇ AI reading; Returns per-group counts, totals, averages and extremes for an imported dataset, along with its source details.; lens: tool-purpose-v1; model: not recorded.
- Tool 2 (get\_coverage\_status): ◇ AI reading; state: counted; reads (confidence 0.86); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 2 purpose: ◇ AI reading; Reports counts for discovered, materialized, and queryable rows, plus queue, failure, and freshness metrics for public-data coverage.; lens: tool-purpose-v1; model: not recorded.
- Tool 3 (get\_materialization\_status): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 3 purpose: ◇ AI reading; Checks the status of a background materialization job and returns its query-ready dataset ID once complete.; lens: tool-purpose-v1; model: not recorded.
- Tool 4 (list\_imported\_datasets): ◇ AI reading; state: counted; reads (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 4 purpose: ◇ AI reading; Lists published datasets ready for querying now, showing each identifier, size, recency and origin record.; lens: tool-purpose-v1; model: not recorded.
- Tool 5 (list\_official\_sources): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 6 purpose: ◇ AI reading; Fetches up to 100 cleaned records from an imported dataset snapshot, optionally matching one exact field value; this call is paid.; lens: tool-purpose-v1; model: not recorded.
- Tool 8 purpose: ◇ AI reading; Adds a demand record for a missing dataset or data capability; repeated requests raise its autonomous build priority.; lens: tool-purpose-v1; model: not recorded.
- Tool 9 (request\_dataset\_materialization): ◇ AI reading; state: counted; creates (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 9 purpose: ◇ AI reading; Starts a queued, prioritized ingestion of a discovered dataset; returns a job ID to poll for sample and query access.; lens: tool-purpose-v1; model: not recorded.
- Tool 11 (sample\_imported\_dataset): ◇ AI reading; state: counted; reads (confidence 0.8); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 11 purpose: ◇ AI reading; Returns a free three-row preview of a dataset, with summaries, freshness and source details, to judge it before buying.; lens: tool-purpose-v1; model: not recorded.
- Tool 12 (sample\_us\_federal\_register): ◇ AI reading; state: counted; reads (confidence 0.85); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 13 (search\_discovered\_datasets): ◇ AI reading; state: counted; reads (confidence 0.88); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 13 purpose: ◇ AI reading; Returns matching datasets from discovered official sources, including not-yet-queryable ones, with their materialization state.; lens: tool-purpose-v1; model: not recorded.
- Tool 14 (search\_public\_datasets): ◇ AI reading; state: counted; reads (confidence 0.86); lens: side-effects@1; model: claude-haiku-5.5.
- Tool 14 purpose: ◇ AI reading; Lists US federal dataset catalog entries matching a search query, with provenance, to find dataset IDs; does not read dataset rows.; lens: tool-purpose-v1; model: not recorded.

## Change history
No changes recorded in the retained history.

## Payment rails
- Protocols observed: none.
- HTTP 402 seen in retained observations: false.

## Not covered
- We don't call tools.
- We don't rate or certify.
- We don't publish prices.
- We cover only what was observed.

## Evidence
- Identity: observed / declared; observation time: 2026-11-14T08:01:11.872Z.
- Tools: declared; observation time: 2026-11-14T08:01:11.872Z.
- Effect readings (AI): AI reading; observation time: 2026-11-14T08:01:11.872Z.
- Change history: observed; observation time: 2026-11-14T08:01:11.872Z; change observation times: none.
- Payment rails: observed; observation time: 2026-11-14T08:01:11.872Z.

```json
{
  "schema": "interfacedelta-service-md/1",
  "target_key": "sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6",
  "origin": "https://agentnative.cazimedia.com",
  "protocols": [
    "mcp"
  ],
  "observed_at": "2026-11-14T08:01:11.872Z",
  "generated_at": "2026-11-14T10:27:31.640Z",
  "record_url": "https://interfacedelta.com/atlas/sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6",
  "record_api": "https://interfacedelta.com/api/v1/record/services/sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6",
  "source": "InterfaceDelta atlas",
  "license_note": "Use of this record is governed by https://interfacedelta.com/terms.",
  "identity": {
    "origin": "https://agentnative.cazimedia.com",
    "endpoints": [
      "https://agentnative.cazimedia.com/mcp"
    ],
    "protocols": [
      "mcp"
    ],
    "registry_names": [
      "com.cazimedia.agentnative/data-exchange"
    ],
    "first_retained_observation": "2026-11-14T08:01:11.872Z",
    "latest_observation": "2026-11-14T08:01:11.872Z"
  },
  "tools": [
    {
      "name": "aggregate_imported_dataset",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "dataset_id",
        "field",
        "group_by",
        "metric",
        "top"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns per-group counts, totals, averages and extremes for an imported dataset, along with its source details.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "get_coverage_status",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.86
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Reports counts for discovered, materialized, and queryable rows, plus queue, failure, and freshness metrics for public-data coverage.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "get_materialization_status",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "materialization_id"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Checks the status of a background materialization job and returns its query-ready dataset ID once complete.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "list_imported_datasets",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.8
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Lists published datasets ready for querying now, showing each identifier, size, recency and origin record.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "list_official_sources",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "query_imported_dataset",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "dataset_id",
        "filter_field",
        "filter_value",
        "skip",
        "top"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Fetches up to 100 cleaned records from an imported dataset snapshot, optionally matching one exact field value; this call is paid.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "query_us_federal_register",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "end_date",
        "start_date",
        "top",
        "type"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": null
    },
    {
      "name": "request_capability",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "capability",
        "dataset",
        "example_query",
        "source_url"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": false
      },
      "effects": null,
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Adds a demand record for a missing dataset or data capability; repeated requests raise its autonomous build priority.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "request_dataset_materialization",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "discovered_dataset_id"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "creates",
            "confidence": 0.8
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Starts a queued, prioritized ingestion of a discovered dataset; returns a job ID to poll for sample and query access.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "request_paid_access",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "plan"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": false,
        "destructiveHint": false,
        "idempotentHint": false,
        "openWorldHint": true
      },
      "effects": null
    },
    {
      "name": "sample_imported_dataset",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "dataset_id"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.8
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns a free three-row preview of a dataset, with summaries, freshness and source details, to judge it before buying.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "sample_us_federal_register",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.85
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      }
    },
    {
      "name": "search_discovered_datasets",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "limit",
        "query",
        "source_id"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": false
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.88
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Returns matching datasets from discovered official sources, including not-yet-queryable ones, with their materialization state.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    },
    {
      "name": "search_public_datasets",
      "kind": "mcp.tool",
      "protocol": "mcp",
      "inputs": [
        "query"
      ],
      "inputs_omitted": 0,
      "annotations": {
        "readOnlyHint": true,
        "destructiveHint": false,
        "idempotentHint": true,
        "openWorldHint": true
      },
      "effects": {
        "marker": "◇ AI reading",
        "state": "counted",
        "classes": [
          {
            "class": "reads",
            "confidence": 0.86
          }
        ],
        "lens": "side-effects@1",
        "model": "claude-haiku-5.5"
      },
      "purpose": {
        "marker": "◇ AI reading",
        "text": "Lists US federal dataset catalog entries matching a search query, with provenance, to find dataset IDs; does not read dataset rows.",
        "lens": "tool-purpose-v1",
        "model": null
      }
    }
  ],
  "capability_count": 14,
  "non_tool_capability_count": 0,
  "tool_count_scope": "MCP tools, OpenAPI operations, WebMCP tools and A2A skills; excludes prompts and resources.",
  "tools_omitted": 0,
  "tools_state": "recorded",
  "changes": [],
  "payment_rails": {
    "protocols": [],
    "http_402_seen": false
  },
  "not_covered": [
    "We don't call tools.",
    "We don't rate or certify.",
    "We don't publish prices.",
    "We cover only what was observed."
  ],
  "evidence": [
    {
      "section": "Identity",
      "classes": [
        "observed",
        "declared"
      ],
      "observed_at": "2026-11-14T08:01:11.872Z"
    },
    {
      "section": "Tools",
      "classes": [
        "declared"
      ],
      "observed_at": "2026-11-14T08:01:11.872Z"
    },
    {
      "section": "Effect readings (AI)",
      "classes": [
        "AI reading"
      ],
      "observed_at": "2026-11-14T08:01:11.872Z"
    },
    {
      "section": "Change history",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-14T08:01:11.872Z",
      "observation_times": []
    },
    {
      "section": "Payment rails",
      "classes": [
        "observed"
      ],
      "observed_at": "2026-11-14T08:01:11.872Z"
    }
  ]
}
```