Atlas entry
agentnative.
14 capabilities over MCP. The inventory is incomplete. First atlas observation.
14 tools. 8 only read. 1 changes records. 5 have no reading.◇
AI reading, beta. side-effects v1 on claude-haiku-5.5, calibrated on MCP (golden-3). Only readings above a measured precision count. Counts are tools, not calls: no tool was called.
AI readings summary · beta
The service lists 14 tools, and 9 have AI readings.
request_dataset_materialization is read as creating records.
8 tools are read as read-only, including list_imported_datasets, sample_us_federal_register and list_official_sources.
list_imported_datasets: Lists published datasets ready for querying now, showing each identifier, size, recency and origin record.
Written by code from the AI readings on this page: it groups them and says nothing they do not.
What an agent can do here
AI readings, beta · Readings on 9 of 14 MCP tools.
Moves money
0
No tool read this way.
Deletes or cancels records
0
No tool read this way.
Sends messages to people
0
No tool read this way.
Changes permissions
0
No tool read this way.
Runs code
0
No tool read this way.
Should ask a person first
0
No tool read this way.
No counted reading 5 tools No reading was counted, so any effect above is possible for them: aggregate_imported_dataset, query_imported_dataset, query_us_federal_register, request_capability, request_paid_access.
What changed
First atlas observation. Atlas history
Look first
AI reading, beta: AI adds items here; it never removes one.
No tool is read as one of the six effects. A zero is a count, not a clearance.
Surfaces
5 protocols checked
| ARD | Not found | No document retrieved |
|---|---|---|
| A2A | invalid | 0 skills |
| MCP | Valid | 2025-06-18 · 14 tools · resources not advertised · prompts not advertised |
| OpenAPI | Not detected | 0 operations |
| WebMCP | Not detected | 0 declarative form tools · experimental |
Exact states and meaning
- ARDabsent
Exact state: not found · No document retrieved
The supported discovery location returned no matching document.
Not found does not prove the service exposes no such interface elsewhere.
Not observed / not fetched
- A2Afailed
Exact state: invalid · Revision 1.0 · 0 skills
InterfaceDelta retained the machine state “invalid” without assigning an additional meaning.
Not observed / not fetched
- MCPobserved
Exact state: valid · Revision 2025-06-18 · 14 tools · resources not advertised · prompts not advertised
A usable protocol document was retrieved and validated.
Directly observed
- OpenAPIabsent
Exact state: not detected · 0 operations
No endpoint was established from the evidence and scope that InterfaceDelta inspected.
Not detected does not prove that no endpoint exists.
Not observed / not fetched
- WebMCPabsent
Exact state: not detected · 0 declarative form tools · experimental
No named declarative WebMCP form tools were observed in the origin root HTML.
Script-registered tools and other pages are not observed, so this does not mean the site has no WebMCP tools.
Not observed / not fetched
Capabilities
Showing 14 of 14.
| Tool and inputs | ◇ AI reading, beta · confidence | ||||||
|---|---|---|---|---|---|---|---|
| Read as none of the six 9 Not a clearance. | |||||||
| Reports counts for discovered, materialized, and queryable rows, plus queue, failure, and freshness metrics for public-data coverage.no inputs | Reads only0.86 | ||||||
| |||||||
| Checks the status of a background materialization job and returns its query-ready dataset ID once complete.materialization_id* | Reads only0.85 | ||||||
| |||||||
| Lists published datasets ready for querying now, showing each identifier, size, recency and origin record.no inputs | Reads only0.80 | ||||||
| |||||||
| no inputs | Reads only0.88 | ||||||
| |||||||
| Starts a queued, prioritized ingestion of a discovered dataset; returns a job ID to poll for sample and query access.discovered_dataset_id* | Creates records0.80 | ||||||
| |||||||
| Returns a free three-row preview of a dataset, with summaries, freshness and source details, to judge it before buying.dataset_id* | Reads only0.80 | ||||||
| |||||||
| no inputs | Reads only0.85 | ||||||
| |||||||
| Returns matching datasets from discovered official sources, including not-yet-queryable ones, with their materialization state.limit, query, source_id | Reads only0.88 | ||||||
| |||||||
| Lists US federal dataset catalog entries matching a search query, with provenance, to find dataset IDs; does not read dataset rows.query* | Reads only0.86 | ||||||
| |||||||
| No counted reading 5 No reading was counted, so any effect is possible. | |||||||
| Returns per-group counts, totals, averages and extremes for an imported dataset, along with its source details.dataset_id*, field, group_by*, metric and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Fetches up to 100 cleaned records from an imported dataset snapshot, optionally matching one exact field value; this call is paid.dataset_id*, filter_field, filter_value, skip and 1 more | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| end_date, start_date, top, type | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| Adds a demand record for a missing dataset or data capability; repeated requests raise its autonomous build priority.capability*, dataset*, example_query, source_url | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
| plan | unknown | unknown | unknown | unknown | unknown | unknown | No reading |
| |||||||
Read as this effect No reading: unknown Not read as this effect◇ AI readings, beta. A zero is a count, not a clearance.
A2A skills 0+ observed
Inventory incomplete. The displayed count is a lower bound; missing items do not prove removal.
None recorded in this Passport.
Not observed in this Passport: MCP resources, MCP prompts, OpenAPI operations.
The atlas shows each capability by its plain identifier, inputs and declared sign-in. Publisher descriptions, paths, links and source evidence are not published here.
The comparison with the previous observation is shown only to the account that recorded it.
Atlas history
1 observation
- 14 capabilities · MCP 2025-06-18 · MCP endpoint validFirst observation
Fingerprint and versions
- Fingerprint
fc935d8bcbdd7845dd99875c06bedeba22f73471542215e17c65cf9e2deca54d- Passport schema
- 0.5.0, passport-semantic-v4
- Consistency
- MCP_PROMPTS_ADVERTISEMENT_LIST: not applicable · MCP_RESOURCES_ADVERTISEMENT_LIST: not applicable · MCP_TOOLS_ADVERTISEMENT_LIST: match · OPENAPI_MCP_EXPLICIT_MAPPING: not applicable
Each class compares an observation with the previous atlas observation. Runs of unchanged observations are grouped. Struck values are what the previous observation recorded; inserted values are what this one recorded.
Declared and observed
14 tools declare hints; the AI readings agree with all 9 that have a reading.
A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.
About this entry
com.cazimedia.agentnative/data-exchangeListedOfficial MCP Registry · first listed 18 Sep 2026 · last listed 2 Nov 2026
Passive observations of a public interface listed in the Official MCP Registry. An observation does not verify security, ownership or compliance, and InterfaceDelta assigns no scores or rankings. Methodology · Report an inaccuracy · Ask for removal
Identity and snapshot
- Target key
sha256:5aaded238dd5d07b9823e9861d204a6754b8e2d94489412da6bbcc407ad786b6- Locator SHA-256
7cdba938a853756083de95c2639b908bee5e2f3e51de13821a19079015b56043- Snapshot generated
- 14 Nov 2026, 08:50 UTC
The entry is one exact observed target, not a real-world service identity, and implies no ownership. Endpoint paths are not published; the locator hash lets an operator confirm their own URL.