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Atlas entry

mcp.senzing.com

54 capabilities over A2A and MCP. The inventory is incomplete. First atlas observation.

Observed · passive: no tools called, no credentials sent · sha256:d90a0e…3f96

Surfaces

5 protocols checked

ARDNot foundNo document retrieved
A2AValid8 skills
MCPValid2026-07-28 · 13 tools · 2 resources · 31 prompts
OpenAPINot detected0 operations
WebMCPNot detected0 declarative form tools · experimental
Exact states and meaning
  • ARD
    absent

    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

  • A2A
    observed

    Exact state: valid · 8 skills

    A usable protocol document was retrieved and validated.

    Directly observed

  • MCP
    observed

    Exact state: valid · Revision 2026-07-28 · 13 tools · 2 resources · 31 prompts

    A usable protocol document was retrieved and validated.

    Directly observed

  • OpenAPI
    absent

    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

  • WebMCP
    absent

    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

54 · inventory incomplete

Summary of the AI readings · beta

The service lists 13 capabilities, and 7 have AI readings.

6 capabilities are read as read-only, including find_examples, download_resource and get_sample_data.

Rows named: find_examples · download_resource · get_sample_data

Written by code from the AI readings on this page: it groups them and says nothing they do not.

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.

A2A skills 8

  • data-mapping
  • documentation-search
  • error-troubleshooting
  • evaluation
  • platform-engineering
  • reporting
  • sample-data
  • sdk-development

MCP tools 13

  • analyze_record

    inputs file_paths, version, workspace_dir (required)

  • download_resource

    inputs filename, filenames, inline, offset and 2 more

    AI Reads only 0.80

  • explain_error_code

    inputs error_code (required), version

  • find_examples

    inputs file_path, language, list_files, max_lines and 2 more

    AI Reads only 0.90

  • generate_scaffold

    inputs language (required), version, workflow (required)

    AI Computes only, changes nothing 0.80

  • get_capabilities

    inputs version

    AI Reads only 0.80

  • get_sample_data

    inputs dataset (required), limit, offset, source

    AI Reads only 0.85

  • get_sdk_reference

    inputs filter, language, topic (required), version

    AI Reads only 0.90

  • mapping_workflow

    inputs action, data, environment, file_paths and 5 more

  • reporting_guide

    inputs environment, language, scale, topic (required) and 1 more

  • sdk_guide

    inputs data_sources, environment, language, platform and 3 more

  • search_docs

    inputs category, max_results, query (required), version

    AI Reads only 0.88

  • submit_feedback

    inputs category, email, firstname, how_heard and 2 more

MCP resources 2

  • name not shown
  • name not shown

MCP prompts 31

  • analyze-data-quality
  • architect-cloud-deployment
  • build-a-demo
  • build-entity-explorer-ui
  • build-reporting-dashboard
  • build-robust-error-handling
  • build-scalable-loader
  • build-sdk-integration
  • choose-a-database
  • delete-and-erase
  • deployment-options
  • design-er-pipeline
  • evaluate-er-results
  • explain-entity-resolution
  • how-would-senzing-fit
  • install-senzing
  • manage-redo-queue
  • map-data-source
  • migrate-v3-to-v4
  • plan-a-poc
  • plan-replication-and-ha
  • platform-integration
  • realtime-integration
  • request-eval-license
  • resolve-and-search
  • run-entity-resolution
  • senzing-roi
  • show-me-er-in-action
  • steward-entities
  • troubleshoot-error
  • why-senzing

Not observed in this Passport: OpenAPI operations.

Declared and observed

13 tools declare hints; the AI readings agree with all 7 that have a reading.

A disagreement is not a finding about the service: either side can be wrong. How we compare declarations and readings.

Atlas history

1 observation

  • 54 capabilities · A2A and MCP 2026-07-28 · MCP endpoint validFirst observation
    Fingerprint and versions
    Fingerprint
    d90a0e1546255819c73f6f678832927c7863fc17a3748e5fe1fb51064dac3f96
    Passport schema
    0.5.0, passport-semantic-v4
    Consistency
    MCP_PROMPTS_ADVERTISEMENT_LIST: match · MCP_RESOURCES_ADVERTISEMENT_LIST: match · 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.

About this entry

  • com.senzing/mcp
    Listed

    Official MCP Registry · first listed 24 Sep 2026 · last listed 3 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
sha256:246cfb02929522233b4320e5e55d527bbcd1d92638ea886eb60d777547d7bd43
Locator SHA-256
7ef26cafb41dc329a9c106ddccf770e99d775db524815f1ddd4c227093a7c578
Snapshot generated
4 Nov 2026, 00:59 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.