Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.
Added "deepbom_publish_query", "deepbom_query_file" and "deepbom_workflow_guide" (4 tools before, 7 now)
Return requested model evidence to chat — Component-only: validates and returns a bounded Evidence IR query projection for the same attachment. No model bytes, state persistence, or runtime execution. Result digests establish consistency, not independent server attestation.
Inspect specific model evidence — Use for follow-up questions about an already identified attachment: inspect a layer by subject_ref, search or page through all operations, inspect findings, rank improvement investigations, inspect encoded activation fusion, compare source-pinned static delegate eligibility, or explicitly analyze weight distributions, channels, similarity, singular spectra, sparsity and quantization with section=weights and optional weight_view. Weight analysis reads payloads on demand with explicit decoder/budget coverage (128 MiB widget limit). Reuse the ChatGPT-authorized file and the exact SHA-256 from it…
Choose a DEEPBOM analysis workflow — Use to discover how to answer a model-analysis question across ChatGPT, the interactive deepbom.org workspace and the local CLI. Returns real query sections, visualization/export actions, explicit web continuation links, required inputs, CLI argument templates and evidence limits for weights, pruning investigation, comparison, BOM verification, metadata/OMOP, activation evidence, runtime, batch/CI and integrations. No attachment is required. This is guidance, not a completed analysis or local command execution. Prefer answering from existing evidence; inspect supported follow-ups with deepbom…
Changed the definition of "deepbom_publish_analysis"
{"additionalProperties":false,"properties":{"result":{"anyOf":[{"additionalProperties":false,"properties":{"analysis_location":{" ⟨36 unchanged words⟩ ,"evidence_boundary":{"type":"string"},"evidence_linksfindings":{"type":"object"},"graph":{"additionalProperties":false,"properties":{"artifact_sha256mac_confidence":{"patterntype":"^[a-f0-9]{64string"}$,"operator_count":{"minimum":0,"type":["stringinteger
Changed the definition of "deepbom_publish_analysis"
⟨44 unchanged words⟩ ,"evidence_boundary":{"type":"string"},"evidence_links":{"additionalProperties":false,"properties":{"artifact_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"attested_relationship_count":{"maximum":1000000,"minimum":0,"type":"integer"},"check_count":{"maximum":1000000,"minimum":0,"type":"integer"},"check_counts":{"additionalProperties":false,"properties":{"match":{"maximum":1000000,"minimum":0,"type":"integer"},"mismatch":{"maximum":1000000,"minimum":0,"type":"integer"},"not_assessed":{"maximum":1000000,"minimum":0,"type":"integer"},"unresolved":{"maximum":1000000,"minimum":0,"type":"integer"},"unsupported":{"maximum":1000000,"minimum":0,"type":"integer"}},"required":["match","mismatch","not_assessed","unresolved","unsupported"],"type":"object"},"evidence_link_ir_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"field_count":{"maximum":1000000,"minimum":0,"type":"integer"},"mapped_declared_field_count":{"maximum":1000000,"minimum":0,"type":"integer"},"metadata_truth_verified":{"const":false,"type":"boolean"},"model_ir_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"node_count":{"maximum":1000000,"minimum":0,"type":"integer"},"observed_file_count":{"maximum":1000000,"minimum":0,"type":"integer"},"publisher_authenticity":{"const":"not_verified","type":"string"},"relationship_count":{"maximum":1000000,"minimum":0,"type":"integer"},"schema":{"const":"deepbom.evidence_link_summary.v1","type":"string"},"status":{"enum":["contradiction_observed","incomplete","no_contradiction_observed"],"type":"string"},"unsupported_field_count":{"maximum":1000000,"minimum":0,"type":"integer"}},"required":["schema","artifact_sha256","model_ir_sha256","evidence_link_ir_sha256","status","node_count","relationship_count","observed_file_count","check_count","field_count","mapped_declared_field_count","unsupported_field_count","attested_relationship_count","check_counts","metadata_truth_verified","publisher_authenticity"],"type":"object"},"
Changed the definition of "deepbom_analyze_file" and "deepbom_publish_analysis"
Use when the user asks to inspect, summarize, or visualize an attached TFLite, ONNX, GGUF, ⟨7 unchanged words⟩ Opens a browser-local analyzer, returns a hash-bound format-neutral Model IR table and static evidence summary, and provides deterministicModel IRdocument views without executing model code. Do not use ⟨15 unchanged words⟩
⟨79 unchanged words⟩ ,"mac_confidence"],"type":"object"},"
Changed the definition of "deepbom_analyze_file"
Use when the user asks to inspect or visualize an attached TFLite, ONNX, GGUF, SafeTensors, Core ML, or ExecuTorch deployment artifact. Opens a browser-local analyzerand, returns a hash-bound static evidence summary,toandtheprovideschat.deterministic Model IR views without executing model code. Do not use for training checkpoints, measured latency, task accuracy, clinical validity, regulatory compliance, or actual runtime placement.
Certificate recorded, valid to 2026-12-09
Authorization not required
Unknown → Live
First tool surface recorded: 4 tools (server version 1.99.1)
https://deepbom.org/mcp (mcp_streamable_http) — from mcp_registry
Showing the latest 10 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed
{"anyOf":[{"additionalProperties":false,"properties":{"analysis_location":{" ⟨36 unchanged words⟩ ,"evidence_boundary":{"type":"string"},"evidence_linksfindings":{"type":"object"},"graph":{"additionalProperties":false,"properties":{"artifact_sha256mac_confidence":{"patterntype":"^[a-f0-9]{64string"}$,"operator_count":{"minimum":0,"type":["stringinteger"},"attested_relationship_countnull":{]},"maximumtensor_count":1000000,{"minimum":0,"type":["integer","null"]},"check_counttotal_macs":{"maximumminimum":10000000,"minimumtype":0["number","null"]}},"required":["operator_count","tensor_count","total_macs","mac_confidence"],"type":"integerobject"},"check_countsmodel_summary":{"additionalPropertiestype":false"object"},"propertiesquantization":{"matchtype":"object"},"reproduction":{"maximumtype":1000000["object","minimumnull"]},"schema":0{"const":"deepbom.chatgpt_analysis_result.v1","type":"integerstring"},"mismatchstorage":{"maximumtype":1000000["object","minimumnull":0]},"transfer_boundary":{"type":"integerstring"},"not_assessedverdict":{"maximumadditionalProperties":1000000false,"properties":{"artifact_defect_count":{"minimum":0,"type":"integer"},"unresolvedcaution_count":{"maximumminimum":10000000,"type":"integer"},"evidence_needed_count":{"minimum":0,"type":"integer"},"unsupportedstatus":{"maximumtype":1000000"string"}},"minimumrequired":0["status","artifact_defect_count","caution_count","evidence_needed_count"],"type":"integerobject"}},"required":["matchschema","mismatchanalyzer_version","not_assessedanalysis_location","unresolvedartifact","unsupportedverdict","graph","storage","quantization","model_summary","findings","evidence_boundary","transfer_boundary","reproduction"],"type":"object"},{"evidence_link_ir_sha256additionalProperties":false,"properties":{"patternanalysis_location":{"^const":"chatgpt_browser_sandbox","type":"string"},"analyzer_version":{"type":"string"},"artifact":{"additionalProperties":false,"properties":{"artifact_ir_sha256":{"type":[a-f0-9"string","null"]},"byte_length":{64"minimum":0,"type":"integer"}$,"filename":{"type":"string"},"format":{"type":"string"},"field_countsha256":{"maximumtype":1000000"string"}},"required":["filename","format","sha256","byte_length"],"type":"object"},"evidence_boundary":{"type":"string"},"findings":{"type":"object"},"graph":{"additionalProperties":false,"properties":{"mac_confidence":{"type":"string"},"operator_count":{"minimum":0,"type":["integer","null"]},"mapped_declared_field_counttensor_count":{"maximumminimum":10000000,"type":["integer","null"]},"total_macs":{"minimum":0,"type":["integernumber","null"]}},"metadata_truth_verifiedrequired":{["constoperator_count","tensor_count","total_macs","mac_confidence"],"type":false"object"},"model_summary":{"type":"booleanobject"},"model_ir_sha256provenance_summary":{"additionalProperties":false,"properties":{"artifact_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"node_countattested_relationship_count":{"maximum":1000000,"minimum":0,"type":"integer"},"observed_file_countcheck_count":{"maximum":1000000,"minimum":0,"type":"integer"},"publisher_authenticitycheck_counts":{"constadditionalProperties":false,"not_verifiedproperties":{"match":{"maximum":1000000,"minimum":0,"type":"stringinteger"},"relationship_countmismatch":{"maximum":1000000,"minimum":0,"type":"integer"},"schemanot_assessed":{"constmaximum":1000000,"deepbom.evidence_link_summary.v1minimum":0,"type":"stringinteger"},"statusunresolved":{"enummaximum":["contradiction_observed","incomplete"1000000,"no_contradiction_observedminimum"]:0,"type":"stringinteger"},"unsupported_field_countunsupported":{"maximum":1000000,"minimum":0,"type":"integer"}},"required":["schemamatch","artifact_sha256mismatch","model_ir_sha256not_assessed","evidence_link_ir_sha256unresolved","statusunsupported"],"node_counttype",:"relationship_countobject"},"observed_file_countfield_count":{"maximum":1000000,"check_countminimum":0,"field_counttype":"integer"},"mapped_declared_field_count",:{"unsupported_field_countmaximum":1000000,"attested_relationship_countminimum":0,"check_countstype":"integer"},"metadata_truth_verified":{"const":false,"publisher_authenticitytype":"boolean"},"model_ir_sha256":{"pattern":"^[a-f0-9]{64}$","type":"objectstring"},"findingsnode_count":{"maximum":1000000,"minimum":0,"type":"objectinteger"},"graphobserved_file_count":{"additionalPropertiesmaximum":false1000000,"propertiesminimum":0,"type":"integer"},"provenance_ir_sha256":{"mac_confidencepattern":"^[a-f0-9]{64}$","type":"string"},"operator_countpublisher_authenticity":{"minimumconst":0"not_verified","type":["integerstring"},"nullrelationship_count"]:{"maximum":1000000,"minimum":0,"type":"integer"},"tensor_countschema":{"minimumconst":0"deepbom.provenance_summary.v1","type":"string"},"status":{"enum":["integercontradiction_observed","nullincomplete","no_contradiction_observed"],"type":"string"},"total_macsunsupported_field_count":{"maximum":1000000,"minimum":0,"type":["number","nullinteger"]}},"required":["operator_countschema","tensor_countartifact_sha256","total_macsmodel_ir_sha256","mac_confidenceprovenance_ir_sha256"],"typestatus":,"objectnode_count"},"model_summaryrelationship_count":{,"observed_file_count","check_count","field_count","mapped_declared_field_count","unsupported_field_count","attested_relationship_count","check_counts","metadata_truth_verified","publisher_authenticity"],"type":"object"},"quantization":{"type" ⟨4 unchanged words⟩ "null"]},"schema":{"const":"deepbom.chatgpt_analysis_result.v1deepbom.chatgpt_analysis_result.v2","type":"string"},"storage":{ ⟨45 unchanged words⟩ ,"findings","evidence_boundary","transfer_boundary","reproduction"],"type":"object"}],"type":"object"}
⟨40 unchanged words⟩ ,"evidence_boundary":{"type":"string"},"evidence_links":{"additionalProperties":false,"properties":{"artifact_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"attested_relationship_count":{"maximum":1000000,"minimum":0,"type":"integer"},"check_count":{"maximum":1000000,"minimum":0,"type":"integer"},"check_counts":{"additionalProperties":false,"properties":{"match":{"maximum":1000000,"minimum":0,"type":"integer"},"mismatch":{"maximum":1000000,"minimum":0,"type":"integer"},"not_assessed":{"maximum":1000000,"minimum":0,"type":"integer"},"unresolved":{"maximum":1000000,"minimum":0,"type":"integer"},"unsupported":{"maximum":1000000,"minimum":0,"type":"integer"}},"required":["match","mismatch","not_assessed","unresolved","unsupported"],"type":"object"},"evidence_link_ir_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"field_count":{"maximum":1000000,"minimum":0,"type":"integer"},"mapped_declared_field_count":{"maximum":1000000,"minimum":0,"type":"integer"},"metadata_truth_verified":{"const":false,"type":"boolean"},"model_ir_sha256":{"pattern":"^[a-f0-9]{64}$","type":"string"},"node_count":{"maximum":1000000,"minimum":0,"type":"integer"},"observed_file_count":{"maximum":1000000,"minimum":0,"type":"integer"},"publisher_authenticity":{"const":"not_verified","type":"string"},"relationship_count":{"maximum":1000000,"minimum":0,"type":"integer"},"schema":{"const":"deepbom.evidence_link_summary.v1","type":"string"},"status":{"enum":["contradiction_observed","incomplete","no_contradiction_observed"],"type":"string"},"unsupported_field_count":{"maximum":1000000,"minimum":0,"type":"integer"}},"required":["schema","artifact_sha256","model_ir_sha256","evidence_link_ir_sha256","status","node_count","relationship_count","observed_file_count","check_count","field_count","mapped_declared_field_count","unsupported_field_count","attested_relationship_count","check_counts","metadata_truth_verified","publisher_authenticity"],"type":"object"},"findings":{"type":"object"},"graph" ⟨98 unchanged words⟩
⟨75 unchanged words⟩ ,"mac_confidence"],"type":"object"},"model_summary":{"type":"object"},"quantization":{"type":"object"},"reproduction" ⟨49 unchanged words⟩ ","verdict","graph","storage","quantization","model_summary","findings","evidence_boundary","transfer_boundary","reproduction ⟨2 unchanged words⟩