DEEPBOM

Measured conclusion: Alive, not deep-tested. L2 outcome: not_attempted.

Browser-local and CLI static evidence for deployed AI model artifacts.

Add to your agent

Copy this into your MCP client config:

{
  "mcpServers": {
    "DEEPBOM": {
      "url": "https://deepbom.org/mcp",
      "transport": "streamable-http"
    }
  }
}

Measured tools (7)

• deepbom_analyze_file read-only

  Use when the user asks to inspect, summarize, or visualize an attached TFLite, ONNX, GGUF, SafeTensors, Core ML, or ExecuTorch deployment artifact. Opens a browser-local analyzer, returns a hash-bound format-neutral Model IR table and static evidence summary, and provides deterministic document views without executing model code. Do not use for training checkpoints, measured latency, task accuracy, clinical validity, regulatory compliance, or actual runtime placement.

  Parameters:

  • file (required)
  • analysis_depth — string — Use structure unless the user explicitly asks to inspect serialized tensor payload values. Payload integrity can require reading the complete attachment.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• deepbom_capabilities read-only

  Use before analysis when format support, privacy boundaries, or the difference between the ChatGPT and local DEEPBOM paths is unclear. Returns capability metadata only and does not inspect a file.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• deepbom_publish_analysis read-only

  Receives one bounded browser-produced DEEPBOM result, validates its structure, and returns it to the conversation. This tool accepts analysis results, never model bytes.

  Parameters:

  • result (required) — object

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• deepbom_publish_error read-only

  Receives one bounded browser-produced DEEPBOM error and returns a recovery action to the conversation. This tool accepts diagnostic text, never model bytes.

  Parameters:

  • error (required) — object

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• deepbom_query_file read-only

  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 its previous DEEPBOM result. section=profiles lists available backend profiles; query.target selects only a TFLite CPU planning profile from capabilities. The browser computes the query from the shared Evidence IR and returns a bounded result; model bytes are not sent to DEEPBOM. Static candidate eligibility is not observed placement, speed, accuracy, or runtime fusion. Do not invent findings while browser_query_started is pending.

  Parameters:

  • file (required)
  • expected_sha256 (required) — string
  • query (required) — object
  • analysis_depth — string — Use structure unless the user explicitly asks to inspect serialized tensor payload values. Payload integrity can require reading the complete attachment.

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• deepbom_publish_query read-only

  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.

  Parameters:

  • result (required) — object

  Hints: read-only yes · destructive no · idempotent yes · open-world no

• deepbom_workflow_guide read-only

  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_query_file before offering web continuation for richer interaction. Website links transfer only a workflow ID, never model data.

  Parameters:

  • format — string — Optional known artifact format; filters applicable workflows, not per-file analysis coverage.
  • workflow — string

  Hints: read-only yes · destructive no · idempotent yes · open-world no

Publisher website Repository

Measured by MCPYP probing. Untested fields are omitted, never estimated. Listing is always free; MCPYP never proxies calls or stores user tokens.