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SWT3 AI Witness MCP server

by tenova.io·io.tenova/swt3-witness·v0.7.0
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Cryptographic AI governance + audit. 59 tools, 36 frameworks. EU AI Act, NIST, OWASP, CMMC, SR 11-7

B80/100grade B
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B80/100

full report

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0 stars119 downloads/wk

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If you have run it, two minutes of your experience saves the next person an afternoon.

SWT3 AI Witness tools (37)

write = sends, deletes, buys or posts

Read from the package source without running it. The installed server may list more.

  • attest_memory_context

    Attest persistent memory sources influencing decisions (AI-SKILL.2).

  • attest_skill_manifest

    Attest the active skill/tool/plugin manifest (AI-SKILL.1).

  • chain_handoff

    Witness a handoff between agents in a multi-agent chain.

  • check_posture

    Check the current AI witness compliance posture for your tenant.

  • coverage_report

    Report framework coverage for the current audit session. Shows which

  • end_audit_session

    End the audit session and produce a compliance gap report.

  • gate_evaluate

    Parse and validate a .swt3-gate.yml governance gate configuration.

  • list_procedures

    List available UCT (Universal Control Taxonomy) procedures from the SWT3 registry.

  • present_trust_credential

    Get this agent's trust credential for presentation to another agent.

  • reconstruct_timeline

    Reconstruct a forensic timeline of SWT3 witness anchors.

  • report_violation

    Voluntarily self-report a policy violation.

  • resolve_crosswalk

    Look up regulatory crosswalk mappings. Given a procedure ID (e.g., AI-FAIR.1),

  • resolve_jurisdiction

    Look up which regulatory frameworks apply to a jurisdiction. Given an ISO 3166-1 country code

  • signup

    Get a signup link to create a free SWT3 account.

  • start_audit_session

    Begin passive compliance tracking for this conversation.

  • start_chain

    Generate a cycle_id for a multi-agent chain.

  • suggest_procedures

    Get advisory suggestions for which SWT3 procedures to witness based on context.

  • verify_agent_trust

    Verify a counterpart agent's compliance posture before exchanging data or calling their tools (AI-TRUST.1).

  • verify_anchor

    Verify the cryptographic integrity of an SWT3 witness anchor.

  • witness_adapter_stack

    Witness active LoRA/QLoRA/PEFT adapter stack (AI-MDL.6).

  • witness_anchor_density

    Witness anchor density evaluation (AI-DENSITY.1).

  • witness_authorization

    Witness an authorization decision as an AI-ACC.1 anchor.

  • witness_consent

    Witness data subject consent or lawful basis documentation (AI-CONSENT.1).

  • witness_data_provenance

    Witness training data governance diligence (AI-DATA.1).

  • witness_delegation_boundary

    Witness delegation boundary evaluation (AI-DEL.2).

  • witness_delegation_tree

    Witness a hierarchical delegation tree grant (AI-DEL.1).

  • witness_guardrail

    Witness guardrail implementation and activation (AI-GRD.1).

  • witness_human_review

    Witness that human review occurred on AI-generated output (AI-HITL.1).

  • witness_incident

    Witness incident detection and reporting (AI-INCIDENT.1).

  • witness_inference

    Mint a cryptographic SWT3 witness anchor for an AI inference.

  • witness_mcp_security

    Witness MCP security posture evaluation (AI-MCP.1).

  • witness_model_integrity

    Witness model weight file integrity (AI-MDL.5).

  • witness_model_provenance

    Witness model provenance chain (AI-PROV.1).

  • witness_output_filter

    Witness output content safety classification result (AI-GRD.2).

  • witness_rag_context

    Witness RAG (Retrieval-Augmented Generation) context retrieval (AI-RAG.1).

  • witness_resource_consumption

    Witness cumulative resource consumption (AI-COST.1).

  • witness_trajectory

    Witness a safety-critical trajectory decision from a VLA or autonomous planning model (AI-MOB.6).

Public scan report

scanner v0.1.9 · 2026-09-20 · same rubric, same numbers if you re-run it

no findings
  • Code scan91 source files scanned25/25
  • –Live reliabilityno gateway calls yet and no remote to proben/a
  • –Tool poisoningtools not inspected (local package is not executed); not countedn/a
  • Auth qualitystatic API keys via environment variables6/15
  • Maintenancelast push 5 days ago15/15
  • Maintainer identitynamespace and repository owner differ; website matches verified namespace6/10
Overall 80/100. Components that don't apply are left out of the denominator. Any critical finding is an F.RubricAppeal a findingJSON

Install directly

Runs npx -y @tenova/swt3-mcp on your machine. Read the scan report first; the gateway never runs local packages.

claude mcp add swt3-witness -- npx -y @tenova/swt3-mcp
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SWT3 AI Witness: common questions

Is SWT3 AI Witness MCP server safe?
Mostly: it is graded B (80/100). Read the SWT3 AI Witness safety report
How do I install SWT3 AI Witness?
It runs on your machine. Copy the Claude Code, Claude Desktop or Cursor config from the install section.
Does SWT3 AI Witness need an API key?
Yes. The registry entry asks for SWT3_API_KEY, SWT3_SIGNING_KEY.
Is SWT3 AI Witness maintained?
The last commit was 5 days ago (2026-09-15). The latest release is v0.7.0.

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