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MCP servers by SweetKenneth
SweetKenneth publishes 13 live MCP servers on GitHub. Listed by trust score, computed from each repository's own observable signals.
Shpbl Drift Sentinel
Agent Behaviour Drift Sentinel: detects silent behavioural drift in agent execution traces against a signed baseline. Reference implementation of the public SHPBL behaviour specif…
Shpbl Spec Action Ledger
Specification only: verifiable evidence for autonomous-agent actions.
Shpbl Spec Drift Sentinel
Specification only: explainable detection of agent behavior drift.
Shpbl Security Genome Reactor
Evolve scan and policy configurations against the fleet's measured phenotype instead of its labels.
Shpbl Canary Chain
Canary evidence chain: mints canary markers into the package's own synthetic test data and detects those markers reappearing in operator-supplied text. Reference implementation of…
Shpbl Nightmare Probe Engine
Turn worst-case fleet hypotheses into the smallest bounded scan that could falsify them.
Shpbl Scan Coverage Autopilot
A capacity-safe next scan schedule that names what it could not fit, and why.
Shpbl Spec Canary Chain
Specification only: synthetic-data canary evidence with zero egress.
Shpbl Remediation Flight Recorder
One auditable remediation transaction: frozen pre-state, policy gate, execution receipts, verified post-state, rollback on failure.
Shpbl Spec Retrieval Auditor
Specification only: retrieval-context provenance and influence auditing.
Shpbl Spec Handoff Attestor
Specification only: verifiable scoped authority handoffs between agents.
Shpbl Handoff Attestor
Cross-agent handoff attestor: signed, verifiable delegation with scope narrowing, constraint compatibility, replay protection and chain continuity. Reference implementation of the…
Shpbl
SHPBL — a governed system for harvesting, cataloguing, composing and verifying software capability. Public front door; the machine itself is private.