"author:SweetKenneth" matching MCP servers:

Enables evolving scan and policy configurations by inferring security phenotypes from observed findings, seeding competing genomes, measuring fitness, and generating bounded trial plans with ancestry lineage.

Enables generating falsifiable fleet hypotheses, compiling them into minimal bounded probe plans with control cohorts, and evaluating observations to return supported, refuted, or inconclusive verdicts.

Enables agents and security automation to adjudicate proposed defense mutations against a sealed, canonicalized attack scenario, enforcing reproduction, impact-screening, regression, and proven-improvement gates before promoting at most one candidate. Every verdict, rejected candidate, and rejection reason is sealed into a recomputable SHA-256 Merkle evidence root and hash-linked lineage that can be independently verified without trusting the server.

Enables security remediation as one auditable transaction: freezing pre-change exposure, computing blast radius, gating on policy and approval, binding execution receipts, verifying post-state, and rolling back on failure, all sealed in a SHA-256 evidence chain.

Enables deterministic what-if analysis of exposure remediation by simulating bounded interventions against a sealed baseline graph, then ranking scenarios by weighted risk, reachable attack surface, and cost while marking Pareto-efficient options.

Enables generating capacity-safe, risk-weighted scan schedules, identifying coverage blind spots, and comparing sealed scan plans.

Enables analysis of normalized scan findings as immune signals to discover co-occurring fleet threat patterns, synthesize non-executing defensive recipes, recall successful outcomes, and plan adjacent-cohort targeting via MCP tools.

Enables recording agent proposals, executions, redactions and annotations into an append-only, hash-linked evidence chain, then exporting a self-contained range and verifying offline from the export's own bytes alone so a third party can check history without trusting the agent runtime or its storage.

Enables minting canary markers into package-generated synthetic datasets and scanning text you control to detect when a marker released to one recipient reappears elsewhere. Produces a payload-free, hash-linked evidence chain whose export verifies offline.

Enables agents to issue and independently verify signed cross-agent handoff attestations, ensuring delegation scope only narrows, lifetimes stay contained, nonces resist replay, and chains stay continuous. Exposes tools for issuing handoffs, verifying them against constraints and ancestor linkage, checking scope containment, and describing the active key adapter.

Enables post-hoc auditing of an agent's retrieval supply chain by recording digest-only provenance from source through chunk, transformation, context and decision, then reporting influence rankings with an honest unexplained residual, lineage traces, advisory source trust and retirement recommendations, and retrieval schema drift. It never performs retrieval, ranks documents at query time, or blocks decisions.

Enables ingesting caller-supplied agent execution traces and comparing them against signed, versioned baselines of normal behaviour to surface silent drift. Reports severity with per-dimension attribution, a replayable exemplar episode, and visible suppression of declared maintenance windows or known change markers.