Which integrations are available for this server?

Ships a native Google Antigravity plugin manifest installable via the Antigravity CLI (with starter prompts and branding), wiring the security and psychometric auditing tools directly into the Antigravity IDE/CLI via the cloud Streamable HTTP MCP endpoint. Provides tools for ingesting and analyzing OpenTelemetry span telemetry (W3C trace context) to detect cost burn traps, delegation loops, and per-span token spend, alongside chaos fault injection for environment profiles.

How do I use Systemores Cloud MCP Server?

1. Click on "Deploy Server". 2. Wait a few minutes for the server to deploy. Once ready, it will show a "Started" state. 3. In the chat, type @ followed by the MCP server name and your instructions, e.g., "@Systemores Cloud MCP Server audit my MCP tool schemas in strict mode and flag injection risks" That's it! The server will respond to your query, and you can continue using it as needed. Here is a step-by-step guide with screenshots.

Systemores Cloud MCP Server

by bobcar0

Overview Schema Source Related Servers Discussions Admin

JavaScript

Hybrid

🧠 Systemores: AI Agent & MCP Security Auditor

Stop shipping unverified prompts and over-privileged MCP tools. Audit schemas, delegation graphs, 21-dimension behavioral stability, and <250ms inline circuit breakers directly inside your IDE.

Most AI agents pass unit tests and fail under real user pressure—leaking tool privileges, capitulating to sycophancy, or burning token budgets in cyclic delegation loops.
The Systemores Plugin wires an autonomous security and psychometric auditor directly into Google Antigravity, Claude Code, and Gemini CLI—giving you 3 unlimited static security auditors for free on install, plus on-demand cloud access to Systemores System One (<250ms) circuit breaking, IPIP-NEO-120 adversarial cohorts, and EU AI Act / NIST AI RMF / SOC 2 compliance dossiers.

🛡️ Systemores Self-Audit Certification (Dogfooded & Verified)

Audit Vector	Tool Used	Result / Metric	Status
MCP 2026 Tool Schema Integrity	`systemores_audit_tool_integrity` (`strictMode: true`)	100 / 100 (11/11 tools, 0 annotation or injection flags)	🟢 `PASS`
Multi-Agent Graph Topology	`systemores_audit_agent_graph`	0 Cycles / 0 Privilege Escalations (6 nodes, 5 edges)	🟢 `PASSED`
System One Adversarial Refusal	`systemores_audit_turn_live` (`systemores-s1-1.13.0`)	98.4 / 100 Health Index (`1.99/2.0` compliance, `4.0%` sycophancy, `135ms`)	🟢 `DISPATCH`
System One Sycophancy Trap	`systemores_audit_turn_live` (`systemores-s1-1.13.0`)	Blocked Fake 100/100 Coercion (`98%` sycophancy detected in `129ms`)	🛡️ `INTERCEPT`
20- & 50-Turn Behavioral Drift	`systemores_evaluate_drift` (`turns: 20 & 50`, `temp: 0.7`)	0.050 Drift Index / 5° Deviation Angle (`ISFJ-A` / `98%` Conscientiousness)	🟢 `CONTROLLED`
High-Press Needs-Press Stability	`systemores_stress_test_agent` (`pressIntensity: high`)	1.00 Behavioral Integrity (`0.934` PSI, `93` Compliance, `6` Confrontation)	🟢 `PASSED`
4-Domain Algorithmic Bias Audit	`systemores_assess_bias` (`eeoc`, `ecoa`, `housing`, `coppa`)	0 Non-Compliance Flags across all 4 statutory domains (`LOW` risk)	🟢 `PASSED`
30-Facet Synthetic Cohort	`systemores_generate_cohort` (`IPIP-NEO-120`)	10 DevOps Personas (`cooperative`, `noisy`, `adversarial`, `edge_case`)	🟢 `VERIFIED`
Chaos Fault & OTel Trace Audit	`systemores_inject_environment_fault` & `analyze_trace_telemetry`	Policy `fault-pol-4cyigov` + `$0.0068` / 4 Spans (`0` loops or burn traps)	🟢 `OPTIMIZED`
Cognitive Throughput & Drag	`systemores_measure_drag`	95.70% Efficiency (`1.91 chars/ms`, `OPTIMIZED` token cost)	🟢 `EFFICIENT`
4-Framework Regulatory Dossier	`systemores_export_dossier` (`dos-yj3mybv7`)	92 / 100 across EU AI Act, NIST AI RMF 1.0, EEOC/ECOA, SOC 2 AI	🟢 `CERTIFIED`

Related MCP server: DevOps Agent Harness

✨ What's Included in the Bundle

Component	Path	Description
Antigravity Manifest	`plugin.json`	Native Antigravity plugin configuration, starter prompts, and branding.
Claude Code Manifest	`.claude-plugin/plugin.json`	Cross-platform manifest for Claude Code plugin installation.
Gemini CLI Manifest	`gemini-extension.json`	Cross-platform manifest for Gemini CLI extension installation.
Cloud MCP Config	`mcp_config.json`	Connects to `https://audit.systemores.com/api/mcp` via stateless Streamable HTTP.
Specialist Subagent	`agents/systemores-auditor.md`	Autonomous behavioral & security auditor powered by the 21-dimension & IPIP-NEO-120 framework.
Audit Workflow Skill	`skills/systemores-audit/SKILL.md`	On-demand procedural runbook for 11 MCP tools, scorecards, and compliance certification.
Governance Rules	`rules/AGENTS.md`	Enforces MCP 2026 `annotations` (`readOnlyHint`, `destructiveHint`) and anti-sycophancy guardrails.

🚀 Quick Install

1. Google Antigravity IDE / CLI

Install via the Antigravity CLI (or clone into your global Antigravity plugins directory):

agy plugin install https://github.com/bobcar0/systemores-plugin
# or clone directly:
git clone https://github.com/bobcar0/systemores-plugin.git ~/.gemini/config/plugins/systemores

Then toggle Systemores under Customizations -> Installed in Antigravity.

2. Claude Code

claude plugin add https://github.com/bobcar0/systemores-plugin.git

3. Gemini CLI

gemini extensions install https://github.com/bobcar0/systemores-plugin.git

4. npm / npx (Zero-Clone Stdio MCP Server)

Run directly in any MCP-compatible host via npx or install from npm:

npx -y @systemores/systemores-plugin
# or
npm i @systemores/systemores-plugin

⚡ What Runs Free vs. Pro & Team Compliance

The Systemores Cloud MCP Server (https://audit.systemores.com/api/mcp) provides a zero-friction Free Community Tier ($0 / forever) so developers get immediate static security value on install, plus self-serve Systemores Pro ($49/mo) and Team & Compliance ($199/mo) subscriptions (as well as 7-day Trial tokens) at audit.systemores.com/pricing.

Tool / Capability	Free Community ($0 — No Key)	Systemores Pro ($49/mo — 1 Seat / 1k Audits)	Team & Compliance ($199/mo — Multi-Seat / 5k Audits)
`systemores_audit_tool_integrity` (MCP 2026 Schema & Annotation Audit)	✅ Unlimited*	✅	✅
`systemores_audit_agent_graph` (Multi-Agent Loop & Privilege Escalation Audit)	✅ Unlimited*	✅	✅
`systemores_measure_drag` (Cognitive Drag & Token Velocity Math)	✅ Unlimited*	✅	✅
`systemores_audit_turn_live` (Systemores System One <250ms Inline Circuit Breaker)	🔒 Pro / Trial Key	✅ Live System One Engine	✅ Priority Burst SLA
`systemores_stress_test_agent` (21-Dimension Murray Needs-Press + Big Five/MBTI/DISC)	🔒 Pro / Trial Key	✅ Live 21-Trait Engine	✅ Unredacted Raw Vectors
`systemores_evaluate_drift` (Multi-Turn Persona Erosion & Entropy Curve)	🔒 Pro / Trial Key	✅ Up to 100 Turns	✅ Up to 100 Turns
`systemores_assess_bias` (EEOC, ECOA, Fair Housing & COPPA Bias Audit)	🔒 Pro / Trial Key	✅ All 4 Domains	✅ All 4 Domains
`systemores_generate_cohort` (30-Facet IPIP-NEO-120 Synthetic Adversarial Cohorts)	🔒 Pro / Trial Key	✅ Up to 50 Personas	✅ Custom Domain Cohorts
`systemores_inject_environment_fault` (Chaos Engineering Fault Generator)	🔒 Pro / Trial Key	✅ All Fault Profiles	✅ All Fault Profiles
`systemores_analyze_trace_telemetry` (OpenTelemetry Span & Cost Burn Trap Audit)	🔒 Pro / Team Key	✅ W3C Trace Context	✅ Full OTel Ingestion
`systemores_export_dossier` (EU AI Act, NIST AI RMF 1.0 & SOC 2 Certification Dossier)	🔒 Team Key	🔒 Team Key	✅ Audit-Ready Dossier Suite

*Protected by standard per-IP burst rate limiting.

🔓 Unlock All 11 Auditors in 30 Seconds (Trial & Pro Keys)

Claim a key in one click: Subscribe for an instant Pro/Team API key (sys_pro_...) or request a 7-day Trial Token at audit.systemores.com/pricing.

Add your key to mcp_config.json:

{
  "mcpServers": {
    "cloud": {
      "serverUrl": "https://audit.systemores.com/api/mcp",
      "headers": {
        "Authorization": "Bearer YOUR_SYSTEMORES_API_KEY"
      }
    }
  }
}

🧪 Local Verification & Test Suite

Run the built-in manifest verifier and 12-tool unit test suite:

npm test
node scripts/verify-plugin.mjs

🔒 Privacy Policy & Data Handling

Systemores adheres strictly to Privacy by Design: prompts, MCP tool schemas, and OpenTelemetry traces are processed ephemerally and are never used to train models, and Pro/Team API keys (sys_pro_...) are stored only as SHA-256 digests. Read the full policy in PRIVACY.md or at https://audit.systemores.com/privacy.

Available Tools

12 tools

systemores_analyze_trace_telemetryAnalyze OpenTelemetry Agent Trace SpansA

Read-onlyIdempotent

Inspect

Ingests standard OpenTelemetry (OTel) trace JSON payloads to detect financial token cost burn traps (> $2.50 threshold), runtime loop deadlocks between sub-agents, and cognitive latency drag hotspots (> 3000ms).

Inputs: otelTraceJson (required), latencyThresholdMs, maxCostThresholdUsd.

systemores_assess_biasAssess Regulatory & Demographic BiasB

Read-only

Inspect

Verifies the agent's compliance with fair-lending, fair-housing, employment non-discrimination (EEOC/SIOP/ECOA), or child-directed safety (COPPA) standards.

Inputs: systemPrompt (required), complianceDomain (required).

systemores_audit_agent_graphAudit Multi-Agent Execution TopologyB

Read-onlyIdempotent

Inspect

Statically scans multi-agent execution topologies (DAGs/meshes) using DFS algorithms to detect cyclic delegation loops and privilege escalation paths from public untrusted sub-agents to backend write/admin tools.

Inputs: graphTopologyJson (required), maxDepth, strictPrivilegeCheck.

systemores_audit_tool_integrityAudit MCP Tool Definitions IntegrityB

Read-onlyIdempotent

Inspect

Audits the structural integrity, naming conventions, schema completeness, safety annotations, and injection surface of an AI agent's exposed tool definitions. Identifies malformed schemas, privilege overreach, deceptive safety hints, duplicate names, and description quality gaps. Operates entirely offline — no external API calls required.

Inputs: toolDefinitionsJson (required), strictMode.

systemores_audit_turn_liveLive Turn Audit (Systemores System One)A

Read-onlyIdempotent

Inspect

Performs real-time (~250ms) operational and behavioral turn auditing using Systemores System One. Computes policy compliance score, sycophancy probability, unauthorized tool scope, and returns an inline circuit-breaker action (DISPATCH, INTERCEPT, QUARANTINE, STRIP_TOOL).

Inputs: userMessage (required), systemPrompt (required), agentResponse, proposedToolCall.

systemores_evaluate_driftEvaluate Multi-Turn Behavioral DriftB

Read-only

Inspect

Simulates multiple conversational turns to evaluate agent output consistency and behavioral drift over extended interactions.

Inputs: systemPrompt (required), turns, temperature.

systemores_export_dossierExport Regulatory Compliance DossierA

Read-onlyIdempotent

Inspect

Aggregates findings from graph audits, synthetic cohort simulations, chaos tests, and trace analytics into formal compliance report packages for EU AI Act (EU 2024/1689), NIST AI RMF 1.0, EEOC/ECOA, and SOC 2 AI Addendums.

Inputs: auditSessionId (required), companyName, targetFrameworks.

systemores_generate_cohortGenerate Synthetic IPIP-NEO-120 Persona CohortB

Read-only

Inspect

Generates statistical cohorts of synthetic user personas across enterprise operational domains with IPIP-NEO-120 30-facet psychometric profiles, demographic diversity, and prompt injection payloads.

Inputs: domain (required), cohortSize, includeAdversarial.

systemores_inject_environment_faultGenerate Chaos Fault Injection PolicyA

Read-only

Inspect

Configures dynamic chaos injection policies for tools, mock APIs, and databases during simulations (HTTP 429 rate limits, 500 errors, timeouts, 401 unauthorized, malformed JSON).

Inputs: faultType (required), targetToolName (required), failureProbability.

systemores_measure_dragMeasure Cognitive Throughput DragC

Read-onlyIdempotent

Inspect

Measures operational latency, response length, and execution drag parameters to analyze cognitive throughput stability within the Behavioral OS ecosystem.

Inputs: latencyMs (required), promptLength (required), responseLength (required).

systemores_stress_test_agentStress Test Agent Persona (Murray's Needs-Press)B

Read-only

Inspect

Exposes the target agent persona to a battery of adversarial prompts (Presses) and evaluates behavioral stability using Murray's Needs-Press diagnostic model.

Inputs: role (required), systemPrompt (required), pressIntensity.

systemores_tool_integrityEvaluate System Prompt Tool DisciplineB

Read-only

Inspect

Evaluates whether the agent's system prompt establishes the behavioral conditions for safe, reliable tool use — auditing tool selection discipline, argument construction fidelity, and failure resilience when tool returns are ambiguous or erroneous.

Inputs: systemPrompt (required), toolContext.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

Loading tool schema changelog…

Deploy Server

One endpoint for every MCP toolRayrun runs every MCP server behind one URL and holds the credentials. Each call is decided per client, tool, and argument, then recorded.ray.runAd

TDQS

B3.4/5.0

Scored 2026-11-12 22:38 across 12 tools

Disambiguation3/5

Most tools target distinct audit dimensions, but systemores_tool_integrity and systemores_audit_tool_integrity are easily confused: one evaluates prompt conditions for safe tool use while the other audits tool-definition schemas. systemores_measure_drag also overlaps with systemores_analyze_trace_telemetry on latency/drag detection, though descriptions help clarify the intended boundaries.

Naming Consistency4/5

All tools use the systemores_ prefix and snake_case, with most following a predictable verb_noun pattern such as stress_test_agent, evaluate_drift, and audit_agent_graph. Minor deviations exist: systemores_tool_integrity lacks an action verb and systemores_audit_turn_live places the qualifier awkwardly.

Tool Count5/5

Twelve tools is well within the appropriate range for a comprehensive AI-agent auditing platform. Each tool maps to a major capability area such as behavioral stress, drift, bias, tool integrity, graph auditing, cohort generation, chaos injection, telemetry analysis, reporting, and live auditing.

Completeness5/5

The surface covers the full auditing lifecycle: behavioral testing, compliance checks, tool/graph integrity, synthetic cohort generation, chaos fault injection, telemetry analysis, formal reporting, and real-time circuit-breaker auditing. No obvious workflow dead ends are apparent for the stated domain.

Maintenance

ActivityMaintained

ResponsivenessNo recent community issues

Resources

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🧠 Systemores: AI Agent & MCP Security Auditor

🛡️ Systemores Self-Audit Certification (Dogfooded & Verified)

✨ What's Included in the Bundle

🚀 Quick Install

1. Google Antigravity IDE / CLI

2. Claude Code

3. Gemini CLI

4. npm / npx (Zero-Clone Stdio MCP Server)

⚡ What Runs Free vs. Pro & Team Compliance

🔓 Unlock All 11 Auditors in 30 Seconds (Trial & Pro Keys)

🧪 Local Verification & Test Suite

🔒 Privacy Policy & Data Handling

Available Tools

Tool Schema Changelog

TDQS

Maintenance

Resources

Related MCP Connectors

Related MCP Servers

evav-gatewayofficial

DevOps Agent Harness

WhitePact

whiteboxxai-mcp