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Aribot delivers AI-driven threat modeling, code and cloud security review, and compliance governance for engineering teams.
Do not connect
A critical issue was found. Do not connect this server as-is.
Scanned 1 month ago Due for re-check
A server can change after it's graded. Re-run the automated scan to refresh this report.
This grade is deterministic and reproducible: the same server surface always yields the same grade under a given algorithm version. It is a real automated assessment computed by the MCPGrade engine from what the probe actually observed — not a fabricated or opinion score. It is not a manual human pentest, so it can miss context-specific risks.
Every signal below was measured directly by the automated probe. The grade is derived only from evidence like this — nothing is assumed.
The aribot-mcp MCP server exposes 16 tools, focused primarily on AI capabilities. Its published description reads: "Aribot delivers AI-driven threat modeling, code and cloud security review, and compliance governance for engineering teams". It communicates over Streamable HTTP using the 2026-07-28 protocol revision, and does not require authorization to connect. MCPGrade currently rates aribot-mcp F — a critical issue was found and the server should not be connected as-is. Its most notable findings include "Data-exfiltration parameters" and "Cross-tool shadowing". This report is a deterministic, reproducible automated assessment: the same observed surface always yields the same grade under a given algorithm version, and it is refreshed as new scans arrive and free to read — but it is not a substitute for a manual human security review. Always re-check aribot-mcp's advertised tools, transport security, and authorization posture before connecting an autonomous agent or sharing sensitive context with it.
Add aribot-mcp to an MCP client using the endpoint below. Review the grade and findings above before granting an autonomous agent access.
MCP endpoint
https://mcp.aribot.ayurak.com/Streamable HTTP transport. This is the MCP endpoint, not a website — paste it into your MCP client server list rather than a browser.
Captured passively during the read-only scan. Click any value to find servers that match it.
The tools this server advertises via tools/list — names, purposes, and the parameters each accepts, exactly as enumerated read-only.
Billing status + self-service payment for your company: credit-wallet balance, pay-per-use flag, license tier / annual commitment, per-action prices, purchasable plans, and any approved-but-unpaid pla
Bulk-onboard agent identities to the governed fleet (Agent Governance). Accepts plain ids or {agent_id} descriptors in `agents`, A2A 1.0 Agent Cards in `agent_cards` (name/url/provider/version/protoco
Create a threat model from a normalized architecture (ReactFlow nodes + edges). Ingests components via the shared Stage-0 service; the pipeline then auto-generates threats. Returns the diagram id.
Verify whether threats are mitigated in a scan's uploaded code. With `threat_id`, verifies one threat synchronously and returns the verdict; without it, verifies every diagram threat in the background
Return the diagram→threat→finding→control→requirement→remediation traceability matrix for a scan in your scope, with coverage metrics.
Compliance-framework coverage for a diagram (real, ControlCodeMap-backed), optionally for one framework, plus an optional crossmap relationship graph. Wraps derive_framework_coverage + crossmap_cypher
Compute a remediation plan for a threat/finding WITHOUT applying it (mode=dry_run). Runs the same governed engine as apply_remediation, including the patent gates, and returns the proposed steps.
Company-level compliance posture rollup (pass rate, control compliance, mitigated counts, per-framework coverage). Suitable for a CI gate. Wraps the traceability company rollup.
Shadow-AI posture (part of Code Security): unsanctioned / unknown AI-service usage discovered in code — totals, risk score, provider/type breakdown, hardcoded-key count, and top discoveries. Company l
API security inventory (part of Code Security): discovered API endpoints with authentication status, risk level and risk factors, plus method/risk breakdowns. Company-wide or one scan with `scan_id`.
Cloud security & compliance posture (Cloud Compliance): per connected cloud account, the latest CIS/NIST cloud-policy scan — compliance %, failing policies/records, status — plus a company rollup. Rea
Start (or re-run) a code-security scan for an existing scan/repository in your scope. Returns a poll pointer; results include SAST, secrets, deps, pipeline review and the traceability matrix.
Run a cloud/platform or compliance scan against an account or diagram in your scope (async). scan_type ∈ platform|compliance|pipeline|sbom. Returns a task id to poll.
Apply a remediation for real (mode=live). Routed through the full governance funnel — patent reachability/kill-chain gates, autonomy policy and the approval flow. If your policy requires approval it r
The canonical diagram summary every badge/card/header reads: threat counts by severity, risk value, compliance and framework coverage.
Threat/control matrix metrics + framework coverage for a diagram, joined with its latest code-security scan when one exists.
Sorted worst-first. Each finding shows its severity, what it means, its OWASP MCP Top-10 mapping, and a recommended fix — the check id links to the exact methodology row that produced it.
tool: get_remediation
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameter "resource_context"RecommendationRemove side-channel parameters; constrain tool inputs.
tool: get_remediation
A tool description tries to alter the model’s use of another tool.
erned engine as apply_remediation, including the patent gates, and returns the prRecommendationDescriptions must describe only their own tool.
tool: code_review_scan
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
s include SAST, secrets, deps, pipeline review and the traceability matRecommendationRemove side-channel parameters; constrain tool inputs.
tool: code_review_scan
Tools that execute commands / write files / make arbitrary requests are exposed without annotations or guards.
ode_review_scan Run a code security scan Start (or re-run) a code-securityRecommendationAnnotate destructive tools and require human approval.
tool: apply_remediation
A tool exposes a free-text/webhook/feedback parameter with no honest purpose — a classic exfil channel.
parameter "resource_context"RecommendationRemove side-channel parameters; constrain tool inputs.
The server accepts tool enumeration (and likely invocation) with no authentication.
RecommendationRequire OAuth 2.1 authorization for any server exposing non-public tools.
tool: generate_threat_model
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: verify_threats_in_code
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: get_remediation
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: code_review_scan
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: compliance_scan
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: apply_remediation
The server advertises open-world / broadly-scoped capabilities.
annotations.destructiveHint = trueRecommendationScope tools to the minimum needed.
tool: get_diagram_summary
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
tool: get_insights
The server advertises open-world / broadly-scoped capabilities.
annotations.openWorldHint = trueRecommendationScope tools to the minimum needed.
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