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RoboShadow

OCI · GHCR.IO/WYRE-AI/ROBOSHADOW-MCP:V1.0.0 · SCANNED SEP 20

MCP server for RoboShadow's Rubicon Platform Data API.

39 Trust /100
Trust breakdown (7 categories)

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. How we score → Why this is hard to score →

Supply Chain Security0
  • Malware scan not yet available for this package.Unverified
  • Known CVEs could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.Unverified
  • Install-script risk not yet assessed.Unverified
  • Dependency health could not be checked: this artifact ships no SBOM, so there is no dependency list to read. Publishing one would let us assess it.Unverified
Provenance & Transparency32
Schema Quality & AI Usability79
  • AI-judged instruction clarity (excellent).Pass
  • Tool/resource definitions use about 4051 tokens (~101/item across 40 items; 40 tools + 0 resources), lean.Pass
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management0
  • Stability not yet verified: not enough scan history yet (needs a 30-day window).Unverified
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Tool Safety100
  • No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
  • We read all 40 captured tool definition(s), and no name or description among them implies an irreversible operation.Pass
  • An AI judge read all 40 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass

Unverified: 2 categories

Categories scored 0 because we could not verify them: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

Install

How do I install the RoboShadow MCP server?

RoboShadow runs locally as a container image, launched with docker run --rm -i ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0. Ready-made configuration for Claude, Cursor, VS Code, Codex and 3 more is on this page, copied from each client's own documentation.

oci · ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0

# add to Claude Code
claude mcp add wyre-ai-roboshadow-mcp -- docker run --rm -i ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0
// .cursor/mcp.json
{
  "mcpServers": {
    "wyre-ai-roboshadow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0"
      ]
    }
  }
}
// .vscode/mcp.json
{
  "servers": {
    "wyre-ai-roboshadow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0"
      ]
    }
  }
}
# add to Codex CLI
codex mcp add wyre-ai-roboshadow-mcp -- docker run --rm -i ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "wyre-ai-roboshadow-mcp": {
      "type": "local",
      "command": [
        "docker",
        "run",
        "--rm",
        "-i",
        "ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0"
      ],
      "enabled": true
    }
  }
}
# ~/.hermes/config.yaml
mcp_servers:
  wyre-ai-roboshadow-mcp:
    command: "docker"
    args: ["run", "--rm", "-i", "ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0"]
// ~/.netclaw/config/netclaw.json
{
  "McpServers": {
    "wyre-ai-roboshadow-mcp": {
      "Transport": "stdio",
      "Command": "docker",
      "Arguments": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0"
      ]
    }
  }
}
// mcp.json
{
  "mcpServers": {
    "wyre-ai-roboshadow-mcp": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0"
      ]
    }
  }
}
Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 20 Sept 26 39

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 20 Sept 2026 · Analysed oci/ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0

Provenance No attestation

The registry publishes no build provenance for this version, so there is nothing to verify.

Result No attestation
Ecosystem oci
Reason No attestation published

Background: How many MCP packages publish verified provenance →

MCP tools · 40 exposed · ~4,051 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →

Tool Tokens
roboshadow_get_antivirus_report_by_device ~95

List antivirus/firewall/protection status for every device in the organisation.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_antivirus_summary ~73

Get an organisation-wide antivirus summary: active-threat count, devices missing antivirus/on-access/real-time protection, third-party vs. Windows Defender coverage, and open-firewall count.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_antivirus_threats ~97

List detected antivirus threats across the organisation, with severity and detection/remediation timing.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_application_group ~63

Get detailed information for one application group by its hashed group ID.

NameTypeReqDescription
group_idstringyesHashed application group ID.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_cpe_vulnerabilities ~95

List CPE (Common Platform Enumeration) vulnerability findings across the organisation.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_cve_fixes ~74

List available fixes/patches for one CVE.

NameTypeReqDescription
cveIdstringyesCVE identifier (e.g. CVE-2024-1234).
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_cve_vulnerabilities ~129

List CVEs affecting the organisation, each with CVSS/EPSS score, known-exploited-in-the-wild flag, and affected-OS/app/device counts.

NameTypeReqDescription
daysnumberFilter results to the last N days.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_device ~65

Get detailed information about a single device. PII-bearing - admin-gated.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_device_antivirus ~79

Get antivirus/endpoint-protection state for one device: engine name, real-time/tamper-protection status, and any active threats.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_device_applications ~122

List applications installed on one device, with vendor, version, and last-seen time.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.
searchstringSearch term for filtering results.

No output schema declared.

No examples provided.

roboshadow_get_device_disks ~68

List disks (drive letter, size, free space, used %) on one device.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_device_services ~128

List Windows services on one device, including start mode, running state, and whether the service has an unquoted-path vulnerability.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.
searchstringSearch term for filtering results.

No output schema declared.

No examples provided.

roboshadow_get_device_updates ~167

List missing Windows updates for one device, with category, KB/package ID, and reboot requirement.

NameTypeReqDescription
criticalbooleanFilter to critical updates.
deviceIdstringyesUnique identifier for the device.
driverbooleanFilter to driver updates.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
otherbooleanFilter to other updates.
pagenumberPage number for pagination (1-indexed). Default 1.
rollupbooleanFilter to rollup updates.
securitybooleanFilter to security updates.

No output schema declared.

No examples provided.

roboshadow_get_device_user_profiles ~75

List Windows user profiles present on one device, including profile SID and disk path. PII-bearing - admin-gated.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_device_users ~81

List local/Active-Directory user accounts on one device, including email address, employee ID, and admin flag. PII-bearing - admin-gated.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_device_vulnerability_summary ~84

Get the vulnerability summary for one device: per-application CVE lists (with CVSS scores and available WinGet upgrades) and an overall severity rollup.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_disk_report ~98

List disk usage across the organisation, grouped by disk (percentage used, encryption status, share count).

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_disk_report_by_device ~99

List disk information grouped by device (total disk/share counts, whether any drive is unencrypted).

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_disk_shares ~79

List network shares exposed on one disk of one device. Includes share path and access details.

NameTypeReqDescription
deviceIdstringyesUnique identifier for the device.
diskIdstringyesDisk identifier.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_disk_summary ~68

Get an organisation-wide disk-usage summary: low-disk-space devices, unencrypted laptops/servers/workstations, shared-folder and USB-disk counts.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_firewall_report ~103

List Windows firewall status (enabled/disabled per profile: domain, private, public) for every device in the organisation.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_hardware_report_by_device ~106

List hardware inventory grouped by device: processor, memory, serial number, system manufacturer/model, and end-of-life OS flag.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_hardware_summary ~62

Get an organisation-wide hardware summary: total machines, servers, workstations, and machines running an end-of-life OS.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_mfa_report ~132

Get a paged multi-factor-authentication report for a Microsoft-identity-linked organisation: each user's registered MFA methods, MFA status, and whether they hold the Global Administrator role. Results page in blocks of 5000 users - pass skipPages to page through until hasMoreData is false. PII-bearing identity data - admin-gated.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
skipPagesnumberZero-based page number to skip to (page size is 5000). Default 0.

No output schema declared.

No examples provided.

roboshadow_get_ransomware_report ~92

List ransomware-protection status for every device in the organisation.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_remediation_attempt_cves ~63

List the CVEs addressed by one remediation attempt.

NameTypeReqDescription
attemptIdstringyesHashed remediation attempt identifier.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_remediation_report ~129

List detailed vulnerability-remediation attempts across the organisation: action taken, category, target device, and success/failure outcome.

NameTypeReqDescription
daysnumberFilter results to the last N days.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.
searchstringSearch term for filtering results.

No output schema declared.

No examples provided.

roboshadow_get_scan_ips_overview ~83

Get a per-target breakdown of one external vulnerability scan: CVE counts by severity, open-port counts, and component scan statuses for each scanned IP.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
scanIdstringyesUnique identifier for the vulnerability scan.

No output schema declared.

No examples provided.

roboshadow_get_scan_summary ~73

Get a detailed summary of one external vulnerability scan: scan details, IP vulnerability totals, and web vulnerability findings.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
scanIdstringyesUnique identifier for the vulnerability scan.

No output schema declared.

No examples provided.

roboshadow_get_updates_report_by_device ~258

List a paginated missing-updates report grouped by device across the organisation, filterable by update category, workstation/server, and reboot-required status.

NameTypeReqDescription
criticalbooleanFilter to critical updates.
daysnumberFilter results to the last N days.
driverbooleanFilter to driver updates.
isRebootRequiredbooleanFilter to devices requiring reboot.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
otherbooleanFilter to other updates.
pagenumberPage number for pagination (1-indexed). Default 1.
rollupbooleanFilter to rollup updates.
searchstringSearch term for filtering results.
securitybooleanFilter to security updates.
serversbooleanFilter to server devices.
sortBystringField name to sort by.
sortDescbooleanSort in descending order. Default false.
workstationsbooleanFilter to workstation devices.

No output schema declared.

No examples provided.

roboshadow_get_updates_summary ~81

Get organisation-wide update summary statistics (devices needing critical/security/driver/rollup updates, reboot-pending count) plus the top devices requiring attention.

NameTypeReqDescription
daysnumberFilter results to the last N days.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_vulnerabilities_summary ~85

Get an organisation-wide vulnerability summary: devices by severity, top-5 most critical apps/CVEs/devices, and the single most critical server/workstation.

NameTypeReqDescription
daysnumberFilter results to the last N days.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_get_vulnerable_applications ~115

List applications with known vulnerabilities across the organisation, with per-severity CVE counts and available upgrades.

NameTypeReqDescription
daysnumberFilter results to the last N days.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_vulnerable_devices ~115

List devices with known vulnerabilities, each with per-severity CVE counts and an overall CVSS score.

NameTypeReqDescription
daysnumberFilter results to the last N days.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_get_windows_defender_report ~101

List Windows Defender configuration status (real-time protection, tamper protection, service state) for every device.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.

No output schema declared.

No examples provided.

roboshadow_list_application_groups ~155

List applications grouped across the organisation (by application identity, not per-install), each with install/device counts, distinct version counts, and a best-matching WinGet package if one exists.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.
searchstringSearch term for filtering results.
sortBystringField name to sort by.
sortDescbooleanSort in descending order. Default false.

No output schema declared.

No examples provided.

roboshadow_list_devices ~166

List every device in a RoboShadow organisation, with hardware/OS identity, network address, health scores, and pending-update/CVE counts. PII-bearing (IP/MAC address, logged-on user, serial number) - admin-gated.

NameTypeReqDescription
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.
searchstringSearch term for filtering results.
sortBystringField name to sort by.
sortDescbooleanSort in descending order. Default false.

No output schema declared.

No examples provided.

roboshadow_list_organisation_users ~68

List the users belonging to a RoboShadow organisation, with each user's display name, email, and permission level. PII-bearing - admin-gated.

NameTypeReqDescription
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.

No output schema declared.

No examples provided.

roboshadow_list_organisations ~53

List every RoboShadow organisation visible to this connector's refresh token, with each organisation's ID, name, and the caller's permission level. Start here to discover the organisationId every other tool needs.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

roboshadow_list_scan_status ~172

List the status of every external vulnerability scan (VScanner) for an organisation, with per-IP and per-domain scan status. Filter by isScheduled or status.

NameTypeReqDescription
isScheduledbooleanFilter to scans that were (or were not) started by a schedule.
itemsPerPagenumberNumber of items per page (1-100). Default 10.
organisationIdstringyesThe RoboShadow organisation's UUID. Discover it with roboshadow_list_organisations.
pagenumberPage number for pagination (1-indexed). Default 1.
sortBystringField name to sort by.
sortDescbooleanSort in descending order. Default false.
statusstringFilter scans by overall status.

No output schema declared.

No examples provided.

Common questions

What is the RoboShadow MCP server?

RoboShadow is an MCP server listed in the public MCP registry as io.github.WYRE-AI/roboshadow-mcp. MCP server for RoboShadow's Rubicon Platform Data API. This page covers its container image (ghcr.io/wyre-ai/roboshadow-mcp:v1.0.0).

Is the RoboShadow MCP server safe to use?

RoboShadow scores 39 out of 100 on VerifyMCP. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

What tools does the RoboShadow MCP server expose?

RoboShadow exposes 40 tools: roboshadow_list_organisations, roboshadow_list_organisation_users, roboshadow_get_mfa_report, roboshadow_list_scan_status, roboshadow_get_scan_summary, and 35 more. Their descriptions and schemas cost roughly 4,051 tokens of context every time the server is loaded.

Is the RoboShadow MCP server still maintained?

RoboShadow is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

What licence is the RoboShadow MCP server under?

RoboShadow declares the NOASSERTION licence, which is not on the OSI-approved list. Read the terms before using it at work, and note this covers the source only, not the cost of any service it calls.