{
 "categories": [
  "enterprise",
  "observability"
 ],
 "deployment": "saas",
 "evidence": [
  {
   "date": "2026-10-16",
   "fact": "homepage",
   "note": "The opened PDF is Red Hat's getting-started guide for the MCP server for Red Hat Lightspeed, last updated 2026-09-16.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "name",
   "note": "The document title is Getting started with MCP server for Red Hat Lightspeed.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "vendor",
   "note": "The PDF is published by Red Hat and uses Red Hat trademarks.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "license",
   "note": "The guide is Red Hat product documentation for a Red Hat service that uses a Hybrid Cloud Console service account. The product license is commercial. The insights-mcp repository is Apache-2.0, which is the server code license.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "deployment",
   "note": "The README says authentication reaches Red Hat Lightspeed APIs through console.redhat.com service accounts. The MCP process is self-hosted. The service it calls is Red Hat's hosted console.",
   "source": "https://github.com/RedHatInsights/insights-mcp",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.api.exists",
   "note": "The guide says the MCP server communicates with Red Hat Lightspeed APIs and that a vulnerability question becomes a structured API call whose response is JSON.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.api.auth[0]",
   "note": "Access uses a Hybrid Cloud Console service account. Service accounts have no access until an administrator assigns roles. The HTML API reference returned 403, so the HTTP scheme of a direct API call is not established here.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.mcp.first_party",
   "note": "Red Hat documents red-hat-lightspeed-mcp as the MCP server for Red Hat Lightspeed. The RedHatInsights repository README uses the same product name.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.mcp.verdict",
   "note": "The README says the server is read-only by default and that --all-tools enables writes such as creating blueprints. GitHub reported a push on 2026-10-15, Apache-2.0, and archived false.",
   "source": "https://github.com/RedHatInsights/insights-mcp",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.data_access.export[0]",
   "note": "The guide says the vulnerability service response arrives as a block of JSON.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "verdict.scores.mcp",
   "note": "Red Hat labels the server Developer Preview, not supported, and not for production. Useful read tools across several Lightspeed services make it a limited vendor preview, score 5, not an unscored unknown.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "freshness.watch[0].url",
   "note": "Opened and verified as the current Red Hat PDF guide, last updated 2026-09-16.",
   "source": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "freshness.watch[1].url",
   "note": "Opened and verified as the Red Hat Lightspeed MCP repository README.",
   "source": "https://github.com/RedHatInsights/insights-mcp",
   "tier": "declared"
  }
 ],
 "freshness": {
  "last_verified": "2026-10-16",
  "volatility": "medium",
  "watch": [
   {
    "type": "docs",
    "url": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf"
   },
   {
    "type": "mcp",
    "url": "https://github.com/RedHatInsights/insights-mcp"
   }
  ]
 },
 "homepage": "https://docs.redhat.com/en/documentation/red_hat_lightspeed/1-latest/pdf/getting_started_with_mcp_server_for_red_hat_lightspeed/Red_Hat_Lightspeed-1-latest-Getting_started_with_MCP_server_for_Red_Hat_Lightspeed-en-US.pdf",
 "id": "red-hat-lightspeed",
 "license": "commercial",
 "modalities": {
  "agent_docs": {
   "llms_txt": "unknown"
  },
  "api": {
   "auth": [
    "service-account"
   ],
   "coverage": "unknown",
   "docs": null,
   "exists": true,
   "kinds": []
  },
  "cli": {
   "exists": "unknown"
  },
  "computer_use": {
   "issues": [],
   "viability": "unknown"
  },
  "data_access": {
   "export": [
    "json"
   ],
   "import": []
  },
  "extensibility": {
   "scripting": [],
   "webhooks": "unknown"
  },
  "integrations": {
   "make": "unknown",
   "n8n": "unknown",
   "power_automate": "unknown",
   "zapier": "unknown"
  },
  "mcp": {
   "first_party": true,
   "third_party": [],
   "verdict": "official"
  },
  "rpa": {
   "drivability": "unknown",
   "notes": "No repeatable UI probe was run. Red Hat documents natural language questions as an alternative to searching the Red Hat Lightspeed UI. The machine path opened here is the self-hosted MCP server. The HTML API chapter returned 403 in this pass.\n",
   "ui_stack": [
    "web-dom"
   ],
   "vendor_support": []
  },
  "sdk": {
   "exists": "unknown",
   "languages": [],
   "official": "unknown"
  }
 },
 "name": "Red Hat Lightspeed",
 "platforms": [
  "web"
 ],
 "related": {
  "alternatives": [
   "ansible-automation-platform"
  ],
  "our_products": []
 },
 "schema_version": 1,
 "score_version": 1,
 "status": "active",
 "vendor": "Red Hat",
 "verdict": {
  "best_path": "mcp",
  "scores": {
   "api": null,
   "cli": null,
   "computer_use": null,
   "integrations": null,
   "mcp": 5,
   "overall": 5,
   "rpa": null
  },
  "search": {
   "description": "Red Hat documents a self-hosted MCP server for advisor, inventory, vulnerability, and remediations. It is not supported for production.",
   "title": "Red Hat Lightspeed MCP is a Developer Preview"
  },
  "summary": "Red Hat Lightspeed has a vendor MCP server, and that server is Developer Preview. The Red Hat guide, last updated 16 September 2026, says red-hat-lightspeed-mcp is self-hosted, not supported for production, and not functionally complete. It can ask which systems a CVE affects and can return a remediation playbook. Supported services are advisor, hosted image builder, inventory, digital roadmaps and planning, remediations, vulnerability, RHSM, and content sources. A Hybrid Cloud Console service account supplies the client ID and secret. Service accounts start with no access until an administrator assigns roles. The server is read-only unless --all-tools is set. The RedHatInsights repository README, pushed on 2026-10-15, matches that description and also documents a bearer JWT for the HTTP transport. The guide says the server calls Red Hat Lightspeed APIs and receives JSON. The HTML API chapter returned 403, so this record does not score the API or name its protocol. Zapier, Make, Power Automate, and n8n were not opened. Computer-use viability is unassessed. The MCP server scores 5 because it is a limited vendor preview with useful read operations and an explicit production ban.\n"
 }
}