{
 "categories": [
  "documents",
  "developer-tools",
  "saas-platform"
 ],
 "deployment": "saas",
 "evidence": [
  {
   "date": "2026-10-16",
   "fact": "homepage",
   "note": "The Kontent.ai Learn page documents the Kontent.ai MCP server for content models, items, assets, and workflows.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "name",
   "note": "The page title and product name are Kontent.ai.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "vendor",
   "note": "The repository description is The Official Kontent.ai MCP server. GitHub reported owner kontent-ai, MIT, archived false, and a push on 2026-10-14.",
   "source": "https://github.com/kontent-ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "license",
   "note": "The server requires a Kontent.ai Management API key and environment ID for a Kontent.ai project. The product is a hosted commercial service. The MIT license on the MCP repository is the server's license.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "deployment",
   "note": "The documented target is a Kontent.ai environment identified by an environment ID, which is Kontent.ai's hosted project. The MCP process itself runs locally or as HTTP.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.api.exists",
   "note": "Setup requires a Kontent.ai Management API key. The server's operations are Management API operations.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.api.auth[0]",
   "note": "The required credential is KONTENT_API_KEY, a Management API key. Multi-tenant HTTP mode uses that credential as a bearer token. The key page at the Learn URL with a .md suffix returned not found, so the header format of a direct API call is not copied here.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.api.docs",
   "note": "The Management API HTTP reference was not available at the URL this pass opened. The Learn MCP page is the public page that establishes the key and the operations.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.mcp.first_party",
   "note": "Kontent.ai Learn documents the server, the npx package @kontent-ai/mcp-server, and the GitHub repository in the kontent-ai organization.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "modalities.mcp.verdict",
   "note": "The README lists tools to list, create, update, and delete content types, snippets, taxonomies, items, variants, and assets, and to move workflow. The repository calls itself the official server.",
   "source": "https://github.com/kontent-ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "verdict.scores.mcp",
   "note": "A maintained official server with read and write coverage of the content model, items, assets, and workflow is a 7. It is self-run, needs a management key, and the direct HTTP reference was not opened, so it is not a 9.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "freshness.watch[0].url",
   "note": "Opened and verified as the current Kontent.ai Learn page for the MCP server.",
   "source": "https://kontent.ai/learn/docs/ai/mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-10-16",
   "fact": "freshness.watch[1].url",
   "note": "Opened and verified as the official Kontent.ai MCP repository README.",
   "source": "https://github.com/kontent-ai/mcp-server",
   "tier": "declared"
  }
 ],
 "freshness": {
  "last_verified": "2026-10-16",
  "volatility": "medium",
  "watch": [
   {
    "type": "mcp",
    "url": "https://kontent.ai/learn/docs/ai/mcp-server"
   },
   {
    "type": "mcp",
    "url": "https://github.com/kontent-ai/mcp-server"
   }
  ]
 },
 "homepage": "https://kontent.ai/learn/docs/ai/mcp-server",
 "id": "kontent-ai",
 "license": "commercial",
 "modalities": {
  "agent_docs": {
   "llms_txt": "unknown"
  },
  "api": {
   "auth": [
    "management-api-key"
   ],
   "coverage": "unknown",
   "docs": null,
   "exists": true,
   "kinds": []
  },
  "cli": {
   "exists": "unknown"
  },
  "computer_use": {
   "issues": [],
   "viability": "unknown"
  },
  "data_access": {
   "export": [],
   "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. Kontent.ai is a hosted content platform. The documented agent path opened in this pass is the official MCP server, which calls the Management API with an API key and an environment ID.\n",
   "ui_stack": [
    "web-dom"
   ],
   "vendor_support": []
  },
  "sdk": {
   "exists": "unknown",
   "languages": [],
   "official": "unknown"
  }
 },
 "name": "Kontent.ai",
 "platforms": [
  "web"
 ],
 "related": {
  "alternatives": [
   "contentful"
  ],
  "our_products": []
 },
 "schema_version": 1,
 "score_version": 1,
 "status": "active",
 "vendor": "Kontent.ai",
 "verdict": {
  "best_path": "mcp",
  "scores": {
   "api": null,
   "cli": null,
   "computer_use": null,
   "integrations": null,
   "mcp": 7,
   "overall": 7,
   "rpa": null
  },
  "search": {
   "description": "Kontent.ai documents an official MCP server that reads and writes content types, items, assets, and workflows with a Management API key.",
   "title": "Kontent.ai is automatable through its MCP server"
  },
  "summary": "Kontent.ai is automatable today through its official MCP server. Kontent.ai Learn documents npx @kontent-ai/mcp-server with STDIO or streamable HTTP. SSE was removed in version 0.17.0. Single-tenant setup needs a Management API key with the Manage content model permission and an environment ID. Multi-tenant HTTP mode can take the key as a bearer token. The Learn page and the kontent-ai repository, pushed on 2026-10-14, list tools for content types, snippets, taxonomies, content items and language variants, assets, languages, and workflow steps, including publish and unpublish. The Management API is therefore real, but a Management API HTTP reference opened in this pass returned a not-found page, so API coverage and protocol are not scored. Zapier, Make, Power Automate, and n8n were not opened. No Kontent.ai CLI was established. Computer-use viability is unassessed. The MCP server scores 7. It is the best path because it is the surface with documented read and write operations.\n"
 }
}