{
 "categories": [
  "developer-tools",
  "ci-cd",
  "enterprise"
 ],
 "deployment": "hybrid",
 "evidence": [
  {
   "date": "2026-09-14",
   "fact": "homepage",
   "note": "JFrog presents Artifactory as a universal artifact management platform with SaaS, self-managed, multi-cloud, and hybrid support, plus REST APIs and JFrog CLI.",
   "source": "https://jfrog.com/artifactory/",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "deployment",
   "note": "Docs state Artifactory can be hosted on your infrastructure, in the cloud, or as SaaS.",
   "source": "https://docs.jfrog.com/artifactory/docs/jfrog-artifactory",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.api.exists",
   "note": "JFrog documents OpenAPI specifications and REST APIs across platform projects, including Artifactory binary management.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-api",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.api.kinds[0]",
   "note": "The API hub describes JFrog REST APIs and hosted OpenAPI specifications.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-api",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.api.auth[0]",
   "note": "JFrog documents scoped access tokens and states access to the REST API is provided by default since 7.21.1.",
   "source": "https://docs.jfrog.com/administration/docs/access-tokens",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.api.coverage",
   "note": "The product page states REST APIs for nearly everything. That is broad platform coverage, not a claim that every edition feature is un-gated.",
   "source": "https://jfrog.com/artifactory/",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.sdk.exists",
   "note": "JFrog documents an official Artifactory Java client for connection and management from Java code.",
   "source": "https://docs.jfrog.com/integrations/docs/artifactory-java-client",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.sdk.languages[0]",
   "note": "The documented official client is Java.",
   "source": "https://docs.jfrog.com/integrations/docs/artifactory-java-client",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.mcp.first_party",
   "note": "JFrog documents a JFrog-maintained remote MCP server that is GA on SaaS, available for all subscription levels, and enabled by a Platform Admin on the JPD.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.mcp.verdict",
   "note": "The same page presents the server as JFrog MCP Server for SaaS, not a community listing.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.cli.exists",
   "note": "JFrog CLI is documented as working with Artifactory, Xray, Distribution, and Mission Control through their REST APIs on Windows, macOS, and Linux.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-cli",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "modalities.extensibility.webhooks",
   "note": "JFrog documents platform webhooks that POST event information to a web location, plus webhook REST APIs.",
   "source": "https://docs.jfrog.com/integrations/docs/webhooks",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "verdict.scores.api",
   "note": "Broad documented REST and OpenAPI plus token lifecycle support api 8.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-api",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "verdict.scores.mcp",
   "note": "Official GA SaaS MCP with useful Artifactory tools scores 7. Platform Admin enablement, subscription-gated Curation/Catalog tools, and Beta self-hosted MCP keep it below 8.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "verdict.scores.cli",
   "note": "Official multi-OS CLI that wraps the same REST APIs supports cli 8.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-cli",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "freshness.watch[0].url",
   "note": "Opened the JFrog MCP Server for SaaS page and confirmed GA plus admin-enable gate.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-mcp-server",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "freshness.watch[1].url",
   "note": "Opened the JFrog API documentation hub.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-api",
   "tier": "declared"
  },
  {
   "date": "2026-09-14",
   "fact": "freshness.watch[2].url",
   "note": "Opened the JFrog CLI documentation hub.",
   "source": "https://docs.jfrog.com/integrations/docs/jfrog-cli",
   "tier": "declared"
  }
 ],
 "freshness": {
  "last_verified": "2026-09-14",
  "volatility": "medium",
  "watch": [
   {
    "type": "mcp",
    "url": "https://docs.jfrog.com/integrations/docs/jfrog-mcp-server"
   },
   {
    "type": "docs",
    "url": "https://docs.jfrog.com/integrations/docs/jfrog-api"
   },
   {
    "type": "docs",
    "url": "https://docs.jfrog.com/integrations/docs/jfrog-cli"
   }
  ]
 },
 "homepage": "https://jfrog.com/artifactory/",
 "id": "jfrog-artifactory",
 "license": "commercial",
 "modalities": {
  "agent_docs": {
   "llms_txt": "unknown"
  },
  "api": {
   "auth": [
    "access-token"
   ],
   "coverage": "partial",
   "docs": "https://docs.jfrog.com/integrations/docs/jfrog-api",
   "exists": true,
   "kinds": [
    "rest"
   ]
  },
  "cli": {
   "exists": true
  },
  "computer_use": {
   "issues": [],
   "viability": "unknown"
  },
  "data_access": {
   "export": [
    "json"
   ],
   "import": [
    "json"
   ]
  },
  "extensibility": {
   "scripting": [
    "jfrog-cli-plugins"
   ],
   "webhooks": true
  },
  "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. Vendor automation is the Platform REST APIs, the official jf CLI, and the first-party remote MCP server, not browser control.\n",
   "ui_stack": [
    "web-dom"
   ],
   "vendor_support": []
  },
  "sdk": {
   "exists": true,
   "languages": [
    "java"
   ],
   "official": true
  }
 },
 "name": "JFrog Artifactory",
 "platforms": [
  "web",
  "linux",
  "windows"
 ],
 "related": {
  "alternatives": [
   "docker-hub"
  ],
  "our_products": []
 },
 "schema_version": 1,
 "score_version": 1,
 "status": "active",
 "vendor": "JFrog",
 "verdict": {
  "best_path": "api",
  "scores": {
   "api": 8,
   "cli": 8,
   "computer_use": null,
   "integrations": null,
   "mcp": 7,
   "overall": 8,
   "rpa": null
  },
  "summary": "JFrog Artifactory is automatable today through the JFrog Platform REST APIs. This record is Artifactory repositories, packages, and builds on SaaS or self-managed JPDs, not Docker Hub. JFrog documents REST and OpenAPI coverage across the platform and states Artifactory has REST APIs for nearly everything. Current REST credentials are scoped access tokens sent as Authorization Bearer, X-JFrog-Art-Api, or basic username plus token. API keys are end of life as of Artifactory 7.98 and are not a current auth method. The official jf CLI wraps Artifactory, Xray, and Distribution REST APIs on Windows, macOS, and Linux with non-interactive access-token config. JFrog documents a first-party remote MCP server that is generally available on SaaS for all subscription levels at https://<JPD>/mcp after a Platform Admin enables it; clients complete OAuth. Self-hosted MCP remains Beta. Curation and Catalog MCP tools need a Unified Security or Ultimate Security subscription. Official Java client and platform webhooks are documented. Computer-use viability is unassessed. API and CLI both score 8; API is the best path because JFrog presents REST as the complete control plane the CLI consumes. MCP scores 7 because SaaS is GA but admin-gated and edition-split.\n"
 }
}