{
 "categories": [
  "developer-tools"
 ],
 "deployment": "hybrid",
 "evidence": [
  {
   "date": "2026-09-24",
   "fact": "homepage",
   "note": "The docs index is published for Unleash. The product site is https://www.getunleash.io/.",
   "source": "https://docs.getunleash.io/llms.txt",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "license",
   "note": "The public GitHub API for Unleash/unleash reports the SPDX license AGPL-3.0 and describes the repository as an open-source feature management platform.",
   "source": "https://api.github.com/repos/Unleash/unleash",
   "tier": "scraped"
  },
  {
   "date": "2026-09-24",
   "fact": "deployment",
   "note": "The MCP page documents a local server and a remote server hosted by your Unleash instance, which covers hosted and self-hosted deployments.",
   "source": "https://docs.getunleash.io/integrate/mcp",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "platforms",
   "note": "Tokens and service accounts are created in the Unleash Admin UI, a web application.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.api.exists",
   "note": "Unleash documents an Admin API for flags, projects, environments, users, and integrations.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.api.kinds[0]",
   "note": "Examples are HTTPS GET and POST calls to /api/admin with JSON bodies.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.api.auth[0]",
   "note": "Personal access tokens are created under Profile, View profile settings, Personal API tokens, and sent in the Authorization header.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.api.auth[1]",
   "note": "Service account tokens are the preferred production credential and are created under Admin settings, Service accounts.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.api.coverage",
   "note": "The Admin API manages Unleash resources. Client evaluation uses separate backend and frontend tokens, so this record's API coverage is partial.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.api.docs",
   "note": "Opened as the current Admin API overview.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.sdk.exists",
   "note": "The token page documents backend and frontend SDKs that connect to Unleash.",
   "source": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.sdk.official",
   "note": "The SDKs are documented in Unleash's own docs as the way consuming clients talk to Unleash.",
   "source": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.mcp.first_party",
   "note": "Unleash documents its MCP server, locally as npx @unleash/mcp and remotely on the Unleash instance.",
   "source": "https://docs.getunleash.io/integrate/mcp",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.mcp.verdict",
   "note": "The MCP page is Unleash's own documentation, including create_flag, so the verdict is official.",
   "source": "https://docs.getunleash.io/integrate/mcp",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.data_access.export[0]",
   "note": "The example GET to /api/admin/projects is an HTTPS JSON API call.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.data_access.import[0]",
   "note": "The create-flag example posts a JSON body with name, description, and type.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "modalities.agent_docs.llms_txt",
   "note": "https://docs.getunleash.io/llms.txt is a first-party index of Unleash docs, including the Admin API and MCP server.",
   "source": "https://docs.getunleash.io/llms.txt",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "verdict.scores.api",
   "note": "Documented Admin API with personal and service-account tokens and OpenAPI on the instance. Score 8.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "verdict.scores.mcp",
   "note": "Official MCP with flag tools. Remote mode needs an admin enablement and dynamic client registration. Score 7.",
   "source": "https://docs.getunleash.io/integrate/mcp",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "freshness.watch[0].url",
   "note": "Opened as the current Unleash MCP page, including local npx setup and remote OAuth.",
   "source": "https://docs.getunleash.io/integrate/mcp",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "freshness.watch[1].url",
   "note": "Opened as the current Admin API overview.",
   "source": "https://docs.getunleash.io/api/admin-api-overview",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "freshness.watch[2].url",
   "note": "Opened as the current token and client-key page.",
   "source": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys",
   "tier": "declared"
  },
  {
   "date": "2026-09-24",
   "fact": "freshness.watch[3].url",
   "note": "Opened as the current Unleash docs index.",
   "source": "https://docs.getunleash.io/llms.txt",
   "tier": "declared"
  }
 ],
 "freshness": {
  "last_verified": "2026-09-24",
  "volatility": "medium",
  "watch": [
   {
    "type": "mcp",
    "url": "https://docs.getunleash.io/integrate/mcp"
   },
   {
    "type": "docs",
    "url": "https://docs.getunleash.io/api/admin-api-overview"
   },
   {
    "type": "docs",
    "url": "https://docs.getunleash.io/concepts/api-tokens-and-client-keys"
   },
   {
    "type": "docs",
    "url": "https://docs.getunleash.io/llms.txt"
   }
  ]
 },
 "homepage": "https://www.getunleash.io/",
 "id": "unleash",
 "license": "open-source",
 "modalities": {
  "agent_docs": {
   "llms_txt": true
  },
  "api": {
   "auth": [
    "personal-access-token",
    "service-account-token"
   ],
   "coverage": "partial",
   "docs": "https://docs.getunleash.io/api/admin-api-overview",
   "exists": true,
   "kinds": [
    "rest"
   ]
  },
  "cli": {
   "exists": "unknown"
  },
  "computer_use": {
   "issues": [],
   "viability": "unknown"
  },
  "data_access": {
   "export": [
    "json"
   ],
   "import": [
    "json"
   ]
  },
  "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. Unleash documents an Admin API, official SDKs, and a first-party MCP server for feature flags.\n",
   "ui_stack": [
    "web-dom"
   ],
   "vendor_support": []
  },
  "sdk": {
   "exists": true,
   "languages": [],
   "official": true
  }
 },
 "name": "Unleash",
 "platforms": [
  "web"
 ],
 "related": {
  "alternatives": [
   "launchdarkly",
   "statsig"
  ],
  "our_products": []
 },
 "schema_version": 1,
 "score_version": 1,
 "status": "active",
 "vendor": "Unleash",
 "verdict": {
  "best_path": "api",
  "scores": {
   "api": 8,
   "cli": null,
   "computer_use": null,
   "integrations": null,
   "mcp": 7,
   "overall": 8,
   "rpa": null
  },
  "summary": "Unleash is automatable today through its Admin API. This record is the Unleash feature-flag product, hosted or self-hosted. The Admin API base path is the instance URL plus /api/admin. It manages flags, projects, environments, users, roles, and integrations. Requests send Authorization with a personal access token or a service account token. Service accounts are created under Admin settings, Service accounts. Personal tokens are created under Profile, Personal API tokens. OpenAPI is at /docs/openapi/ on the instance in v5.2 and later. The GitHub repository Unleash/unleash describes the project as open source and uses the GNU Affero General Public License v3.0. Unleash also documents backend and frontend SDKs for flag evaluation. The first-party MCP server calls the Admin API. The local server runs as npx @unleash/mcp and needs a personal access token that can create flags. Tools include create_flag, which creates a flag disabled by default. A remote MCP mode is hosted by the Unleash instance. An admin enables it under Admin settings, Remote MCP server. Remote mode uses OAuth 2.0 dynamic client registration and exchanges the login session for a personal access token valid for 24 hours. https://docs.getunleash.io/llms.txt is a first-party docs index. Connector catalogs were not opened. SDK language names were not copied into this record. Computer-use viability is unassessed. API scores 8. MCP scores 7. API is the best path because a service account token calls the Admin API without running a local MCP process or enabling dynamic client registration.\n"
 }
}