{
 "categories": [
  "developer-tools"
 ],
 "deployment": "saas",
 "evidence": [
  {
   "date": "2026-10-14",
   "fact": "homepage",
   "note": "DevCycle presents itself as an OpenFeature-native feature-flag platform with realtime flag updates, experimentation, and an AI and MCP feature.",
   "source": "https://devcycle.com/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "license",
   "note": "The homepage says to try DevCycle without a credit card or a sales conversation, and it describes usage-based pricing rather than per-seat pricing.",
   "source": "https://devcycle.com/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.api.exists",
   "note": "The Management API page is an OpenAPI document for managing features and variables on the DevCycle platform.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.api.kinds[0]",
   "note": "Project operations are HTTP methods such as POST /v1/projects and GET /v1/projects/{key} on https://api.devcycle.com, with JSON bodies.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.api.kinds[1]",
   "note": "The page offers a download of the OpenAPI specification for the Management API.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.api.auth[0]",
   "note": "The documented token request is POST https://auth.devcycle.com/oauth/token with grant_type=client_credentials, audience https://api.devcycle.com/, and the dashboard client id and secret.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.api.auth[1]",
   "note": "Enterprise organizations with stricter roles use a different token request on the same URL, with grant_type=refresh_token and a refresh token.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.api.coverage",
   "note": "The opened specification manages projects, environments, features, and variables. Flag evaluation in application code is a separate SDK surface and was not treated as this admin API.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.sdk.exists",
   "note": "The homepage says DevCycle has 15+ SDKs and describes open-source SDKs as part of the OpenFeature ecosystem.",
   "source": "https://devcycle.com/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.mcp.first_party",
   "note": "DevCycle documents a hosted MCP server at https://mcp.devcycle.com/mcp and an SSE endpoint at https://mcp.devcycle.com/sse.",
   "source": "https://docs.devcycle.com/cli-mcp/mcp-getting-started",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.mcp.verdict",
   "note": "The CLI and MCP overview says the MCP server is based on the DevCycle CLI and exposes 35+ tools for feature-flag operations.",
   "source": "https://docs.devcycle.com/cli-mcp/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.cli.exists",
   "note": "The official CLI installs with npm install -g @devcycle/cli. The quick start is dvc login sso, dvc projects select, and dvc features list.",
   "source": "https://docs.devcycle.com/cli-mcp/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.data_access.export[0]",
   "note": "GET /v1/projects returns project JSON. The homepage also says a full project configuration can be exported.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "modalities.data_access.import[0]",
   "note": "POST /v1/projects creates a project from a JSON body with name and key.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "verdict.scores.api",
   "note": "The Management API is a versioned OpenAPI with client-credentials auth and documented project, feature, and variable operations. Evaluation stays on SDKs, so the admin path is broad rather than a complete runtime-plus-admin score of 9\u201310.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "verdict.scores.mcp",
   "note": "The hosted server lists feature, variable, project, override, evaluation, and SDK-install tools, with browser OAuth and organization selection. That is official useful coverage with an interactive login step.",
   "source": "https://docs.devcycle.com/cli-mcp/mcp-getting-started",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "verdict.scores.cli",
   "note": "The CLI is official and can list features, but the opened login command is dvc login sso. Non-interactive token login was not established on that page.",
   "source": "https://docs.devcycle.com/cli-mcp/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "freshness.watch[0].url",
   "note": "Opened the MCP getting-started page, including both endpoints and the tool table.",
   "source": "https://docs.devcycle.com/cli-mcp/mcp-getting-started",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "freshness.watch[1].url",
   "note": "Opened the Management API reference, including both OAuth token grants and project operations.",
   "source": "https://docs.devcycle.com/management-api/",
   "tier": "declared"
  },
  {
   "date": "2026-10-14",
   "fact": "freshness.watch[2].url",
   "note": "Opened the CLI and MCP overview, including the npm install command and the 35+ tools statement.",
   "source": "https://docs.devcycle.com/cli-mcp/",
   "tier": "declared"
  }
 ],
 "freshness": {
  "last_verified": "2026-10-14",
  "volatility": "medium",
  "watch": [
   {
    "type": "docs",
    "url": "https://docs.devcycle.com/cli-mcp/mcp-getting-started"
   },
   {
    "type": "docs",
    "url": "https://docs.devcycle.com/management-api/"
   },
   {
    "type": "docs",
    "url": "https://docs.devcycle.com/cli-mcp/"
   }
  ]
 },
 "homepage": "https://devcycle.com/",
 "id": "devcycle",
 "license": "freemium",
 "modalities": {
  "agent_docs": {
   "llms_txt": "unknown"
  },
  "api": {
   "auth": [
    "oauth2-client-credentials",
    "oauth2-refresh-token"
   ],
   "coverage": "partial",
   "docs": "https://docs.devcycle.com/management-api/",
   "exists": true,
   "kinds": [
    "rest",
    "openapi"
   ]
  },
  "cli": {
   "exists": true
  },
  "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. Feature and variable management is documented on the Management API, the CLI, and the hosted MCP server.\n",
   "ui_stack": [
    "web-dom"
   ],
   "vendor_support": []
  },
  "sdk": {
   "exists": true,
   "languages": [],
   "official": "unknown"
  }
 },
 "name": "DevCycle",
 "platforms": [
  "web"
 ],
 "related": {
  "alternatives": [
   "launchdarkly",
   "unleash",
   "statsig"
  ],
  "our_products": []
 },
 "schema_version": 1,
 "score_version": 1,
 "status": "active",
 "vendor": "DevCycle",
 "verdict": {
  "best_path": "api",
  "scores": {
   "api": 8,
   "cli": 6,
   "computer_use": null,
   "integrations": null,
   "mcp": 8,
   "overall": 8,
   "rpa": null
  },
  "summary": "DevCycle is automatable today through the Management API. This record is the DevCycle feature-flag platform. It is not LaunchDarkly, Unleash, or Statsig. The Management API is documented as an OpenAPI for managing features and variables. A token is requested from POST https://auth.devcycle.com/oauth/token with grant_type=client_credentials, audience https://api.devcycle.com/, and the client id and secret from the DevCycle dashboard. The same page documents a second token request, grant_type=refresh_token, for Enterprise organizations that use stricter roles. Opened operations include creating and listing projects at https://api.devcycle.com/v1/projects. The homepage says DevCycle ships 15+ SDKs and that project configuration can be exported. SDK language names were not copied from an SDK index. The CLI installs with npm install -g @devcycle/cli. The opened quick start is dvc login sso, then dvc projects select and dvc features list. The hosted MCP server is https://mcp.devcycle.com/mcp, with an SSE fallback at https://mcp.devcycle.com/sse. Authentication opens a browser at mcp.devcycle.com, and an account with more than one organization picks one at auth.devcycle.com. The getting-started page lists tools for features, variables, project selection, self-targeting overrides, evaluation counts, and SDK install guidance. The overview page says the server exposes 35+ tools. DevCycle says the registry name is com.devcycle/mcp. The homepage offers a start without a credit card and describes usage-based plans. iPaaS catalogs were not opened. Computer-use viability is unassessed. The API and MCP both score 8. The API is the best path because client credentials call it without a browser OAuth session or an MCP client. The CLI scores 6 because the opened login path is interactive SSO.\n"
 }
}