# Dependency Audit — CVE, License & EOL Check for AI (`haketa/dependency-audit`) Actor

Audit any software dependency for vulnerabilities (CVE), license, deprecation, end-of-life and health scores in one call. Supports npm, PyPI, crates, Go, Maven, NuGet, RubyGems. Supply-chain security grounding for AI coding agents & SCA.

- **URL**: https://apify.com/haketa/dependency-audit.md
- **Developed by:** [Haketa](https://apify.com/haketa) (community)
- **Categories:** Developer tools, AI, Agents
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.40 / 1,000 results

This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events.
Since this Actor supports Apify Store discounts, the price gets lower the higher subscription plan you have.

Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-event

## What's an Apify Actor?

Actors are a software tools running on the Apify platform, for all kinds of web data extraction and automation use cases.
In Batch mode, an Actor accepts a well-defined JSON input, performs an action which can take anything from a few seconds to a few hours,
and optionally produces a well-defined JSON output, datasets with results, or files in key-value store.
In Standby mode, an Actor provides a web server which can be used as a website, API, or an MCP server.
Actors are written with capital "A".

## How to integrate an Actor?

If asked about integration, you help developers integrate Actors into their projects.
You adapt to their stack and deliver integrations that are safe, well-documented, and production-ready.
The best way to integrate Actors is as follows.

In JavaScript/TypeScript projects, use official [JavaScript/TypeScript client](https://docs.apify.com/api/client/js.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python.md):

```bash
pip install apify-client
```

In shell scripts, use [Apify CLI](https://docs.apify.com/cli/docs.md):

````bash
# MacOS / Linux
curl -fsSL https://apify.com/install-cli.sh | bash
# Windows
irm https://apify.com/install-cli.ps1 | iex
```bash

In AI frameworks, you might use the [Apify MCP server](https://docs.apify.com/platform/integrations/mcp.md).

If your project is in a different language, use the [REST API](https://docs.apify.com/api/v2.md).

For usage examples, see the [API](#api) section below.

For more details, see Apify documentation as [Markdown index](https://docs.apify.com/llms.txt) and [Markdown full-text](https://docs.apify.com/llms-full.txt).


# README

## Dependency Audit — CVE, License, Deprecation & EOL for AI Agents

Audit any software dependency in one call. Give this Actor a list of packages and it returns, for each one: **known vulnerabilities (CVE) with severity, license, whether it's outdated or deprecated, end-of-life status, an OpenSSF health score, GitHub stars** — plus a clean **Markdown audit report**.

Supports **npm, PyPI, crates.io, Go, Maven, NuGet and RubyGems**. Built for **AI coding agents, supply-chain security (SCA), and dependency review**. No API key, no setup.

---

### Why this Actor?

Coding agents and developers constantly need to answer: *"Is this package safe to add? Is my version vulnerable? Is it still maintained?"* That data is scattered across vulnerability databases, package registries, scorecards and end-of-life trackers — and an LLM's training data is months out of date on all of it. New CVEs land daily.

This Actor consolidates it. Point it at a package (or a whole lockfile's worth) and get back a single, current, structured verdict — the exact grounding an AI agent needs before it recommends or upgrades a dependency.

- **AI coding agents** — a tool the agent calls on every "add/upgrade this package" decision to check for CVEs, license and maintenance.
- **Supply-chain security (SCA)** — screen a dependency list for known vulnerabilities and risky licenses.
- **Dependency review in CI** — audit what a PR adds or bumps.
- **Tech-debt & maintenance** — find deprecated, outdated or end-of-life dependencies across a project.

Because it merges several sources, one call gives you what would otherwise take five.

---

### What you get

For every package, one record:

| Field | Description |
| --- | --- |
| `package` | `ecosystem:name@version` |
| `ecosystem`, `name`, `version` | Identity |
| `latestVersion` | Latest available version |
| `isOutdated` | Whether a newer version exists |
| `isDeprecated` | Whether the package/version is deprecated |
| `license` | License(s) |
| `riskLevel` | `none` / `low` / `medium` / `high` / `critical` |
| `vulnerabilityCount` | Number of known vulnerabilities |
| `maxSeverity` | Highest severity found |
| `vulnerabilities` | Full list: CVE, severity, title, link |
| `scorecardScore` | OpenSSF Scorecard (0–10) |
| `stars` | GitHub stars |
| `repo` | Source repository |
| `eolStatus` | End-of-life status (for known runtimes/frameworks) |
| `downloads` | Monthly downloads (optional, npm/PyPI) |
| `markdown` | A ready-to-read audit report |
| `scrapedAt` | Timestamp |

---

### Example output

```json
{
  "package": "npm:lodash@4.17.15",
  "ecosystem": "npm",
  "name": "lodash",
  "version": "4.17.15",
  "latestVersion": "4.17.21",
  "isOutdated": "true",
  "isDeprecated": "false",
  "license": "MIT",
  "riskLevel": "high",
  "vulnerabilityCount": "6",
  "maxSeverity": "HIGH",
  "vulnerabilities": [
    { "cve": "CVE-2021-23337", "severity": "HIGH", "title": "Command Injection in lodash", "url": "https://osv.dev/vulnerability/GHSA-35jh-r3h4-6jhm" }
  ],
  "scorecardScore": "7.7",
  "stars": "61240",
  "markdown": "# lodash@4.17.15 (npm)\n\n**License:** MIT · **Latest:** 4.17.21 ⚠️ outdated · ...",
  "scrapedAt": "2026-07-06T15:00:00.000Z"
}
````

A clean, current package returns `riskLevel: "none"`, `vulnerabilityCount: "0"`.

***

### Input

| Field | Type | Default | Description |
| --- | --- | --- | --- |
| `packages` | array | — | **Required.** Packages to audit. |
| `ecosystem` | string | `npm` | Default ecosystem for packages without a prefix. |
| `includeScorecard` | boolean | `true` | Fetch OpenSSF Scorecard + GitHub stars. |
| `includeDownloads` | boolean | `false` | Fetch monthly downloads (npm/PyPI). |

#### Package format

Each entry can be:

- `"express"` — latest version, default ecosystem
- `"express@4.18.2"` — a specific version
- `"pypi:django@3.0.0"` — an explicit ecosystem
- `"@babel/core@7.0.0"` — scoped npm packages work too

Ecosystems: `npm`, `pypi`, `cargo`, `go`, `maven`, `nuget`, `rubygems` (aliases like `pip`, `crates`, `gem` are accepted).

#### Example input

```json
{
  "packages": [
    "express@4.18.2",
    "lodash@4.17.15",
    "pypi:django@3.0.0",
    "cargo:tokio@1.0.0",
    "react"
  ],
  "includeScorecard": true
}
```

***

### Risk levels

`riskLevel` reflects the most severe issue found:

- **critical / high / medium / low** — driven by the highest-severity known vulnerability (by CVSS).
- **low** — also used when there are no CVEs but the package is deprecated or end-of-life.
- **none** — no known vulnerabilities, not deprecated, not EOL.

Always read `vulnerabilities`, `isDeprecated` and `eolStatus` together for the full picture.

***

### Use cases in detail

#### 1. AI coding agents

Wire this in as a tool so your agent checks a package before recommending it: "should I use `axios@0.21`?" → the agent sees the CVE and suggests a safe version instead. Every `import`/`require` suggestion can be grounded in current data.

#### 2. Supply-chain security / SCA

Feed a whole dependency list in one run and triage by `riskLevel`. Route `high`/`critical` to a human or block the build.

#### 3. CI dependency review

On each PR, audit the added or upgraded packages and comment the vulnerabilities, license changes and deprecations back on the PR.

#### 4. Tech-debt sweeps

List every dependency in a project and find the deprecated, end-of-life or badly-outdated ones to prioritise upgrades.

#### 5. License compliance

The `license` field lets you flag copyleft or non-standard licenses across your dependency tree.

***

### How to use it

1. Click **Try for free**.
2. Paste your packages into `packages`.
3. Click **Start**.
4. Read the results as **JSON, CSV, Excel**, or via the Apify API.

Audits run in parallel — a hundred packages finish in seconds.

***

### Calling from the API

```bash
curl -X POST "https://api.apify.com/v2/acts/YOUR_ACTOR_ID/runs?token=YOUR_APIFY_TOKEN" \
  -H "Content-Type: application/json" \
  -d '{ "packages": ["express@4.18.2", "lodash@4.17.15", "pypi:django@3.0.0"] }'
```

Then fetch the dataset:

```bash
curl "https://api.apify.com/v2/acts/YOUR_ACTOR_ID/runs/last/dataset/items?token=YOUR_APIFY_TOKEN"
```

Works with webhooks, Zapier, Make and n8n — wire it straight into CI or an agent workflow.

***

### Frequently asked questions

**Which ecosystems are supported?**
npm, PyPI, crates.io, Go, Maven, NuGet and RubyGems.

**Where do the vulnerabilities come from?**
Public vulnerability and package databases are merged so each package gets CVEs, license, deprecation, scorecard and EOL in one record. Data is fetched live, so it reflects newly-published advisories.

**What if I don't specify a version?**
The Actor audits the latest version and tells you what it is.

**Does it handle scoped npm packages?**
Yes — `@babel/core@7.0.0` works.

**What is the health score?**
The OpenSSF Scorecard (0–10), a widely-used measure of a project's security practices, plus GitHub stars for popularity.

**Is EOL available for every package?**
End-of-life is reported for well-known runtimes and frameworks (Node, Python, Django, Rails, React, …). For other packages the field is empty.

**Can an AI agent call this automatically?**
Yes — it's keyless and returns structured JSON, ideal as an agent/MCP tool.

***

### Tips

- **Audit whole lockfiles.** Paste every dependency at once — it's far faster than one-by-one and gives you a single risk view.
- **Pin the version you actually ship.** Auditing `name@version` is precise; auditing just `name` checks the latest.
- **Use `riskLevel` to gate.** Sort or filter by it to surface the packages that need action first.
- **Keep the CVE links.** Each vulnerability has a URL for the full advisory.

***

### Notes

This Actor aggregates publicly available security and package metadata for informational and tooling purposes. Vulnerability data can lag real-world disclosure, and absence of a known CVE is not a guarantee of safety. Treat results as one input to your security process, not a substitute for a full security review. Verify critical findings against the official advisory.

***

### Support

Want another ecosystem, deeper vulnerability detail, or an extra field? Open an issue from the Actor's page. Ship secure.

# Actor input Schema

## `packages` (type: `array`):

Packages as "name@version" or "ecosystem:name@version". Version optional (defaults to latest). E.g. \["express@4.18.2", "pypi:django@3.0.0", "lodash"].

## `ecosystem` (type: `string`):

Ecosystem for packages that don't specify one.

## `includeScorecard` (type: `boolean`):

Fetch the OpenSSF Scorecard and GitHub stars for each package's repo.

## `includeDownloads` (type: `boolean`):

Fetch monthly download counts (npm/PyPI only).

## `proxyConfiguration` (type: `object`):

Apify Proxy settings. The data sources are public, so a proxy is OFF by default.

## Actor input object example

```json
{
  "packages": [
    "express@4.18.2",
    "lodash@4.17.15",
    "pypi:django@3.0.0"
  ],
  "ecosystem": "npm",
  "includeScorecard": true,
  "includeDownloads": false,
  "proxyConfiguration": {
    "useApifyProxy": false
  }
}
```

# Actor output Schema

## `package` (type: `string`):

ecosystem:name@version

## `ecosystem` (type: `string`):

Ecosystem

## `name` (type: `string`):

Package name

## `version` (type: `string`):

Audited version

## `latestVersion` (type: `string`):

Latest available version

## `isOutdated` (type: `string`):

Whether a newer version exists

## `isDeprecated` (type: `string`):

Whether the package/version is deprecated

## `license` (type: `string`):

License(s)

## `riskLevel` (type: `string`):

none / low / medium / high / critical

## `vulnerabilityCount` (type: `string`):

Number of known vulnerabilities

## `maxSeverity` (type: `string`):

Highest vulnerability severity

## `scorecardScore` (type: `string`):

OpenSSF Scorecard (0-10)

## `stars` (type: `string`):

GitHub stars

## `repo` (type: `string`):

Source repository

## `eolStatus` (type: `string`):

End-of-life status

## `downloads` (type: `string`):

Monthly downloads

## `markdown` (type: `string`):

Audit report card

## `scrapedAt` (type: `string`):

Timestamp

# API

You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup.

## JavaScript example

```javascript
import { ApifyClient } from 'apify-client';

// Initialize the ApifyClient with your Apify API token
// Replace the '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "packages": [
        "express@4.18.2",
        "lodash@4.17.15",
        "pypi:django@3.0.0"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("haketa/dependency-audit").call(input);

// Fetch and print Actor results from the run's dataset (if any)
console.log('Results from dataset');
console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${run.defaultDatasetId}`);
const { items } = await client.dataset(run.defaultDatasetId).listItems();
items.forEach((item) => {
    console.dir(item);
});

// 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs

```

## Python example

```python
from apify_client import ApifyClient

# Initialize the ApifyClient with your Apify API token
# Replace '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "packages": [
        "express@4.18.2",
        "lodash@4.17.15",
        "pypi:django@3.0.0",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("haketa/dependency-audit").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
for item in client.dataset(run["defaultDatasetId"]).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "packages": [
    "express@4.18.2",
    "lodash@4.17.15",
    "pypi:django@3.0.0"
  ]
}' |
apify call haketa/dependency-audit --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=haketa/dependency-audit",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Dependency Audit — CVE, License & EOL Check for AI",
        "description": "Audit any software dependency for vulnerabilities (CVE), license, deprecation, end-of-life and health scores in one call. Supports npm, PyPI, crates, Go, Maven, NuGet, RubyGems. Supply-chain security grounding for AI coding agents & SCA.",
        "version": "0.1",
        "x-build-id": "fAQP3ELDO089rFL7F"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/haketa~dependency-audit/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-haketa-dependency-audit",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/haketa~dependency-audit/runs": {
            "post": {
                "operationId": "runs-sync-haketa-dependency-audit",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK",
                        "content": {
                            "application/json": {
                                "schema": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/haketa~dependency-audit/run-sync": {
            "post": {
                "operationId": "run-sync-haketa-dependency-audit",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        }
    },
    "components": {
        "schemas": {
            "inputSchema": {
                "type": "object",
                "required": [
                    "packages"
                ],
                "properties": {
                    "packages": {
                        "title": "Packages to audit",
                        "type": "array",
                        "description": "Packages as \"name@version\" or \"ecosystem:name@version\". Version optional (defaults to latest). E.g. [\"express@4.18.2\", \"pypi:django@3.0.0\", \"lodash\"].",
                        "items": {
                            "type": "string"
                        }
                    },
                    "ecosystem": {
                        "title": "Default ecosystem",
                        "enum": [
                            "npm",
                            "pypi",
                            "cargo",
                            "go",
                            "maven",
                            "nuget",
                            "rubygems"
                        ],
                        "type": "string",
                        "description": "Ecosystem for packages that don't specify one.",
                        "default": "npm"
                    },
                    "includeScorecard": {
                        "title": "Include health score",
                        "type": "boolean",
                        "description": "Fetch the OpenSSF Scorecard and GitHub stars for each package's repo.",
                        "default": true
                    },
                    "includeDownloads": {
                        "title": "Include downloads",
                        "type": "boolean",
                        "description": "Fetch monthly download counts (npm/PyPI only).",
                        "default": false
                    },
                    "proxyConfiguration": {
                        "title": "Proxy configuration",
                        "type": "object",
                        "description": "Apify Proxy settings. The data sources are public, so a proxy is OFF by default.",
                        "default": {
                            "useApifyProxy": false
                        }
                    }
                }
            },
            "runsResponseSchema": {
                "type": "object",
                "properties": {
                    "data": {
                        "type": "object",
                        "properties": {
                            "id": {
                                "type": "string"
                            },
                            "actId": {
                                "type": "string"
                            },
                            "userId": {
                                "type": "string"
                            },
                            "startedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "finishedAt": {
                                "type": "string",
                                "format": "date-time",
                                "example": "2025-01-08T00:00:00.000Z"
                            },
                            "status": {
                                "type": "string",
                                "example": "READY"
                            },
                            "meta": {
                                "type": "object",
                                "properties": {
                                    "origin": {
                                        "type": "string",
                                        "example": "API"
                                    },
                                    "userAgent": {
                                        "type": "string"
                                    }
                                }
                            },
                            "stats": {
                                "type": "object",
                                "properties": {
                                    "inputBodyLen": {
                                        "type": "integer",
                                        "example": 2000
                                    },
                                    "rebootCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "restartCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "resurrectCount": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "computeUnits": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "options": {
                                "type": "object",
                                "properties": {
                                    "build": {
                                        "type": "string",
                                        "example": "latest"
                                    },
                                    "timeoutSecs": {
                                        "type": "integer",
                                        "example": 300
                                    },
                                    "memoryMbytes": {
                                        "type": "integer",
                                        "example": 1024
                                    },
                                    "diskMbytes": {
                                        "type": "integer",
                                        "example": 2048
                                    }
                                }
                            },
                            "buildId": {
                                "type": "string"
                            },
                            "defaultKeyValueStoreId": {
                                "type": "string"
                            },
                            "defaultDatasetId": {
                                "type": "string"
                            },
                            "defaultRequestQueueId": {
                                "type": "string"
                            },
                            "buildNumber": {
                                "type": "string",
                                "example": "1.0.0"
                            },
                            "containerUrl": {
                                "type": "string"
                            },
                            "usage": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "integer",
                                        "example": 1
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            },
                            "usageTotalUsd": {
                                "type": "number",
                                "example": 0.00005
                            },
                            "usageUsd": {
                                "type": "object",
                                "properties": {
                                    "ACTOR_COMPUTE_UNITS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATASET_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "KEY_VALUE_STORE_WRITES": {
                                        "type": "number",
                                        "example": 0.00005
                                    },
                                    "KEY_VALUE_STORE_LISTS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_READS": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "REQUEST_QUEUE_WRITES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_INTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "DATA_TRANSFER_EXTERNAL_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_RESIDENTIAL_TRANSFER_GBYTES": {
                                        "type": "integer",
                                        "example": 0
                                    },
                                    "PROXY_SERPS": {
                                        "type": "integer",
                                        "example": 0
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```