# Stablecoin Yield Risk Screener — APY, TVL & Risk (`s5ifty4/stablecoin-yield-risk-screener`) Actor Ranks stablecoin yield opportunities by APY, TVL, reward dependency, IL exposure, stablecoin supply trends, peg mechanism, and risk. - **URL**: https://apify.com/s5ifty4/stablecoin-yield-risk-screener.md - **Developed by:** [S5ifty4](https://apify.com/s5ifty4) (community) - **Categories:** Automation, Business, Developer tools - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing Pay per usage This Actor is paid per platform usage. The Actor is free to use, and you only pay for the Apify platform usage, which gets cheaper the higher subscription plan you have. Learn more: https://docs.apify.com/platform/actors/running/actors-in-store#pay-per-usage ## 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 ## Stablecoin Yield Risk Screener Apify Actor that ranks stablecoin yield pools by APY, TVL, reward dependency, peg/supply risk, and IL exposure. ### Why this Actor exists Most DeFi yield tools return raw pool rows. This Actor is built to be decision-ready: - Filters for stablecoin pools from DeFiLlama. - Scores pools by TVL, APY range, reward-token dependency, IL risk, protocol quality, and stablecoin risk bucket. - Enriches rows with DeFiLlama stablecoin supply and peg-mechanism metadata when available. - Labels each pool as `consider`, `watch`, or `avoid`. - Includes warnings such as thin TVL, high reward dependency, IL risk, APY outliers, supply contraction, and very high APY. - Charges only for returned opportunity rows when pay-per-event monetization is enabled; the summary row is uncharged. This is a screening tool, not financial advice. ### Default strategy Defaults are tuned for a practical stablecoin-income research workflow: - Risk mode: balanced - Minimum APY: 4% - Minimum TVL: $1M - Maximum reward dependency: 70% - IL-risk pools excluded by default - Maximum results: 50 ### Input | Field | Default | Description | |---|---:|---| | `riskMode` | `balanced` | `conservative`, `balanced`, or `all`. | | `minApyPct` | `4` | Minimum total APY. | | `minTvlUsd` | `1000000` | Minimum pool TVL. | | `maxRewardDependencyPct` | `70` | Maximum share of APY from reward tokens. | | `chains` | `[]` | Optional chain allowlist. | | `projects` | `[]` | Optional DeFiLlama project allowlist. | | `excludeProjects` | `[]` | Optional project blocklist. | | `includeIlRisk` | `false` | Include pools marked as IL-risk by DeFiLlama. | | `maxResults` | `50` | Maximum output rows. | ### Output The first dataset row is a summary object. Remaining rows are ranked opportunities with fields including: - `decision`: `consider`, `watch`, or `avoid` - `opportunityScore`: 0-100 - `chain` - `project` - `symbol` - `tvlUsd` - `apyPct` - `apyBasePct` - `apyRewardPct` - `rewardDependencyPct` - `ilRisk` - `exposure` - `riskBucket` - `protocolBucket` - `tvlTier` - `stablecoinName` - `pegMechanism` - `circulatingUsd` - `supplyChange7dPct` - `positiveSignals` - `warnings` - `reason` - `sourceUrl` ### Data sources Uses DeFiLlama public APIs: ```text https://yields.llama.fi/pools https://stablecoins.llama.fi/stablecoins?includePrices=true ```` ### Local development ```bash npm install npm run test:local ``` Output is written to `storage/datasets/default/` when running locally. ### Disclaimer This Actor is not financial advice. Stablecoin yield pools can include smart-contract risk, issuer/redemption risk, peg risk, liquidity risk, reward-token risk, IL risk, oracle risk, governance risk, and chain/bridge risk. Always verify pool details directly before allocating capital. # Actor input Schema ## `riskMode` (type: `string`): Conservative applies stricter TVL, APY, IL, and peg filters. Balanced is the default. All returns more speculative pools but labels them clearly. ## `minApyPct` (type: `number`): Minimum total APY to include. ## `minTvlUsd` (type: `integer`): Minimum pool TVL in USD. ## `maxRewardDependencyPct` (type: `number`): Maximum share of APY coming from reward tokens. Conservative users usually want lower reward dependency. ## `chains` (type: `array`): Optional chain names to include, e.g. Ethereum, Arbitrum, Base. Empty means all chains. ## `projects` (type: `array`): Optional DeFiLlama project slugs to include, e.g. aave-v3, morpho-blue. Empty means all projects. ## `excludeProjects` (type: `array`): Optional DeFiLlama project slugs to exclude. ## `includeIlRisk` (type: `boolean`): If false, excludes pools where DeFiLlama marks IL risk as yes. ## `maxResults` (type: `integer`): Maximum rows to output after filtering and scoring. ## Actor input object example ```json { "riskMode": "balanced", "minApyPct": 4, "minTvlUsd": 1000000, "maxRewardDependencyPct": 70, "chains": [], "projects": [], "excludeProjects": [], "includeIlRisk": false, "maxResults": 50 } ``` # 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 '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = {}; // Run the Actor and wait for it to finish const run = await client.actor("s5ifty4/stablecoin-yield-risk-screener").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 '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("s5ifty4/stablecoin-yield-risk-screener").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 '{}' | apify call s5ifty4/stablecoin-yield-risk-screener --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=s5ifty4/stablecoin-yield-risk-screener", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Stablecoin Yield Risk Screener — APY, TVL & Risk", "description": "Ranks stablecoin yield opportunities by APY, TVL, reward dependency, IL exposure, stablecoin supply trends, peg mechanism, and risk.", "version": "0.1", "x-build-id": "3jcP3bsph6Uoc4qpb" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/s5ifty4~stablecoin-yield-risk-screener/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-s5ifty4-stablecoin-yield-risk-screener", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/s5ifty4~stablecoin-yield-risk-screener/runs": { "post": { "operationId": "runs-sync-s5ifty4-stablecoin-yield-risk-screener", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/s5ifty4~stablecoin-yield-risk-screener/run-sync": { "post": { "operationId": "run-sync-s5ifty4-stablecoin-yield-risk-screener", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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", "properties": { "riskMode": { "title": "Risk mode", "enum": [ "conservative", "balanced", "all" ], "type": "string", "description": "Conservative applies stricter TVL, APY, IL, and peg filters. Balanced is the default. All returns more speculative pools but labels them clearly.", "default": "balanced" }, "minApyPct": { "title": "Minimum APY %", "type": "number", "description": "Minimum total APY to include.", "default": 4 }, "minTvlUsd": { "title": "Minimum TVL USD", "type": "integer", "description": "Minimum pool TVL in USD.", "default": 1000000 }, "maxRewardDependencyPct": { "title": "Maximum reward dependency %", "type": "number", "description": "Maximum share of APY coming from reward tokens. Conservative users usually want lower reward dependency.", "default": 70 }, "chains": { "title": "Chains allowlist", "type": "array", "description": "Optional chain names to include, e.g. Ethereum, Arbitrum, Base. Empty means all chains.", "default": [], "items": { "type": "string" } }, "projects": { "title": "Projects allowlist", "type": "array", "description": "Optional DeFiLlama project slugs to include, e.g. aave-v3, morpho-blue. Empty means all projects.", "default": [], "items": { "type": "string" } }, "excludeProjects": { "title": "Projects blocklist", "type": "array", "description": "Optional DeFiLlama project slugs to exclude.", "default": [], "items": { "type": "string" } }, "includeIlRisk": { "title": "Include IL-risk pools", "type": "boolean", "description": "If false, excludes pools where DeFiLlama marks IL risk as yes.", "default": false }, "maxResults": { "title": "Maximum results", "type": "integer", "description": "Maximum rows to output after filtering and scoring.", "default": 50 } } }, "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 } } } } } } } } } } ```