# Sleeper NFL Fantasy Trending Players Scraper (`parseforge/sleeper-nfl-fantasy-scraper`) Actor Surface NFL fantasy players currently being added or dropped on Sleeper. Pick the trending direction and a lookback window in hours to spot waiver wire movers. Useful for fantasy football managers, content creators, and tools that flag breakout pickups before the rest catch on. - **URL**: https://apify.com/parseforge/sleeper-nfl-fantasy-scraper.md - **Developed by:** [ParseForge](https://apify.com/parseforge) (community) - **Categories:** Sports, Automation, Integrations - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks - **User rating**: No ratings yet ## Pricing from $7.50 / 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 ![ParseForge Banner](https://github.com/ParseForge/apify-assets/blob/ad35ccc13ddd068b9d6cba33f323962e39aed5b2/banner.jpg?raw=true) ## 🏈 Sleeper NFL Fantasy Public API Scraper > 🚀 **Export Sleeper trending NFL adds and drops with positions, injury status, and depth chart, straight from the public Sleeper API.** > 🕒 **Last updated:** 2026-06-05 · **📊 14 fields** per record · Every active NFL player · Trending adds and drops · Positions, injuries, depth charts The Sleeper NFL Fantasy Public API Scraper turns the [api.sleeper.app](https://api.sleeper.app/v1/) public endpoint into a clean dataset. It calls the public API with whichever filters you supply, then flattens each record into one row. Coverage spans every active nfl player · trending adds and drops · positions, injuries, depth charts. Each row carries the most useful identifiers, names, scores, and timestamps the upstream feed exposes. | 🎯 Target Audience | 💡 Primary Use Cases | |---|---| | 🏈 Fantasy NFL managers | Pull the trending wire daily | | 📊 DFS players | Track injury and depth chart shifts | | 📰 Fantasy writers | Surface waiver-wire stories fast | | 🎰 Props researchers | Mine snap shares and depth | | 🤖 ML engineers | Train waiver-wire models | | 👩‍💻 Developers | Mirror Sleeper trending into apps | ### 📋 What the Sleeper NFL Fantasy Public API Scraper does - Calls /players/nfl/trending/add or /players/nfl/trending/drop with hours and limit filters. - Joins trending counts with the full Sleeper /players/nfl player database. - Exposes fantasy positions, team, injury status, depth chart order, age, height, weight, and college. - Casts numeric counts cleanly. - Surfaces upstream errors as a clean error record. > 💡 **Why it matters.** Sleeper is the largest free NFL fantasy platform. Its trending endpoints expose what every fantasy GM is doing in real time. ### 🎬 Full Demo _🚧 Coming soon._ ### ⚙️ Input
FieldTypeRequiredDescription
directionstringNoSee examples below.
maxItemsintegerNoFree users 10, paid up to 1,000,000. Prefill is 10.
**Example 1, Top trending adds.** ```json { "direction": "add", "hours": 24, "maxItems": 25 } ```` **Example 2, Trending drops.** ```json { "direction": "drop", "hours": 24, "maxItems": 25 } ``` > ⚠️ **Good to Know.** The Sleeper API is public and unauthenticated. The /players/nfl payload is large, so the first run may take a few seconds. ### 📊 Output | Field | Type | Description | |---|---|---| | 🆔 `playerId` | string | Sleeper player id. | | 🏷️ `fullName` | string | Player full name. | | 🎯 `position` | string | Primary position. | | 🏈 `team` | string | NFL team code. | | 🩺 `injuryStatus` | string | Injury status when present. | | 🎂 `age` | number | Player age. | | 📏 `height` | string | Player height. | | ⚖️ `weight` | string | Player weight. | | 🎓 `college` | string | College when present. | | 📈 `trendingCount` | number | Adds or drops count over the window. | | 🔁 `direction` | string | add or drop. | | 🏷️ `fantasyPositions` | array | Fantasy-eligible positions. | | 🕒 `scrapedAt` | string | When fetched. | | ❌ `error` | string | Set when upstream returned an error. | **Sample record.** ```json { "playerId": "", "fullName": "", "position": "", "team": "", "injuryStatus": "", "age": 0, "height": "", "weight": "", "college": "", "trendingCount": 0, "direction": "", "fantasyPositions": [], "scrapedAt": "2026-06-05T12:00:00.000Z", "error": null } ``` ### ✨ Why choose this Actor | 🆓 | Public Sleeper endpoint, no scraping tricks needed. | | 🧹 | Flattens nested upstream payloads into one row per record. | | 🔢 | Casts numeric fields cleanly for spreadsheet imports. | | 🛟 | Surfaces upstream errors as clean rows. | | 🔌 | Filters exposed for the most common slicing needs. | | 💾 | Push to dataset for spreadsheet, warehouse, or webhook export. | ### 📈 How it compares to alternatives | Approach | Setup | Pagination | Flattening | Export formats | |---|---|---|---|---| | Raw `curl` | 5 min | manual | none | manual | | DIY Python script | 30 min | yes | partial | code | | **This Actor** | 5 seconds | yes | yes | 7 formats | ### 🚀 How to use 1. Click **Try for free**. 2. Pick your filters from the schema above. 3. Click **Start**. Your dataset is ready in seconds. ### 💼 Business use cases **📊 Analytics.** Mirror Sleeper into a warehouse for dashboards. **🏢 Internal tooling.** Mirror the data into private apps without writing client code. **📰 Journalism.** Verify and bulk-fetch records for stories. **🤖 Machine learning.** Build training sets from a known canonical source. ### 🔌 Automating Sleeper NFL Fantasy Public API Scraper - **Make / Zapier**: schedule a daily run. - **Cron schedule**: native Apify scheduler. - **Webhooks**: POST on completion. - **Warehouse pipe**: native integrations move datasets straight into BigQuery, Snowflake, or Postgres. ### 🌟 Beyond business use cases **🎓 Education.** Teach API integration with a clean dataset. **🧪 Personal research.** Track the data you care about. **🤝 Non-profit and open data.** Power public dashboards. **🧰 Tinkering and prototyping.** Spin up a feed for side projects in seconds. ### 🤖 Ask an AI assistant about this scraper Drop this README into ChatGPT, Claude, or any AI assistant and ask it to design a pipeline. The input fields, schema, and examples above contain everything an LLM needs. ### ❓ Frequently Asked Questions **❓ Do I need an API key?** No. The endpoint is public. **❓ Pagination?** Yes, handled automatically where the upstream supports it. **❓ Rate limits?** The upstream sets the rate limit. The actor surfaces upstream errors cleanly. **❓ Schema stability?** Core fields are stable. Optional fields are passed through when present. **❓ Real-time?** Yes, every run hits the live endpoint. **❓ Spreadsheet export?** Yes, via the Apify dataset UI. **❓ Scheduling?** Yes, via the Apify scheduler. **❓ Public data only?** Yes. **❓ Free trial?** Yes, $5 free credit on signup covers many runs. **❓ Webhook integration?** Yes, native Apify webhooks fire on run completion. ### 🔌 Integrate with any app Apify ships native integrations with Make, Zapier, Slack, Discord, Google Drive, Google Sheets, Gmail, Airbyte, Keboola, Telegram, GitHub, and any REST API or webhook endpoint. Trigger runs from a calendar event, a form submission, a cron job, or pipe results straight into BigQuery, Snowflake, or a Postgres warehouse. ### 🔗 Recommended Actors | Actor | What it does | |---|---| | [ParseForge Alpha Vantage Public Scraper](https://apify.com/parseforge/alpha-vantage-public-scraper) | Public stock, FX, and crypto market data. | | [ParseForge OurAirports Scraper](https://apify.com/parseforge/ourairports-scraper) | Global airport database. | | [ParseForge Civitai Models Scraper](https://apify.com/parseforge/civitai-models-scraper) | Public Civitai model catalogue. | | [ParseForge Hugging Face Spaces Scraper](https://apify.com/parseforge/huggingface-spaces-scraper) | Public Hugging Face Spaces metadata. | > 💡 **Pro Tip.** browse the complete [ParseForge collection](https://apify.com/parseforge) for 900+ production-grade scrapers across business intelligence, real estate, e-commerce, sports, finance, and public records. *** **Disclaimer.** This actor scrapes only publicly available data. ParseForge is not affiliated with, endorsed by, or sponsored by any of the third-party services referenced. Users are responsible for complying with the target site's terms of service and applicable law. [Create a free account w/ $5 credit](https://console.apify.com/sign-up?fpr=vmoqkp). # Actor input Schema ## `direction` (type: `string`): Trending direction, adds or drops. ## `hours` (type: `integer`): Lookback window in hours. ## `maxItems` (type: `integer`): Free users are limited to 10 items (preview). Paid users can collect up to 1,000,000 items. ## Actor input object example ```json { "direction": "add", "hours": 24, "maxItems": 10 } ``` # Actor output Schema ## `results` (type: `string`): No description # API You can run this Actor programmatically using our API. Below are code examples in JavaScript, Python, and CLI, as well as the OpenAPI specification and MCP server setup. ## JavaScript example ```javascript import { ApifyClient } from 'apify-client'; // Initialize the ApifyClient with your Apify API token // Replace the '' with your token const client = new ApifyClient({ token: '', }); // Prepare Actor input const input = { "maxItems": 10 }; // Run the Actor and wait for it to finish const run = await client.actor("parseforge/sleeper-nfl-fantasy-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`💾 Check your data here: https://console.apify.com/storage/datasets/${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 = { "maxItems": 10 } # Run the Actor and wait for it to finish run = client.actor("parseforge/sleeper-nfl-fantasy-scraper").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 '{ "maxItems": 10 }' | apify call parseforge/sleeper-nfl-fantasy-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=parseforge/sleeper-nfl-fantasy-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Sleeper NFL Fantasy Trending Players Scraper", "description": "Surface NFL fantasy players currently being added or dropped on Sleeper. Pick the trending direction and a lookback window in hours to spot waiver wire movers. Useful for fantasy football managers, content creators, and tools that flag breakout pickups before the rest catch on.", "version": "0.1", "x-build-id": "Ln5DrAggYxPYEf3vV" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/parseforge~sleeper-nfl-fantasy-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-parseforge-sleeper-nfl-fantasy-scraper", "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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/parseforge~sleeper-nfl-fantasy-scraper/runs": { "post": { "operationId": "runs-sync-parseforge-sleeper-nfl-fantasy-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/parseforge~sleeper-nfl-fantasy-scraper/run-sync": { "post": { "operationId": "run-sync-parseforge-sleeper-nfl-fantasy-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "direction": { "title": "Direction", "enum": [ "add", "drop" ], "type": "string", "description": "Trending direction, adds or drops.", "default": "add" }, "hours": { "title": "Lookback hours", "type": "integer", "description": "Lookback window in hours.", "default": 24 }, "maxItems": { "title": "Max Items", "minimum": 1, "maximum": 1000000, "type": "integer", "description": "Free users are limited to 10 items (preview). Paid users can collect up to 1,000,000 items." } } }, "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 } } } } } } } } } } ```