# TikTok Hashtag Scraper - Videos by Tag, No Login (`dami_studio/tiktok-hashtag-scraper`) Actor No-login TikTok hashtag scraper. Add any hashtag and pull videos with views, likes, comments, shares, author, music and cover URLs. No API key, no proxy needed, beats IP blocking. Failed runs cost nothing. Export JSON/CSV/Excel or send to Notion. - **URL**: https://apify.com/dami\_studio/tiktok-hashtag-scraper.md - **Developed by:** [Dami's Studio](https://apify.com/dami_studio) (community) - **Categories:** Social media - **Stats:** 3 total users, 2 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing $0.25 / 1,000 result returneds This Actor is paid per event. You are not charged for the Apify platform usage, but only a fixed price for specific events. 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 ## โšก TikTok Hashtag Scraper โ€” Videos by Hashtag (No Login, No API Key) **Pull every video under any TikTok hashtag โ€” no login, no API key, no proxy.** Feed it hashtags (with or without `#`) or `/tag/` URLs and get back each video with **views, likes, comments, shares, saves**, video & cover URLs, music/sound, author and timestamps. Export to **JSON, CSV or Excel**, call it from the **API**, or have results delivered straight to **Notion**. **Just $0.25 per 1,000 results.** > No account. No signing keys. No msToken to paste. Paste a hashtag and run. ### Why this scraper wins - ๐Ÿ”“ **Keyless, sign-free, proxy-free** โ€” no login, no API key, no signing keys, and **no proxy needed**. It just works. - ๐Ÿ›ก๏ธ **Beats TikTok's IP blocking** โ€” sources data through infrastructure TikTok trusts, so you always get the *real* numbers instead of a flagged-IP decoy. - ๐Ÿ’ธ **Cheaper, pay-per-result** โ€” $0.25 / 1,000 results, billed only for videos actually returned. Empty/failed runs cost nothing. - ๐Ÿงน **Clean, flat records** โ€” one tidy object per video, ready for sheets, dashboards or LLM pipelines. - ๐Ÿ“ฌ **Built-in Notion delivery** โ€” push every run into Notion via Apify connectors, zero extra code. - ๐Ÿšฆ **Honest errors** โ€” a clear `errorCode` row (`BLOCKED`, `RATE_LIMITED`, `NO_RESULTS`) when something goes wrong, instead of silent emptiness. ### What you can scrape | Mode | Input | Returns | |---|---|---| | **Hashtag** | `hashtags` (e.g. `cats`, `#spacex`) | Videos under each hashtag | | **Tag URL** | a `/tag/` URL in `startUrls` | Videos under that hashtag | Want profiles, search and single videos too? Use the all-in-one **TikTok Scraper**. ### Input | Field | Type | Description | |---|---|---| | `hashtags` | array | Hashtags (with or without `#`) to pull videos from. | | `startUrls` | array | Or paste TikTok `/tag/` URLs, e.g. `https://www.tiktok.com/tag/cats`. | | `resultsPerPage` | integer | Max videos per hashtag (1โ€“2000, default 50). Charged per result. | | `proxyConfiguration` | object | Optional โ€” this scraper needs no proxy. | | `notionConnector` | string | Optional Notion connector ID for delivery via Apify MCP connectors. | | `notionParentId` | string | Optional Notion database/data-source id. | ### Output (one record per video) ```json { "ok": true, "type": "video", "id": "7300000000000000000", "webVideoUrl": "https://www.tiktok.com/@catlover/video/7300000000000000000", "text": "best nap ever ๐Ÿ˜ด #cats #catsoftiktok", "createTime": "2024-06-12T14:00:00.000Z", "hashtags": ["cats", "catsoftiktok"], "region": "US", "playCount": 2400000, "diggCount": 318000, "commentCount": 4200, "shareCount": 9100, "collectCount": 15000, "downloadCount": 800, "isAd": false, "video": { "duration": 23, "cover": "https://...jpg", "dynamicCover": "https://...webp", "playAddr": "https://...mp4", "downloadAddr": "https://...mp4" }, "music": { "id": "...", "title": "original sound", "authorName": "catlover", "original": true, "duration": 23 }, "author": { "id": "...", "uniqueId": "catlover", "nickname": "Cat Lover", "avatar": "https://...jpg" } } ```` ### Pricing **$0.25 per 1,000 results** (pay-per-result). You are only charged for videos actually returned โ€” empty or failed runs cost nothing. ### FAQ **Do I need a TikTok account?** No. Public hashtag pages work fully keyless. **Do I need a proxy?** No. This scraper needs no proxy at all โ€” that's a key advantage. It works from any IP. **How many videos can I get per hashtag?** Up to 2,000 per hashtag via `resultsPerPage`; the default is 50. **How does it beat TikTok's blocking?** TikTok serves flagged IPs a fake decoy page with bogus numbers. This scraper sources data through infrastructure TikTok trusts, so you always get the real counts. **It returned an `errorCode` row โ€” why?** That's the actor telling you exactly what happened (`BLOCKED`, `RATE_LIMITED`, `NO_RESULTS`) instead of failing silently. # Actor input Schema ## `hashtags` (type: `array`): Hashtags (with or without #) to pull videos from. ## `startUrls` (type: `array`): Or paste TikTok /tag/ URLs (https://www.tiktok.com/tag/cats). ## `resultsPerPage` (type: `integer`): Max videos per hashtag. Charged per result. ## `proxyConfiguration` (type: `object`): Not required โ€” this scraper needs no proxy. ## `notionConnector` (type: `string`): Optional. Deliver results to your connected Notion via Apify MCP connectors. ## `notionParentId` (type: `string`): Optional Notion database/data-source id. ## Actor input object example ```json { "hashtags": [ "cats", "spacex" ], "startUrls": [ "https://www.tiktok.com/tag/cats" ], "resultsPerPage": 50, "proxyConfiguration": { "useApifyProxy": false } } ``` # Actor output Schema ## `results` (type: `string`): Results in the default dataset. # 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 = { "hashtags": [ "cats" ] }; // Run the Actor and wait for it to finish const run = await client.actor("dami_studio/tiktok-hashtag-scraper").call(input); // Fetch and print Actor results from the run's dataset (if any) console.log('Results from dataset'); console.log(`๐Ÿ’พ 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); }); // ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ 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 = { "hashtags": ["cats"] } # Run the Actor and wait for it to finish run = client.actor("dami_studio/tiktok-hashtag-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("๐Ÿ’พ Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # ๐Ÿ“š Want to learn more ๐Ÿ“–? Go to โ†’ https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{ "hashtags": [ "cats" ] }' | apify call dami_studio/tiktok-hashtag-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=dami_studio/tiktok-hashtag-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "TikTok Hashtag Scraper - Videos by Tag, No Login", "description": "No-login TikTok hashtag scraper. Add any hashtag and pull videos with views, likes, comments, shares, author, music and cover URLs. No API key, no proxy needed, beats IP blocking. Failed runs cost nothing. Export JSON/CSV/Excel or send to Notion.", "version": "0.1", "x-build-id": "logpF2mmn2Ff25i6Q" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/dami_studio~tiktok-hashtag-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-dami_studio-tiktok-hashtag-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/dami_studio~tiktok-hashtag-scraper/runs": { "post": { "operationId": "runs-sync-dami_studio-tiktok-hashtag-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/dami_studio~tiktok-hashtag-scraper/run-sync": { "post": { "operationId": "run-sync-dami_studio-tiktok-hashtag-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "hashtags": { "title": "Hashtags", "type": "array", "description": "Hashtags (with or without #) to pull videos from.", "items": { "type": "string" } }, "startUrls": { "title": "Hashtag URLs", "type": "array", "description": "Or paste TikTok /tag/ URLs (https://www.tiktok.com/tag/cats).", "items": { "type": "string" } }, "resultsPerPage": { "title": "Max videos per hashtag", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Max videos per hashtag. Charged per result.", "default": 50 }, "proxyConfiguration": { "title": "Proxy (optional)", "type": "object", "description": "Not required โ€” this scraper needs no proxy.", "default": { "useApifyProxy": false } }, "notionConnector": { "title": "Notion connector ID (optional)", "type": "string", "description": "Optional. Deliver results to your connected Notion via Apify MCP connectors." }, "notionParentId": { "title": "Notion data-source ID (optional)", "type": "string", "description": "Optional Notion database/data-source id." } } }, "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 } } } } } } } } } } ```