# Crypto DEX Scraper — DexScreener & GMGN Token Data (`oneary/crypto-dex-scraper`) Actor Scrape trending crypto tokens from DexScreener and GMGN. Track real-time prices, liquidity, volume, and market metrics across multiple DEXes. Ideal for DeFi analysts and traders. - **URL**: https://apify.com/oneary/crypto-dex-scraper.md - **Developed by:** [Luan M.](https://apify.com/oneary) (community) - **Categories:** Other - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks - **User rating**: No ratings yet ## Pricing from $1.00 / 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. 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 ## Crypto DEX Scraper — Trending Tokens & Liquidity Data Scrape real-time trending crypto tokens from **DexScreener** and **GMGN** — the two largest DEX aggregation platforms. Get token prices, liquidity pools, trading volume, and chain metadata for DeFi analysis. ### Features - **Multi-Source**: Scrape from DexScreener, GMGN, or both simultaneously - **Chain Filtering**: Filter by Solana, Ethereum, BSC, or any supported chain - **Liquidity Thresholds**: Only collect tokens that meet your minimum liquidity criteria - **Volume Filtering**: Skip low-volume tokens with configurable 24h volume minimums - **Price Tracking**: Capture current prices with USD values - **Structured Output**: Clean JSON dataset ready for analysis, trading bots, or dashboards ### Use Cases - **Trading Analysis**: Identify trending tokens across multiple DEXes in real time - **Market Research**: Track liquidity movements and volume patterns - **Portfolio Tracking**: Monitor tokens that meet specific liquidity and volume criteria - **DeFi Analytics**: Build datasets for machine learning models on crypto market behavior ### Output Each token includes: - `name` — Token/pair name - `symbol` — Token symbol - `price` — Current price in USD - `liquidityUsd` — Pool liquidity in USD - `volumeUsd24h` — 24-hour trading volume - `chain` — Blockchain (GMGN only) - `url` — Direct link to the token page - `source` — Source platform (dexscreener/gmgn) - `scrapedAt` — ISO timestamp of scrape ### Input Parameters | Parameter | Type | Default | Description | |-----------|------|---------|-------------| | source | select | both | dexScreener, gmgn, or both | | chain | string | all | Blockchain filter (solana, ethereum, bsc, all) | | maxTokens | integer | 50 | Max tokens to scrape | | minLiquidityUsd | number | 1000 | Minimum pool liquidity in USD | | minVolumeUsd24h | number | 0 | Minimum 24h volume in USD | | proxyConfiguration | proxy | — | Apify proxy settings | ### Legal & Compliance This actor scrapes publicly available data from DEX aggregation platforms. Always respect rate limits and terms of service of the source websites. # Actor input Schema ## `source` (type: `string`): Which DEX data source to scrape: 'dexscreener' for DexScreener trending, 'gmgn' for GMGN trending, or 'both'. ## `chain` (type: `string`): Blockchain to filter tokens by (e.g. 'solana', 'ethereum', 'bsc', or 'all'). ## `maxTokens` (type: `integer`): Maximum number of tokens to scrape per run. ## `minLiquidityUsd` (type: `number`): Only include tokens with liquidity above this threshold in USD. ## `minVolumeUsd24h` (type: `number`): Only include tokens with 24h volume above this threshold. ## `proxyConfiguration` (type: `object`): Apify proxy configuration for geotargeting and avoiding blocks. ## Actor input object example ```json { "source": "both", "chain": "all", "maxTokens": 50, "minLiquidityUsd": 1000, "minVolumeUsd24h": 0, "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "BUYPROXIES94952" ] } } ```` # 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 = { "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "BUYPROXIES94952" ] } }; // Run the Actor and wait for it to finish const run = await client.actor("oneary/crypto-dex-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 = { "proxyConfiguration": { "useApifyProxy": True, "apifyProxyGroups": ["BUYPROXIES94952"], } } # Run the Actor and wait for it to finish run = client.actor("oneary/crypto-dex-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 '{ "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": [ "BUYPROXIES94952" ] } }' | apify call oneary/crypto-dex-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=oneary/crypto-dex-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "Crypto DEX Scraper — DexScreener & GMGN Token Data", "description": "Scrape trending crypto tokens from DexScreener and GMGN. Track real-time prices, liquidity, volume, and market metrics across multiple DEXes. Ideal for DeFi analysts and traders.", "version": "0.1", "x-build-id": "mAfa9RSI2XaO7jexa" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/oneary~crypto-dex-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-oneary-crypto-dex-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": { "$ref": "#/components/schemas/inputSchema" } } } }, "parameters": [ { "name": "token", "in": "query", "required": true, "schema": { "type": "string" }, "description": "Enter your Apify token here" } ], "responses": { "200": { "description": "OK" } } } }, "/acts/oneary~crypto-dex-scraper/runs": { "post": { "operationId": "runs-sync-oneary-crypto-dex-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor and returns information about the initiated run in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "$ref": "#/components/schemas/runsResponseSchema" } } } } } } }, "/acts/oneary~crypto-dex-scraper/run-sync": { "post": { "operationId": "run-sync-oneary-crypto-dex-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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": { "source": { "title": "Data Source", "enum": [ "dexscreener", "gmgn", "both" ], "type": "string", "description": "Which DEX data source to scrape: 'dexscreener' for DexScreener trending, 'gmgn' for GMGN trending, or 'both'.", "default": "both" }, "chain": { "title": "Blockchain", "type": "string", "description": "Blockchain to filter tokens by (e.g. 'solana', 'ethereum', 'bsc', or 'all').", "default": "all" }, "maxTokens": { "title": "Max Tokens", "minimum": 1, "maximum": 500, "type": "integer", "description": "Maximum number of tokens to scrape per run.", "default": 50 }, "minLiquidityUsd": { "title": "Minimum Liquidity (USD)", "minimum": 0, "type": "number", "description": "Only include tokens with liquidity above this threshold in USD.", "default": 1000 }, "minVolumeUsd24h": { "title": "Minimum 24h Volume (USD)", "minimum": 0, "type": "number", "description": "Only include tokens with 24h volume above this threshold.", "default": 0 }, "proxyConfiguration": { "title": "Proxy Configuration", "type": "object", "description": "Apify proxy configuration for geotargeting and avoiding blocks." } } }, "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 } } } } } } } } } } ```