# QMS Scraper (`comfy_glove/qms-scraper`) Actor Scrapes eQMS and pharma-adjacent software companies from GetApp across multiple categories. Filters by review count to target boutique vendors. - **URL**: https://apify.com/comfy\_glove/qms-scraper.md - **Developed by:** [Zsombor Szekeres](https://apify.com/comfy_glove) (community) - **Categories:** Lead generation, Automation, AI - **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN 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 ## GetApp Pharma QMS Supply Side Scraper Scrapes eQMS and pharma-adjacent software companies from GetApp across up to 5 categories. Built for FDA warning letter lead generation workflows — supply side vendors for CGMP, GLP, and FSMA compliance needs. ### Output Fields | Field | Description | |-------|-------------| | `product_name` | Software product name | | `description` | Short product description | | `rating` | Average star rating (e.g. 4.2) | | `review_count` | Number of GetApp reviews — lower = more boutique | | `getapp_url` | Link to the GetApp product profile | | `category` | Which category it was scraped from | | `source` | Always "GetApp" | ### Input Options | Field | Default | Description | |-------|---------|-------------| | `maxReviews` | 200 | Boutique filter — exclude companies with more reviews than this. Set to 0 to disable. | | `maxLeads` | 500 | Maximum total leads across all categories | | `includeQMS` | true | Quality Management (441 products) — core pharma/CGMP eQMS | | `includeDocControl` | true | Document Control (212 products) — CGMP docs, SOPs | | `includeLIMS` | true | LIMS (109 products) — lab quality, GLP violations | | `includeEHS` | false | EHS (342 products) — safety/environmental violations | | `includeFoodTraceability` | false | Food Traceability (95 products) — FSMA violations | ### Categories and FDA Relevance - **Quality Management (QMS)** — CGMP, adulterated pharmaceuticals, drug manufacturing - **Document Control** — 21 CFR Part 11, SOPs, batch records - **LIMS** — GLP nonclinical laboratory studies violations - **EHS** — Environmental and safety violations - **Food Traceability** — FSMA, food adulteration warning letters ### Data Source GetApp (getapp.com) — Gartner-owned software review directory. No proxy required. # Actor input Schema ## `maxReviews` (type: `integer`): Only include companies with this many reviews or fewer. Lower = more boutique. Set to 0 to disable filter. ## `maxLeads` (type: `integer`): Maximum number of leads to return across all categories. ## `includeQMS` (type: `boolean`): Scrape the Quality Management category (441 products). Core pharma/CGMP eQMS vendors. ## `includeDocControl` (type: `boolean`): Scrape the Document Control category (212 products). CGMP documentation and SOPs. ## `includeLIMS` (type: `boolean`): Scrape the LIMS category (109 products). Relevant for GLP violations. ## `includeEHS` (type: `boolean`): Scrape the EHS category (342 products). Relevant for safety and environmental violations. ## `includeFoodTraceability` (type: `boolean`): Scrape the Food Traceability category (95 products). Relevant for FSMA and food adulteration warning letters. ## Actor input object example ```json { "maxReviews": 200, "maxLeads": 500, "includeQMS": true, "includeDocControl": true, "includeLIMS": true, "includeEHS": false, "includeFoodTraceability": false } ```` # Actor output Schema ## `product_name` (type: `string`): Name of the software product. ## `description` (type: `string`): Short product description from GetApp. ## `rating` (type: `string`): Average star rating on GetApp (e.g. 4.2). ## `review_count` (type: `string`): Number of reviews on GetApp. Lower = more boutique. ## `getapp_url` (type: `string`): Link to the product page on GetApp. ## `category` (type: `string`): GetApp category this product was found in. ## `source` (type: `string`): Data source (always GetApp). # 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("comfy_glove/qms-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/${run.defaultDatasetId}`); const { items } = await client.dataset(run.defaultDatasetId).listItems(); items.forEach((item) => { console.dir(item); }); // 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/js/docs ``` ## Python example ```python from apify_client import ApifyClient # Initialize the ApifyClient with your Apify API token # Replace '' with your token. client = ApifyClient("") # Prepare the Actor input run_input = {} # Run the Actor and wait for it to finish run = client.actor("comfy_glove/qms-scraper").call(run_input=run_input) # Fetch and print Actor results from the run's dataset (if there are any) print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"]) for item in client.dataset(run["defaultDatasetId"]).iterate_items(): print(item) # 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start ``` ## CLI example ```bash echo '{}' | apify call comfy_glove/qms-scraper --silent --output-dataset ``` ## MCP server setup ```json { "mcpServers": { "apify": { "command": "npx", "args": [ "mcp-remote", "https://mcp.apify.com/?tools=comfy_glove/qms-scraper", "--header", "Authorization: Bearer " ] } } } ``` ## OpenAPI specification ```json { "openapi": "3.0.1", "info": { "title": "QMS Scraper", "description": "Scrapes eQMS and pharma-adjacent software companies from GetApp across multiple categories. Filters by review count to target boutique vendors.", "version": "1.0", "x-build-id": "ihACIRQDksmXRbz4v" }, "servers": [ { "url": "https://api.apify.com/v2" } ], "paths": { "/acts/comfy_glove~qms-scraper/run-sync-get-dataset-items": { "post": { "operationId": "run-sync-get-dataset-items-comfy_glove-qms-scraper", "x-openai-isConsequential": false, "summary": "Executes an Actor, waits for its completion, and returns Actor's dataset items in response.", "tags": [ "Run Actor" ], "requestBody": { "required": true, "content": { "application/json": { "schema": { "$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/comfy_glove~qms-scraper/runs": { "post": { "operationId": "runs-sync-comfy_glove-qms-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/comfy_glove~qms-scraper/run-sync": { "post": { "operationId": "run-sync-comfy_glove-qms-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", "required": [ "maxReviews", "maxLeads" ], "properties": { "maxReviews": { "title": "Max Review Count (Boutique Filter)", "minimum": 0, "maximum": 10000, "type": "integer", "description": "Only include companies with this many reviews or fewer. Lower = more boutique. Set to 0 to disable filter.", "default": 200 }, "maxLeads": { "title": "Max Total Leads", "minimum": 1, "maximum": 2000, "type": "integer", "description": "Maximum number of leads to return across all categories.", "default": 500 }, "includeQMS": { "title": "Include: Quality Management (QMS)", "type": "boolean", "description": "Scrape the Quality Management category (441 products). Core pharma/CGMP eQMS vendors.", "default": true }, "includeDocControl": { "title": "Include: Document Control", "type": "boolean", "description": "Scrape the Document Control category (212 products). CGMP documentation and SOPs.", "default": true }, "includeLIMS": { "title": "Include: LIMS (Lab Information Management)", "type": "boolean", "description": "Scrape the LIMS category (109 products). Relevant for GLP violations.", "default": true }, "includeEHS": { "title": "Include: EHS (Environment, Health & Safety)", "type": "boolean", "description": "Scrape the EHS category (342 products). Relevant for safety and environmental violations.", "default": false }, "includeFoodTraceability": { "title": "Include: Food Traceability", "type": "boolean", "description": "Scrape the Food Traceability category (95 products). Relevant for FSMA and food adulteration warning letters.", "default": 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 } } } } } } } } } } ```