# SourceForge Software Category Pages Actor (`tehsnarf/sourceforge-software-category-pages`) Actor

Scrapes SourceForge category and integration pages into ranked software datasets.

- **URL**: https://apify.com/tehsnarf/sourceforge-software-category-pages.md
- **Developed by:** [Chris Hoover](https://apify.com/tehsnarf) (community)
- **Categories:** Developer tools, Lead generation, Integrations
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $5.00 / 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

## SourceForge Software Category Pages Actor

Scrapes SourceForge category pages and integration-filter pages into structured product rows.

### What it extracts
- Category URL and category name
- Product name and SourceForge product URL
- Vendor website URL when visible
- Summary text
- Rating and review count when visible
- Sponsored flag
- Page rank/order
- Visible filter facet sections and counts

### Use cases
1. Track the ranked CRM software landscape on SourceForge over time.
2. Monitor category and integration filters for competitor research.
3. Export public software listing metadata into CSV-ready JSON for analysis pipelines.

### Input
- `startUrls`: one or more SourceForge category pages
- `maxItems`: cap on total rows
- `maxPages`: cap on pages followed per run
- `pageLoadTimeoutSecs`: navigation timeout
- `delaySeconds`: pause between requests
- `headless`: run the browser headless

### Output fields
| Field | Description |
|---|---|
| `categoryUrl` | Source page URL |
| `categoryName` | Visible category heading |
| `productName` | Listing title |
| `productUrl` | SourceForge product page |
| `websiteUrl` | External vendor site if exposed |
| `vendorName` | Vendor/publisher name if visible |
| `summary` | Listing description |
| `rating` | Visible star rating |
| `reviewCount` | Ratings count |
| `sponsored` | Sponsored label indicator |
| `pageRank` | Listing order on the page |
| `facets` | Sectioned filter counts seen on the page |
| `sourceUrl` | Exact URL scraped |

### Pricing
$5.00 per 1,000 results ($0.005 per result)
Set a max cost limit when starting a run to control your spending. The Actor stops automatically
when your limit is reached.

### Example costs
100 results  = $0.50
500 results  = $2.50
1,000 results = $5.00
5,000 results = $25.00

### Example output
```json
{
  "categoryUrl": "http://127.0.0.1:8899/crm.html",
  "categoryName": "Best CRM Software for Drupal",
  "productName": "Zendesk",
  "productUrl": "http://127.0.0.1:8899/software/product/Zendesk/",
  "websiteUrl": "https://www.zendesk.com/",
  "vendorName": null,
  "summary": "Zendesk is an AI-powered service solution that’s easy to set up, use, and scale.",
  "rating": 4.8,
  "reviewCount": 7920,
  "sponsored": true,
  "pageRank": 1,
  "facets": {
    "Deployment": [
      { "label": "Cloud", "count": 28 },
      { "label": "Android", "count": 11 }
    ]
  },
  "sourceUrl": "http://127.0.0.1:8899/crm.html"
}
````

# Actor input Schema

## `startUrls` (type: `array`):

SourceForge category or integration page URLs to scrape.

## `maxItems` (type: `integer`):

Maximum number of product rows to collect.

## `maxPages` (type: `integer`):

Maximum number of category pages to follow per run.

## `pageLoadTimeoutSecs` (type: `integer`):

Navigation timeout for each rendered page.

## `delaySeconds` (type: `number`):

Polite pause between page requests.

## `headless` (type: `boolean`):

Run the browser headless.

## Actor input object example

```json
{
  "startUrls": [
    {
      "url": "https://sourceforge.net/software/crm/"
    }
  ],
  "maxItems": 100,
  "maxPages": 25,
  "pageLoadTimeoutSecs": 45,
  "delaySeconds": 1.5,
  "headless": true
}
```

# 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 '<YOUR_API_TOKEN>' with your token
const client = new ApifyClient({
    token: '<YOUR_API_TOKEN>',
});

// Prepare Actor input
const input = {
    "startUrls": [
        {
            "url": "https://sourceforge.net/software/crm/"
        }
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("tehsnarf/sourceforge-software-category-pages").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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = { "startUrls": [{ "url": "https://sourceforge.net/software/crm/" }] }

# Run the Actor and wait for it to finish
run = client.actor("tehsnarf/sourceforge-software-category-pages").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 '{
  "startUrls": [
    {
      "url": "https://sourceforge.net/software/crm/"
    }
  ]
}' |
apify call tehsnarf/sourceforge-software-category-pages --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=tehsnarf/sourceforge-software-category-pages",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "SourceForge Software Category Pages Actor",
        "description": "Scrapes SourceForge category and integration pages into ranked software datasets.",
        "version": "0.0",
        "x-build-id": "5wbKAKltSXfPThtiP"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/tehsnarf~sourceforge-software-category-pages/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-tehsnarf-sourceforge-software-category-pages",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/tehsnarf~sourceforge-software-category-pages/runs": {
            "post": {
                "operationId": "runs-sync-tehsnarf-sourceforge-software-category-pages",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/tehsnarf~sourceforge-software-category-pages/run-sync": {
            "post": {
                "operationId": "run-sync-tehsnarf-sourceforge-software-category-pages",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "startUrls"
                ],
                "properties": {
                    "startUrls": {
                        "title": "Start URLs",
                        "type": "array",
                        "description": "SourceForge category or integration page URLs to scrape.",
                        "items": {
                            "type": "object",
                            "required": [
                                "url"
                            ],
                            "properties": {
                                "url": {
                                    "type": "string",
                                    "title": "URL of a web page",
                                    "format": "uri"
                                }
                            }
                        }
                    },
                    "maxItems": {
                        "title": "Max items",
                        "minimum": 1,
                        "maximum": 10000,
                        "type": "integer",
                        "description": "Maximum number of product rows to collect.",
                        "default": 100
                    },
                    "maxPages": {
                        "title": "Max pages",
                        "minimum": 1,
                        "maximum": 1000,
                        "type": "integer",
                        "description": "Maximum number of category pages to follow per run.",
                        "default": 25
                    },
                    "pageLoadTimeoutSecs": {
                        "title": "Page load timeout (seconds)",
                        "minimum": 10,
                        "maximum": 180,
                        "type": "integer",
                        "description": "Navigation timeout for each rendered page.",
                        "default": 45
                    },
                    "delaySeconds": {
                        "title": "Delay between pages (seconds)",
                        "minimum": 0.5,
                        "maximum": 10,
                        "type": "number",
                        "description": "Polite pause between page requests.",
                        "default": 1.5
                    },
                    "headless": {
                        "title": "Headless browser",
                        "type": "boolean",
                        "description": "Run the browser headless.",
                        "default": true
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
