# Justdial Business Listings Scraper \[Just 💰$1.8] (`blackfalcondata/justdial-com-scraper`) Actor

Extract business listings from justdial.com, India's local business directory: name, category, address, phone, rating and review count, opening hours and map coordinates. Search by category and city, or paste category pages. Export to JSON, CSV or Excel.

- **URL**: https://apify.com/blackfalcondata/justdial-com-scraper.md
- **Developed by:** [Black Falcon Data](https://apify.com/blackfalcondata) (community)
- **Categories:** Business, Lead generation, Automation
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 bookmarks
- **User rating**: No ratings yet

## Pricing

from $1.49 / 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/actors/running/actors-in-store.md#pay-per-event

## What's an Apify Actor?

An Actor is a serverless cloud program that runs on the Apify platform. It has two run modes.
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.

Apify vocabulary and the platform model are defined once, in the agent quickstart at https://apify.com/agents.md.

## 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.

Do not guess an integration path. Every one of them is in the agent quickstart at https://apify.com/agents.md: the Apify MCP server, Agent Skills with the Apify CLI, the JavaScript and Python clients, the REST API, and the account-free path for an agent with no human to sign in. It also carries the rule on stating cost before the first paid run.

For examples already wired to this Actor's own input schema, see the [API](#api) section below.

Each client library has reference documentation the quickstart does not restate: [JavaScript/TypeScript](https://docs.apify.com/api/client/js/docs.md) (`npm install apify-client`) and [Python](https://docs.apify.com/api/client/python/docs.md) (`pip install apify-client`).

# README

### What does Justdial Business Listings Scraper do?

Justdial Business Listings Scraper extracts structured company data from [justdial.com](https://justdial.com) — including contact details, prices, location data, and seller ratings. It supports keyword search, location filters, and controllable result limits, so you can run the same query consistently over time.

### How to use this actor

- 👉 **Register for a free Apify account** — no credit card required.
- 🎉 Just click **[Sign up free on Apify →](https://console.apify.com/sign-up?fpr=1h3gvi)** and complete a quick signup.
- 💰 A free Apify account includes $5 in monthly credits — enough to test this actor.
- ⏳ Scrape during the free trial, with no commitment or upfront payment required.

### Key features

- **⭐ Ratings and review counts:** `rating` for every company that has them.
- **📍 Coordinates:** `latitude` and `longitude` on each company that has a location, ready for a map.
- **🏘️ Address:** `address` and `city` as separate fields for every company that lists them.
- **📇 Contact details:** `phone` where the company publishes them.
- **🖼️ Images:** `images` with every image URL, not just the thumbnail.
- **🗂️ Category path:** `category` place each company in justdial.com's own category tree.
- **🔍 Keyword search:** search justdial.com by keyword with the `query` input, in the place you name in `location`.
- **🔗 Paste-mode:** paste justdial.com URLs into `startUrls` to scrape exactly the pages you picked in the browser.
- **♻️ Incremental mode:** recurring runs emit only directory entries that are new or updated — keep your supplier-outreach lists fresh without re-fetching the full directory. Saves 80–95% on weekly syncs.
- **🔔 Notifications:** Telegram, Slack, Discord, WhatsApp Cloud API, and generic webhook out of the box. Pair with incremental for daily new-listing alerts without pipeline glue.

### What data can you extract from justdial.com?

Each result includes Core company fields (`business_name`, `category`, `location`, `address`, `area`, `rating`, `review_count`, and `total_jd_reviews`, and more), extended fields (`detailFetched`), and contact information (`phone` and `email`). In standard mode, all fields are always present — unavailable data points are returned as `null`, never omitted. In compact mode, only core fields are returned.

### Input

The main inputs are a search keyword, an optional location filter, and a result limit. Additional filters and options are available in the input schema.

Key parameters:

- **`query`** — What to look for — a category ("Restaurants", "Dentists", "Gyms") or a business name. Required if no startUrls provided. Use a JSON array for several searches, e.g. \["Restaurants","Cafes"].
- **`location`** — Indian city to search, e.g. "Mumbai" — or narrow it to an area with "Mumbai, Andheri West". The city is required. Use a JSON array for several cities, e.g. \["Mumbai","Pune"].
- **`maxResults`** — Maximum total results (0 = unlimited). (default: `100`)
- **`maxPages`** — Stop each search after this many result pages (about 10 businesses per page). Leave empty to page until Max Results is reached or the search runs out.
- **`startUrls`** — Paste justdial.com category pages (https://www.justdial.com/Mumbai/Restaurants/nct-10408936, or with an area: .../Restaurants-in-Andheri-West/nct-10408936) or search pages (https://www.justdial.com/Pune/search/Restaurants), or single business pages (any justdial.com link ending in \_BZDET, e.g. https://www.justdial.com/Mumbai/Afzals-Mao-Restaurant-Mazgaon/022P870087_BZDET) - a business page returns that one business with its email, website, pincode, landmark, categories, opening hours, payment modes and year established. Each URL becomes its own search task; results are merged and deduped by listing ID across all URLs. When provided, startUrls REPLACE the query/location fields (each supported URL becomes one task; unsupported URLs are skipped, and if none is supported the run stops with an input error). (default: `[]`)
- **`compact`** — Core fields only (for AI-agent/MCP workflows). (default: `false`)
- **`excludeEmptyFields`** — Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards. (default: `false`)
- **`incrementalMode`** — Compare against previous run state. stateKey is optional — defaults to a value derived from search inputs (queries, cities, startUrls) so different searches never share state. (default: `false`)
- **`stateKey`** — Optional. Stable identifier for the tracked search universe. Leave empty to auto-generate from search inputs.
- **`skipReposts`** — When incremental, skip listings whose content matches an expired listing from a prior run (cross-run duplicate detection). (default: `false`)
- **`emitUnchanged`** — When incremental mode is on, also emit listings whose content has not changed since the last run. (default: `false`)
- **`emitExpired`** — When incremental mode is on, also emit listings that were seen before but are no longer found. (default: `false`)
- ...and 13 more parameters

### Input examples

**Basic search** — Keyword-driven search scoped to a city with a tight radius.

→ Full payload per result — all standard fields populated where the source provides them.

```json
{
  "query": "Restaurants",
  "location": "Mumbai",
  "maxResults": 50
}
```

**Incremental tracking** — Only emit companies that changed since the previous run with this `stateKey`.

→ First run builds the baseline state. Subsequent runs emit only records that are new or whose tracked content changed. Set `emitUnchanged: true` to include unchanged records as well.

```json
{
  "query": "Restaurants",
  "maxResults": 200,
  "incrementalMode": true,
  "stateKey": "restaurants-tracker"
}
```

**Compact output for AI agents** — Return only core fields for AI-agent and MCP workflows.

→ Small payload with the most important fields — ideal for piping into LLMs without token overhead.

```json
{
  "query": "Restaurants",
  "maxResults": 50,
  "compact": true
}
```

### Output

Each run produces a dataset of structured company records. Results can be downloaded as JSON, CSV, or Excel from the Dataset tab in Apify Console.

### Example company record

```json
{
  "business_name": "Afzal's Mao Restaurant",
  "category": "Restaurants",
  "location": "Mazgaon, Mumbai",
  "address": "Tulsi Wadi, Shivdas Champsi Marg, Mazgaon, Mumbai - 400010 (Opposite Sai Niketan Building)",
  "area": "Mazgaon",
  "phone": "9892192727",
  "rating": 4.1,
  "review_count": 15768,
  "total_jd_reviews": 15768,
  "timing": "11:00 am - 12:00 am",
  "listing_url": "https://www.justdial.com/DT-43HVXZDS",
  "portalUrl": "https://www.justdial.com/DT-43HVXZDS",
  "photos_count": "78",
  "latitude": "18.9698236",
  "longitude": "72.840959",
  "verified": false,
  "thumbnail": "https://content3.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-bdez2brxuy-250.jpg",
  "docid": "022P870087",
  "city": "Mumbai",
  "open_status": "Open Now",
  "open_now": true,
  "price_range": "₹ 0-500",
  "images": [
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-restaurant-mazgaon-mumbai-home-delivery-restaurants-pju4q6m0ae.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-bdez2brxuy.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-rhpwoe52l7.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-oya56u9h6b.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-ar9ldk91u7.jpg",
    "... 3 more items"
  ],
  "image_thumbnails": [
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-restaurant-mazgaon-mumbai-home-delivery-restaurants-pju4q6m0ae-250.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-bdez2brxuy-250.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-rhpwoe52l7-250.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-oya56u9h6b-250.jpg",
    "https://content.jdmagicbox.com/v2/comp/mumbai/87/022p870087/catalogue/afzal-s-mao-family-restaurant-mazgaon-mumbai-tandoori-restaurants-ar9ldk91u7-250.jpg",
    "... 3 more items"
  ],
  "call_numbers": [
    "9892192727",
    "8657282348",
    "8657282354"
  ],
  "has_video": false,
  "order_online": [
    {
      "label": "Order Online",
      "platform": "Zomato",
      "url": "https://www.zomato.com/mumbai/afzal-restaurant-byculla/order",
      "portalUrl": "https://www.zomato.com/mumbai/afzal-restaurant-byculla/order",
      "iconUrl": "https://akam.cdn.jdmagicbox.com/images/icons/zomato.png"
    }
  ],
  "listingId": "68f935058bee324d4c9eeffb9af5bf452dc95e2f2d46db8ed5ea11e80eb12d06",
  "contentQuality": "full",
  "detailFetched": true,
  "scrapedAt": "2026-10-22T07:28:38.384Z",
  "source": "justdial.com",
  "contentHash": "f5c45f607e87cb3f0e9c2c45dab6ff0e51bdd040d8640abd4a4408e31a648212",
  "email": "afzalmao.web@gmail.com",
  "website": "https://www.afzalmao.com/",
  "pincode": "400010",
  "landmark": "Opposite Sai Niketan Building",
  "categories": [
    "Restaurants",
    "North Indian Restaurants",
    "Chinese Restaurants",
    "Home Delivery Restaurants",
    "Tandoori Restaurants"
  ],
  "hours": "Mon - Sun :- 11:00 am - 12:00 am",
  "payment_modes": [
    "Cash"
  ],
  "year_established": 1920,
  "street": "Shivdas Champsi Marg",
  "whatsapp": [
    "9892192727"
  ],
  "services": [
    "Veg Options Available",
    "Midnight Buffet",
    "Drive-Through",
    "Dinner",
    "Lunch",
    "... 8 more items"
  ]
}
```

### Incremental fields

When incremental mode is on, each record also carries:

- `changeType` — one of `NEW`, `UPDATED`, `UNCHANGED`, `REAPPEARED`, `EXPIRED`. Default output covers `NEW` / `UPDATED` / `REAPPEARED`; set `emitUnchanged: true` or `emitExpired: true` to opt into the others.
- `isRepost`, `repostOfId`, `repostDetectedAt` — populated when a new listing matches the tracked content of a previously expired one. Set `skipReposts: true` to drop detected reposts from the output.

### How to scrape justdial.com

1. Go to [Justdial Business Listings Scraper](https://apify.com/blackfalcondata/justdial-com-scraper?fpr=1h3gvi) in Apify Console.
2. Enter a search keyword and optional location filter.
3. Set `maxResults` to control how many results you need.
4. Click **Start** and wait for the run to finish.
5. Export the dataset as JSON, CSV, or Excel.

### Use cases

- Extract company data from justdial.com for market research and competitive analysis.
- Track pricing trends across regions and categories over time.
- Monitor new and changed companies on scheduled runs without processing the full dataset every time.
- Use structured location data for regional analysis, mapping, and geo-targeting.
- Feed structured data into AI agents, MCP tools, and automated pipelines using compact mode.
- Export clean, structured data to dashboards, spreadsheets, or data warehouses.
- Benchmark seller / dealer reputation using rating fields.

### How much does it cost to scrape justdial.com?

Justdial Business Listings Scraper uses [pay-per-event](https://docs.apify.com/platform/actors/paid-actors/pay-per-event) pricing. You pay a small fee when the run starts and then for each result that is actually produced.

- **Run start:** $0.00005 per run
- **Per result:** $0.00148 per company record

Example costs:

- 10 results: **$0.015**
- 25 results: **$0.037**
- 100 results: **$0.15**
- 200 results: **$0.3**
- 500 results: **$0.74**

#### Example: recurring monitoring savings

These examples compare full re-scrapes with incremental runs at different churn rates. Churn is the share of companies that are new or whose tracked content changed since the previous run. Actual churn depends on your query breadth, source activity, and polling frequency — the scenarios below are examples, not predictions.

Example setup: 250 companies per run, daily polling (30 runs/month). Costs scale linearly with the number of companies.

| Churn rate | Full re-scrape run cost | Incremental run cost | Savings vs full re-scrape | Monthly cost after baseline |
|---|---:|---:|---:|---:|
| 5% — stable niche query | $0.37 | $0.02 | $0.35 (95%) | $0.56 |
| 15% — moderate broad query | $0.37 | $0.06 | $0.32 (85%) | $1.67 |
| 30% — high-volume aggregator | $0.37 | $0.11 | $0.26 (70%) | $3.34 |

Full re-scrape monthly cost at the same cadence: $11.14. First month with incremental costs $0.91 / $1.99 / $3.60 for the 5% / 15% / 30% scenarios because the first run builds baseline state at full cost before incremental savings apply.

Platform usage is included in the per-result fee shown above.

### FAQ

#### How many results can I get from justdial.com?

The number of results depends on the search query and available companies on justdial.com. Use the `maxResults` parameter to control how many results are returned per run.

#### Does Justdial Business Listings Scraper support recurring monitoring?

Yes. Enable incremental mode to only receive new or changed companies on subsequent runs. This is ideal for scheduled monitoring where you want to track changes over time without re-processing the full dataset.

#### Can I integrate Justdial Business Listings Scraper with other apps?

Yes. Justdial Business Listings Scraper works with Apify's [integrations](https://apify.com/integrations?fpr=1h3gvi) to connect with tools like Zapier, Make, Google Sheets, Slack, and more. You can also use webhooks to trigger actions when a run completes.

#### Can I use Justdial Business Listings Scraper with the Apify API?

Yes. You can start runs, manage inputs, and retrieve results programmatically through the [Apify API](https://docs.apify.com/api/v2). Client libraries are available for JavaScript, Python, and other languages.

#### Can I use Justdial Business Listings Scraper through an MCP Server?

Yes. Apify provides an [MCP Server](https://apify.com/apify/actors-mcp-server?fpr=1h3gvi) that lets AI assistants and agents call this actor directly. Use compact mode and `excludeEmptyFields` to keep payloads manageable for LLM context windows.

#### Is it legal to scrape justdial.com?

This actor extracts publicly available data from justdial.com. Web scraping of public information is generally considered legal, but you should always review the target site's terms of service and ensure your use case complies with applicable laws and regulations, including GDPR where relevant.

#### Your feedback

If you have questions, need a feature, or found a bug, please [open an issue](https://apify.com/blackfalcondata/justdial-com-scraper/issues?fpr=1h3gvi) on the actor's page in Apify Console. Your feedback helps us improve.

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### Getting started with Apify

New to Apify? [Create a free account with $5 credit](https://console.apify.com/sign-up?fpr=1h3gvi) — no credit card required.

1. Sign up — $5 platform credit included
2. Open this actor and configure your input
3. Click **Start** — export results as JSON, CSV, or Excel

Need more later? [See Apify pricing](https://apify.com/pricing?fpr=1h3gvi).

### Disclaimer

This actor accesses only publicly available data on justdial.com. You are responsible for how you use the extracted data — in particular any personal information such as names, phone numbers, or email addresses — and for complying with Justdial Business Listings's terms of use, applicable data-protection law (including the GDPR where it applies), and the anti-spam rules of your jurisdiction.

This actor is an independent tool and is not affiliated with, endorsed by, or sponsored by Justdial Business Listings or any of its subsidiaries. All trademarks mentioned are the property of their respective owners.

### Search keywords

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# Changelog

This Actor's version history is a separate document: https://apify.com/blackfalcondata/justdial-com-scraper/changelog.md

# Actor input Schema

## `query` (type: `string`):

What to look for — a category ("Restaurants", "Dentists", "Gyms") or a business name. Required if no startUrls provided. Use a JSON array for several searches, e.g. \["Restaurants","Cafes"].

## `location` (type: `string`):

Indian city to search, e.g. "Mumbai" — or narrow it to an area with "Mumbai, Andheri West". The city is required. Use a JSON array for several cities, e.g. \["Mumbai","Pune"].

## `maxResults` (type: `integer`):

Maximum total results (0 = unlimited).

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

Stop each search after this many result pages (about 10 businesses per page). Leave empty to page until Max Results is reached or the search runs out.

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

Paste justdial.com category pages (https://www.justdial.com/Mumbai/Restaurants/nct-10408936, or with an area: .../Restaurants-in-Andheri-West/nct-10408936) or search pages (https://www.justdial.com/Pune/search/Restaurants), or single business pages (any justdial.com link ending in \_BZDET, e.g. https://www.justdial.com/Mumbai/Afzals-Mao-Restaurant-Mazgaon/022P870087_BZDET) - a business page returns that one business with its email, website, pincode, landmark, categories, opening hours, payment modes and year established. Each URL becomes its own search task; results are merged and deduped by listing ID across all URLs. When provided, startUrls REPLACE the query/location fields (each supported URL becomes one task; unsupported URLs are skipped, and if none is supported the run stops with an input error).

## `compact` (type: `boolean`):

Core fields only (for AI-agent/MCP workflows).

## `excludeEmptyFields` (type: `boolean`):

Drop null, empty-string, and empty-array fields from each record before push. Smaller payloads for AI agents and dashboards.

## `incrementalMode` (type: `boolean`):

Compare against previous run state. stateKey is optional — defaults to a value derived from search inputs (queries, cities, startUrls) so different searches never share state.

## `stateKey` (type: `string`):

Optional. Stable identifier for the tracked search universe. Leave empty to auto-generate from search inputs.

## `skipReposts` (type: `boolean`):

When incremental, skip listings whose content matches an expired listing from a prior run (cross-run duplicate detection).

## `emitUnchanged` (type: `boolean`):

When incremental mode is on, also emit listings whose content has not changed since the last run.

## `emitExpired` (type: `boolean`):

When incremental mode is on, also emit listings that were seen before but are no longer found.

## `notifyOnlyChanges` (type: `boolean`):

When Incremental Mode is on, only send notifications for NEW and UPDATED listings. Has no effect outside incremental mode.

## `notificationLimit` (type: `integer`):

Maximum number of listings included in each notification message (1–20).

## `telegramToken` (type: `string`):

Telegram bot token (from @BotFather). Required for Telegram notifications.

## `telegramChatId` (type: `string`):

Telegram chat or channel ID (e.g. "-100123456789"). Required when telegramToken is set.

## `discordWebhookUrl` (type: `string`):

Discord incoming webhook URL. Server Settings → Integrations → Webhooks → New Webhook.

## `slackWebhookUrl` (type: `string`):

Slack incoming webhook URL. api.slack.com/messaging/webhooks.

## `whatsappPhoneNumberId` (type: `string`):

Your WhatsApp Business phone-number ID (numeric, from Meta dashboard). Required when whatsappAccessToken is set.

## `whatsappAccessToken` (type: `string`):

WhatsApp Cloud API permanent access token (System User token from Meta Business). Recipient must have messaged the business number within the last 24h (service-conversation window — free since Nov 2024).

## `whatsappTo` (type: `string`):

Recipient phone in E.164 format without + (e.g. "436641234567"). Recipient must have messaged your business number within last 24h.

## `webhookUrl` (type: `string`):

Receives a JSON POST with {metadata, items} after each run. Universal escape hatch for n8n / Make / Zapier / custom backends.

## `webhookHeaders` (type: `object`):

Optional JSON object of custom headers (e.g. {"Authorization":"Bearer ..."}).

## `appConnector` (type: `string`):

Optional. Pick a connected app under Settings → API & Integrations to receive your results (including any contact details). Best-effort across MCP connectors as Apify expands its catalog.

## `mcpIssueTeam` (type: `string`):

Only when the connected app is an issue tracker: the team (name or ID) the summary issue is created under, if that app requires one.

## Actor input object example

```json
{
  "query": "Restaurants",
  "location": "Mumbai",
  "maxResults": 100,
  "startUrls": [],
  "compact": false,
  "excludeEmptyFields": false,
  "incrementalMode": false,
  "skipReposts": false,
  "emitUnchanged": false,
  "emitExpired": false,
  "notifyOnlyChanges": false,
  "notificationLimit": 5
}
```

# 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 = {
    "query": "Restaurants",
    "location": "Mumbai",
    "maxResults": 100,
    "excludeEmptyFields": false
};

// Run the Actor and wait for it to finish
const run = await client.actor("blackfalcondata/justdial-com-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 '<YOUR_API_TOKEN>' with your token.
client = ApifyClient("<YOUR_API_TOKEN>")

# Prepare the Actor input
run_input = {
    "query": "Restaurants",
    "location": "Mumbai",
    "maxResults": 100,
    "excludeEmptyFields": False,
}

# Run the Actor and wait for it to finish
run = client.actor("blackfalcondata/justdial-com-scraper").call(run_input=run_input)

# Fetch and print Actor results from the run's dataset (if there are any)
print(f"💾 Check your data here: https://console.apify.com/storage/datasets/{run.default_dataset_id}")
for item in client.dataset(run.default_dataset_id).iterate_items():
    print(item)

# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

```

## CLI example

```bash
echo '{
  "query": "Restaurants",
  "location": "Mumbai",
  "maxResults": 100,
  "excludeEmptyFields": false
}' |
apify call blackfalcondata/justdial-com-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "type": "http",
            "url": "https://mcp.apify.com/?tools=fetch-actor-details,blackfalcondata/justdial-com-scraper"
        }
    }
}
```

The hosted server signs you in with OAuth on first connect, so no API token belongs in this config. Clients without OAuth support can send an `Authorization: Bearer <APIFY_API_TOKEN>` header instead, using a token from API & Integrations in Apify Console (https://console.apify.com/settings/integrations).

## OpenAPI specification

Download the OpenAPI definition: https://api.apify.com/v2/actors/oOs4mRpGUN1gZ8nLV/builds/ZR7KKZdpHDMSQ7Sbg/openapi.json