# TCDB Scraper - Trading Card Database Catalog (`lulzasaur/tcdb-scraper`) Actor

Scrape trading card catalog data from The Trading Card Database (tcdb.com). Get card title, player/subject, set, year, card number, team, attributes (RC/variations), image, and URLs. Search by set query like '1986 Fleer Basketball' or pass set URLs/IDs.

- **URL**: https://apify.com/lulzasaur/tcdb-scraper.md
- **Developed by:** [lulz bot](https://apify.com/lulzasaur) (community)
- **Categories:** E-commerce
- **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

## TCDB Scraper - Trading Card Database Catalog

Scrape trading-card catalog data from **[The Trading Card Database (tcdb.com)](https://www.tcdb.com)** — one of the largest community-maintained catalogs of sports and non-sport trading cards, covering hundreds of thousands of sets and millions of individual cards.

Search by set (e.g. `1986 Fleer Basketball`) or point the scraper at specific set URLs / IDs, and get clean, structured card records: player/subject, set, year, card number, team, attributes (rookie cards, variations), image, and canonical URLs.

### What it extracts

For every card in a matched set's checklist:

| Field | Description |
|-------|-------------|
| `title` | Full card title, e.g. `1986-87 Fleer #57 Michael Jordan` |
| `subject` | Player / subject name |
| `cardNumber` | Card number within the set (`57`, `NNO`, `AR-1`, ...) |
| `setName` | Set name |
| `year` | Set year (`1986`, `1986-87`, ...) |
| `sport` | Sport / category (Basketball, Baseball, Football, Non-Sport, ...) |
| `team` | Team / franchise (where present) |
| `attributes` | Inline flags: `RC` (rookie), `SP`, `SSP`, `VAR` (variation), `AU`, `RELIC`, `MEM` |
| `isRookie` | Convenience boolean derived from `attributes` |
| `setId` / `cardId` | TCDB internal set (`sid`) and card (`cid`) identifiers |
| `imageUrl` | Card thumbnail image URL |
| `cardUrl` | Canonical TCDB card page URL |
| `setUrl` | Canonical TCDB set page URL |
| `searchQuery` | The input query this record came from |
| `scrapedAt` | ISO 8601 timestamp |

### Input

```json
{
    "searchQueries": ["1986 Fleer Basketball", "2009 Donruss Gridiron Gear Football"],
    "maxResults": 200,
    "scrapeDetails": true,
    "proxyConfiguration": { "useApifyProxy": true, "apifyProxyGroups": ["RESIDENTIAL"] }
}
````

| Option | Type | Default | Description |
|--------|------|---------|-------------|
| `searchQueries` | array of strings | `["1986 Fleer Basketball"]` | Set queries (`year + set name + sport`), full set URLs, or `sid/<id>` references |
| `maxResults` | integer | `200` | Max card records per query |
| `scrapeDetails` | boolean | `true` | Follow pagination to capture entire large sets; disable for first-page-only (faster) |
| `proxyConfiguration` | object | RESIDENTIAL | Proxy settings (residential recommended — see below) |

#### Query formats

- **Free text**: `1986 Fleer Basketball` — the scraper detects the year (`1986`) and sport (`Basketball`), browses that sport/year on TCDB, matches set names containing the remaining keywords (`fleer`), and scrapes each matching set's full checklist.
- **Set URL**: `https://www.tcdb.com/ViewSet.cfm/sid/2067/1986-87-Fleer`
- **Set ID**: `sid/2067`

### Notes on Cloudflare

TCDB is protected by Cloudflare's managed challenge. This Actor uses a real headless browser (Playwright/Chromium) and a **residential proxy by default** to clear the challenge, retiring the browser between requests to keep the challenge state fresh. Datacenter proxies typically get stuck on the security interstitial — keep the residential setting unless you have a reason to change it.

### Example output

```json
{
    "title": "1986-87 Fleer #57 Michael Jordan",
    "subject": "Michael Jordan",
    "cardNumber": "57",
    "setName": "1986-87 Fleer",
    "year": "1986-87",
    "sport": "Basketball",
    "team": "Chicago Bulls",
    "attributes": ["RC"],
    "isRookie": true,
    "setId": "2067",
    "cardId": "12345",
    "imageUrl": "https://www.tcdb.com/Images/Thumbs/Basketball/2067/...",
    "cardUrl": "https://www.tcdb.com/ViewCard.cfm/sid/2067/cid/12345/1986-87-Fleer-57-Michael-Jordan",
    "setUrl": "https://www.tcdb.com/ViewSet.cfm/sid/2067",
    "searchQuery": "1986 Fleer Basketball",
    "scrapedAt": "2026-07-03T06:40:00.000Z"
}
```

### Use cases

- Build price-guide / arbitrage tools by combining card checklists with market data
- Populate collection-management apps with accurate set checklists
- Research player card catalogs across years and manufacturers
- Feed card metadata into search, matching, and grading pipelines

### Pricing

Pay-per-result: you are charged a small fee for each card record returned, plus a tiny per-run start fee. No monthly subscription.

# Actor input Schema

## `searchQueries` (type: `array`):

One or more trading-card set searches. Each entry may be: a set query like '1986 Fleer Basketball' or '2009 Donruss Gridiron Gear Football' (year + set name + sport), a full TCDB set URL (e.g. https://www.tcdb.com/ViewSet.cfm/sid/2067/1986-87-Fleer), or a set id like 'sid/2067'. For free-text queries the scraper browses that sport & year on TCDB, matches set names by keyword, and scrapes each set's full checklist.

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

Maximum number of card records to scrape per search query. Default is 200.

## `scrapeDetails` (type: `boolean`):

When enabled, follows pagination to capture every card in large sets (100+ cards). When disabled, only the first checklist page (up to 100 cards) per set is scraped — faster and cheaper.

## `proxyConfiguration` (type: `object`):

Proxy settings. TCDB is protected by Cloudflare, so a RESIDENTIAL proxy is strongly recommended (and used by default). Datacenter IPs typically get stuck on the security challenge.

## Actor input object example

```json
{
  "searchQueries": [
    "1986 Fleer Basketball"
  ],
  "maxResults": 200,
  "scrapeDetails": true,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# Actor output Schema

## `dataset` (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 = {
    "searchQueries": [
        "1986 Fleer Basketball"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("lulzasaur/tcdb-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 = { "searchQueries": ["1986 Fleer Basketball"] }

# Run the Actor and wait for it to finish
run = client.actor("lulzasaur/tcdb-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 '{
  "searchQueries": [
    "1986 Fleer Basketball"
  ]
}' |
apify call lulzasaur/tcdb-scraper --silent --output-dataset

```

## MCP server setup

```json
{
    "mcpServers": {
        "apify": {
            "command": "npx",
            "args": [
                "mcp-remote",
                "https://mcp.apify.com/?tools=lulzasaur/tcdb-scraper",
                "--header",
                "Authorization: Bearer <YOUR_API_TOKEN>"
            ]
        }
    }
}

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "TCDB Scraper - Trading Card Database Catalog",
        "description": "Scrape trading card catalog data from The Trading Card Database (tcdb.com). Get card title, player/subject, set, year, card number, team, attributes (RC/variations), image, and URLs. Search by set query like '1986 Fleer Basketball' or pass set URLs/IDs.",
        "version": "1.0",
        "x-build-id": "9qyNSATePSfxtypiX"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/lulzasaur~tcdb-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-lulzasaur-tcdb-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/lulzasaur~tcdb-scraper/runs": {
            "post": {
                "operationId": "runs-sync-lulzasaur-tcdb-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/lulzasaur~tcdb-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-lulzasaur-tcdb-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                    "searchQueries": {
                        "title": "Search Queries",
                        "type": "array",
                        "description": "One or more trading-card set searches. Each entry may be: a set query like '1986 Fleer Basketball' or '2009 Donruss Gridiron Gear Football' (year + set name + sport), a full TCDB set URL (e.g. https://www.tcdb.com/ViewSet.cfm/sid/2067/1986-87-Fleer), or a set id like 'sid/2067'. For free-text queries the scraper browses that sport & year on TCDB, matches set names by keyword, and scrapes each set's full checklist.",
                        "default": [
                            "1986 Fleer Basketball"
                        ],
                        "items": {
                            "type": "string"
                        }
                    },
                    "maxResults": {
                        "title": "Max Results Per Query",
                        "minimum": 1,
                        "maximum": 100000,
                        "type": "integer",
                        "description": "Maximum number of card records to scrape per search query. Default is 200.",
                        "default": 200
                    },
                    "scrapeDetails": {
                        "title": "Scrape Full Checklists (all pages)",
                        "type": "boolean",
                        "description": "When enabled, follows pagination to capture every card in large sets (100+ cards). When disabled, only the first checklist page (up to 100 cards) per set is scraped — faster and cheaper.",
                        "default": true
                    },
                    "proxyConfiguration": {
                        "title": "Proxy Configuration",
                        "type": "object",
                        "description": "Proxy settings. TCDB is protected by Cloudflare, so a RESIDENTIAL proxy is strongly recommended (and used by default). Datacenter IPs typically get stuck on the security challenge.",
                        "default": {
                            "useApifyProxy": true,
                            "apifyProxyGroups": [
                                "RESIDENTIAL"
                            ]
                        }
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
