# Wanted List Screening: FBI, Interpol & Europol (`jungle_synthesizer/wanted-list-scraper`) Actor

Criminal wanted-list screening: FBI (all categories), Interpol Red Notices, Europol. Bulk ingest, fuzzy name-match with score, or new-listings diff. Active/captured status, reward amounts, charges, physical descriptions, photo URLs. For KYC, investigations, OSINT, journalism, bounty hunting.

- **URL**: https://apify.com/jungle\_synthesizer/wanted-list-scraper.md
- **Developed by:** [BowTiedRaccoon](https://apify.com/jungle_synthesizer) (community)
- **Categories:** Business, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, NaN bookmarks
- **User rating**: No ratings yet

## Pricing

Pay per event

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

## Wanted List Screening: FBI, Interpol & Europol

Screen individuals against public criminal wanted lists from three major law-enforcement agencies — FBI, Interpol, and Europol — in a single run. Designed for KYC workflows, compliance screening, OSINT investigations, and journalism.

### What it does

The actor pulls public wanted-notice data from:

- **Interpol** — Red Notices via the public REST API (`ws-public.interpol.int`)
- **Europol** — EU Most Wanted listings via `eumostwanted.eu`
- **FBI** — Most Wanted, Cyber, Counterterrorism, and other categories via `fbi.gov/wanted/api/`

It operates in three modes:

| Mode | Description |
|------|-------------|
| `ingest_lists` | Bulk-load all active notices from the selected agencies into the dataset |
| `screen_queries` | Fuzzy name-match a list of names against all notices; returns hits with match scores |
| `new_listings_diff` | Compare the current notice set against the previous run's snapshot; output only newly published entries |

### Output fields

Each record includes:

| Field | Description |
|-------|-------------|
| `notice_id` | Canonical cross-agency ID (`agency:source_id`) |
| `source_agency` | `fbi`, `interpol`, or `europol` |
| `source_notice_id` | Agency-native notice ID |
| `source_url` | Direct URL to the notice on the source site |
| `notice_type` | Notice type: `most_wanted`, `red`, `cyber`, `counterterrorism`, etc. |
| `primary_name` | Full name of the wanted individual |
| `alias_names` | Known aliases (pipe-separated) |
| `date_of_birth` | Date of birth (YYYY-MM-DD where available) |
| `nationalities` | Nationalities (pipe-separated ISO codes or country names) |
| `photographs` | Photo URLs (pipe-separated) |
| `charges` | Criminal charges (pipe-separated) |
| `case_summary` | Brief description of the case |
| `reward_amount_usd` | Reward offered in USD (numeric) |
| `last_known_location` | Last known location or jurisdiction |
| `status` | `active`, `captured`, `deceased`, `located`, or `removed` |
| `publication_date` | Date the notice was first published |
| `query_term` | Query used (screen_queries mode only) |
| `match_score` | Fuzzy match score 0-100 (screen_queries mode only) |
| `match_reason` | Human-readable match explanation (screen_queries mode only) |

See the full dataset schema for all 35 fields.

### Input

```json
{
  "mode": "ingest_lists",
  "agencies": ["interpol", "europol", "fbi"],
  "noticeTypes": ["red", "most_wanted"],
  "maxItems": 100,
  "includeRemoved": false,
  "sp_intended_usage": "KYC compliance screening",
  "sp_improvement_suggestions": "none"
}
````

#### Key parameters

| Parameter | Type | Default | Description |
|-----------|------|---------|-------------|
| `mode` | string | `ingest_lists` | Operating mode (see table above) |
| `agencies` | array | all | Agencies to include: `fbi`, `interpol`, `europol` |
| `noticeTypes` | array | all | Notice types to filter (e.g. `red`, `most_wanted`, `cyber`) |
| `maxItems` | integer | 10 | Maximum records to return. `0` = no limit |
| `includeRemoved` | boolean | false | Include captured or removed entries |
| `minRewardUsd` | integer | 0 | Filter to listings with reward >= this amount |
| `queries` | array | — | Names to fuzzy-match (screen\_queries mode only) |
| `minMatchScore` | integer | 75 | Minimum fuzzy match score 0-100 (screen\_queries mode only) |

### Use cases

- **KYC / AML screening** — check customer names against international wanted lists before onboarding
- **Compliance monitoring** — run `new_listings_diff` on a schedule to detect newly posted notices
- **OSINT investigations** — bulk-load public wanted data for research, linking, and analysis
- **Journalism** — pull structured data for story research without manual browsing
- **Bounty tracking** — filter by `minRewardUsd` to surface high-value notices

### Notes

- **FBI data** is fetched via Playwright with residential proxy to bypass Cloudflare protection on `fbi.gov`.
- **Interpol** uses the public REST API with browser-like headers; residential proxy is used in cloud runs.
- **Europol** scrapes structured HTML from the EU Most Wanted site.
- All three sources serve publicly available, government-published data. No authentication or API key is required.
- Array values (aliases, nationalities, photographs, charges) are stored as pipe-separated strings.

# Actor input Schema

## `sp_intended_usage` (type: `string`):

Please describe how you plan to use the data extracted by this crawler.

## `sp_improvement_suggestions` (type: `string`):

Provide any feedback or suggestions for improvements.

## `sp_contact` (type: `string`):

Provide your email address so we can get in touch with you.

## `mode` (type: `string`):

No description

## `agencies` (type: `array`):

Subset of: fbi, interpol, europol. Empty = all.

## `noticeTypes` (type: `array`):

Subset of: most\_wanted, red, counterterrorism, cyber, crimes\_against\_children, fugitive. Empty = all.

## `includeRemoved` (type: `boolean`):

No description

## `minRewardUsd` (type: `integer`):

Filter to listings with reward >= this amount. 0 = no filter.

## `queries` (type: `array`):

Names to fuzzy-match against wanted lists.

## `minMatchScore` (type: `integer`):

No description

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

Maximum records to return. 0 = no limit.

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

No description

## Actor input object example

```json
{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "mode": "ingest_lists",
  "agencies": [
    "fbi",
    "interpol",
    "europol"
  ],
  "noticeTypes": [
    "most_wanted",
    "red"
  ],
  "queries": [
    "test_query_placeholder"
  ],
  "minMatchScore": 75,
  "maxItems": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}
```

# 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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "mode": "ingest_lists",
    "agencies": [
        "fbi",
        "interpol",
        "europol"
    ],
    "noticeTypes": [
        "most_wanted",
        "red"
    ],
    "includeRemoved": false,
    "minRewardUsd": 0,
    "queries": [
        "test_query_placeholder"
    ],
    "minMatchScore": 75,
    "maxItems": 10,
    "proxyConfiguration": {
        "useApifyProxy": true,
        "apifyProxyGroups": [
            "RESIDENTIAL"
        ]
    }
};

// Run the Actor and wait for it to finish
const run = await client.actor("jungle_synthesizer/wanted-list-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 = {
    "sp_intended_usage": "Describe your intended use...",
    "sp_improvement_suggestions": "Share your suggestions here...",
    "sp_contact": "Share your email here...",
    "mode": "ingest_lists",
    "agencies": [
        "fbi",
        "interpol",
        "europol",
    ],
    "noticeTypes": [
        "most_wanted",
        "red",
    ],
    "includeRemoved": False,
    "minRewardUsd": 0,
    "queries": ["test_query_placeholder"],
    "minMatchScore": 75,
    "maxItems": 10,
    "proxyConfiguration": {
        "useApifyProxy": True,
        "apifyProxyGroups": ["RESIDENTIAL"],
    },
}

# Run the Actor and wait for it to finish
run = client.actor("jungle_synthesizer/wanted-list-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 '{
  "sp_intended_usage": "Describe your intended use...",
  "sp_improvement_suggestions": "Share your suggestions here...",
  "sp_contact": "Share your email here...",
  "mode": "ingest_lists",
  "agencies": [
    "fbi",
    "interpol",
    "europol"
  ],
  "noticeTypes": [
    "most_wanted",
    "red"
  ],
  "includeRemoved": false,
  "minRewardUsd": 0,
  "queries": [
    "test_query_placeholder"
  ],
  "minMatchScore": 75,
  "maxItems": 10,
  "proxyConfiguration": {
    "useApifyProxy": true,
    "apifyProxyGroups": [
      "RESIDENTIAL"
    ]
  }
}' |
apify call jungle_synthesizer/wanted-list-scraper --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Wanted List Screening: FBI, Interpol & Europol",
        "description": "Criminal wanted-list screening: FBI (all categories), Interpol Red Notices, Europol. Bulk ingest, fuzzy name-match with score, or new-listings diff. Active/captured status, reward amounts, charges, physical descriptions, photo URLs. For KYC, investigations, OSINT, journalism, bounty hunting.",
        "version": "0.1",
        "x-build-id": "haKfWyXzGzL1heiNS"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/jungle_synthesizer~wanted-list-scraper/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-jungle_synthesizer-wanted-list-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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~wanted-list-scraper/runs": {
            "post": {
                "operationId": "runs-sync-jungle_synthesizer-wanted-list-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/jungle_synthesizer~wanted-list-scraper/run-sync": {
            "post": {
                "operationId": "run-sync-jungle_synthesizer-wanted-list-scraper",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "sp_intended_usage",
                    "sp_improvement_suggestions"
                ],
                "properties": {
                    "sp_intended_usage": {
                        "title": "What is the intended usage of this data?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Please describe how you plan to use the data extracted by this crawler."
                    },
                    "sp_improvement_suggestions": {
                        "title": "How can we improve this crawler for you?",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide any feedback or suggestions for improvements."
                    },
                    "sp_contact": {
                        "title": "Contact Email",
                        "minLength": 1,
                        "type": "string",
                        "description": "Provide your email address so we can get in touch with you."
                    },
                    "mode": {
                        "title": "Mode",
                        "enum": [
                            "ingest_lists",
                            "screen_queries",
                            "new_listings_diff"
                        ],
                        "type": "string",
                        "description": ""
                    },
                    "agencies": {
                        "title": "Agencies to Include",
                        "type": "array",
                        "description": "Subset of: fbi, interpol, europol. Empty = all.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "noticeTypes": {
                        "title": "Notice Types",
                        "type": "array",
                        "description": "Subset of: most_wanted, red, counterterrorism, cyber, crimes_against_children, fugitive. Empty = all.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "includeRemoved": {
                        "title": "Include Captured/Removed Entries",
                        "type": "boolean",
                        "description": ""
                    },
                    "minRewardUsd": {
                        "title": "Minimum Reward (USD)",
                        "type": "integer",
                        "description": "Filter to listings with reward >= this amount. 0 = no filter."
                    },
                    "queries": {
                        "title": "Names to Screen (screen_queries mode)",
                        "type": "array",
                        "description": "Names to fuzzy-match against wanted lists.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "minMatchScore": {
                        "title": "Min Fuzzy Match Score",
                        "type": "integer",
                        "description": ""
                    },
                    "maxItems": {
                        "title": "Max Items",
                        "type": "integer",
                        "description": "Maximum records to return. 0 = no limit.",
                        "default": 10
                    },
                    "proxyConfiguration": {
                        "title": "Proxy",
                        "type": "object",
                        "description": ""
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```
