# Token Launch Radar (`zinin/token-launch-radar`) Actor

Look up any token contract address or ticker across DEXes and get liquidity, 24h volume, pair age, a 0-100 quality score and risk flags. Powered by DexScreener's public API. No key, no wallet, no on-chain node. Not financial advice.

- **URL**: https://apify.com/zinin/token-launch-radar.md
- **Developed by:** [Tim Zinin](https://apify.com/zinin) (community)
- **Categories:** Automation, Other
- **Stats:** 2 total users, 1 monthly users, 100.0% runs succeeded, 0 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/docs.md):

```bash
npm install apify-client
```

In Python projects, use official [Python client library](https://docs.apify.com/api/client/python/docs.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/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

## Token Launch Radar — DEX Liquidity, Volume & Risk Score

Point it at a token contract address or ticker and get back liquidity, 24h
volume, pair age, a 0-100 quality score and plain-English risk flags — read
straight from DexScreener's public API.

### The problem

Checking a token before touching it means opening DexScreener, finding the
right pair among a dozen chains, and eyeballing liquidity/volume/age by hand —
one at a time. Scanning a watchlist of new launches or comparing tickers
across chains means repeating that by hand for every entry. This Actor batches
it and adds a consistent score instead of a gut feeling.

### What this Actor does

Give it a list of token contract addresses or tickers and it returns, per
token: the highest-liquidity DEX pair it trades on, that pair's liquidity and
24h volume, how old the pair is, a 0-100 heuristic quality score, and any risk
flags (very low liquidity, abnormal volume/liquidity ratio, brand-new pair,
sharp 24h decline, large uncirculated supply). No key, no wallet, no on-chain
node — just DexScreener's free public API.

**This is NOT financial advice.** `qualityScore` is a heuristic built from
liquidity, volume and age — it is not a signal to buy, sell, or trust a
token. Always do your own research.

### Input

```json
{
  "tokens": ["0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48", "PEPE"],
  "minLiquidityUsd": 1000,
  "maxAgeHours": 24,
  "maxConcurrency": 5
}
````

| Field | Type | Description |
|-------|------|-------------|
| `tokens` | array of strings | Contract addresses (EVM `0x…` or Solana base58) or tickers/search terms. One row per entry. |
| `minLiquidityUsd` | integer | Drop the token's best pair if its liquidity is below this. `0` = no filter (default). |
| `maxAgeHours` | integer | Only keep pairs created within this many hours — hunt fresh launches. Leave empty for no age filter. |
| `maxConcurrency` | integer | Parallelism (1–20, default 5). |

### Output

One dataset row per input:

```json
{
  "input": "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48",
  "found": true,
  "chainId": "ethereum",
  "dexId": "uniswap",
  "pairAddress": "0x397ff1542f962076d0bfe58ea045ffa2d347aca0",
  "name": "USD Coin",
  "symbol": "USDC",
  "tokenAddress": "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48",
  "priceUsd": 1.0005,
  "liquidityUsd": 2651228.62,
  "volumeH24": 28390196.87,
  "priceChangeH24": 0.01,
  "ageHours": 18234.3,
  "qualityScore": 100,
  "riskFlags": [],
  "summary": "USDC on ethereum (uniswap) — liquidity $2,651,229, 24h vol $28,390,197, 759.8d old, quality 100/100. Not financial advice — heuristic score, DYOR.",
  "checkedAt": "2026-07-23T12:00:00.000Z"
}
```

| Field | Description |
|-------|--------------|
| `input` | The address or search term you passed |
| `found` | Whether a usable pair was found (and passed your filters) |
| `chainId` / `dexId` / `pairAddress` | Where the best pair trades |
| `name` / `symbol` / `tokenAddress` | The token itself |
| `priceUsd` | Current price in USD |
| `liquidityUsd` / `volumeH24` / `priceChangeH24` | Pool liquidity, 24h volume, 24h price change |
| `ageHours` | Hours since the pair was created |
| `qualityScore` | 0-100 heuristic from liquidity, volume and age |
| `riskFlags` | Plain-English warnings (low liquidity, abnormal volume ratio, brand-new, sharp decline, large uncirculated supply) |
| `summary` | Human-readable one-liner, always ends with a not-financial-advice disclaimer |
| `error` | Present only when `found:false` — why no row was returned |

### How the best pair is picked

A token can trade on many pairs across many chains. This Actor takes the
one with the highest liquidity — with one guardrail: PulseChain is a full
state-fork of Ethereum mainnet, so pre-fork Ethereum contract addresses have
an unrelated "twin" on PulseChain with completely different liquidity and
holders. Left in, that twin can silently outrank the real chain by liquidity
for well-known tokens. PulseChain pairs are excluded unless they're the only
match for that input.

### Pricing

Pay-per-event: small charge per run start + per result. You only pay for
what you pull. No monthly seat.

### FAQ

**Does it need an API key / wallet?** No — DexScreener's public API is free
and keyless.

**How fresh is the data?** As fresh as DexScreener's own feed — typically
seconds to a couple of minutes behind the DEX itself.

**Is `qualityScore` financial advice?** No. It's a heuristic built from three
public metrics (liquidity, volume, age). It does not account for contract
risk, team behavior, or anything off-chain. Always DYOR.

**Can I call it from an AI agent?** Yes — it's a standard Apify Actor, callable
via the Apify API or the Apify MCP server.

***

Built by [zinin](https://apify.com/zinin). Questions? Telegram @timzinin.

# Actor input Schema

## `tokens` (type: `array`):

Token contract addresses (e.g. `0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48`) or search terms/tickers (e.g. `PEPE`). One row per entry.

## `minLiquidityUsd` (type: `integer`):

Drop the token's best pair if its liquidity is below this. 0 = no filter.

## `maxAgeHours` (type: `integer`):

Only keep pairs created within this many hours — use it to hunt fresh launches. Leave empty for no age filter.

## `maxConcurrency` (type: `integer`):

How many tokens to look up in parallel.

## Actor input object example

```json
{
  "tokens": [
    "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48",
    "PEPE"
  ],
  "minLiquidityUsd": 0,
  "maxConcurrency": 5
}
```

# 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 = {
    "tokens": [
        "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48",
        "PEPE"
    ]
};

// Run the Actor and wait for it to finish
const run = await client.actor("zinin/token-launch-radar").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 = { "tokens": [
        "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48",
        "PEPE",
    ] }

# Run the Actor and wait for it to finish
run = client.actor("zinin/token-launch-radar").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 '{
  "tokens": [
    "0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48",
    "PEPE"
  ]
}' |
apify call zinin/token-launch-radar --silent --output-dataset

```

## MCP server setup

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

```

## OpenAPI specification

```json
{
    "openapi": "3.0.1",
    "info": {
        "title": "Token Launch Radar",
        "description": "Look up any token contract address or ticker across DEXes and get liquidity, 24h volume, pair age, a 0-100 quality score and risk flags. Powered by DexScreener's public API. No key, no wallet, no on-chain node. Not financial advice.",
        "version": "0.1",
        "x-build-id": "pGOIwfBxfsPB5LVQe"
    },
    "servers": [
        {
            "url": "https://api.apify.com/v2"
        }
    ],
    "paths": {
        "/acts/zinin~token-launch-radar/run-sync-get-dataset-items": {
            "post": {
                "operationId": "run-sync-get-dataset-items-zinin-token-launch-radar",
                "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": {
                                "$ref": "#/components/schemas/inputSchema"
                            }
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "token",
                        "in": "query",
                        "required": true,
                        "schema": {
                            "type": "string"
                        },
                        "description": "Enter your Apify token here"
                    }
                ],
                "responses": {
                    "200": {
                        "description": "OK"
                    }
                }
            }
        },
        "/acts/zinin~token-launch-radar/runs": {
            "post": {
                "operationId": "runs-sync-zinin-token-launch-radar",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor and returns information about the initiated run in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": {
                                    "$ref": "#/components/schemas/runsResponseSchema"
                                }
                            }
                        }
                    }
                }
            }
        },
        "/acts/zinin~token-launch-radar/run-sync": {
            "post": {
                "operationId": "run-sync-zinin-token-launch-radar",
                "x-openai-isConsequential": false,
                "summary": "Executes an Actor, waits for completion, and returns the OUTPUT from Key-value store in response.",
                "tags": [
                    "Run Actor"
                ],
                "requestBody": {
                    "required": true,
                    "content": {
                        "application/json": {
                            "schema": {
                                "$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": [
                    "tokens"
                ],
                "properties": {
                    "tokens": {
                        "title": "Tokens",
                        "type": "array",
                        "description": "Token contract addresses (e.g. `0xA0b86991c6218b36c1d19D4a2e9Eb0cE3606eB48`) or search terms/tickers (e.g. `PEPE`). One row per entry.",
                        "items": {
                            "type": "string"
                        }
                    },
                    "minLiquidityUsd": {
                        "title": "Minimum liquidity (USD)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Drop the token's best pair if its liquidity is below this. 0 = no filter.",
                        "default": 0
                    },
                    "maxAgeHours": {
                        "title": "Max pair age (hours)",
                        "minimum": 0,
                        "type": "integer",
                        "description": "Only keep pairs created within this many hours — use it to hunt fresh launches. Leave empty for no age filter."
                    },
                    "maxConcurrency": {
                        "title": "Max concurrency",
                        "minimum": 1,
                        "maximum": 20,
                        "type": "integer",
                        "description": "How many tokens to look up in parallel.",
                        "default": 5
                    }
                }
            },
            "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
                                    }
                                }
                            }
                        }
                    }
                }
            }
        }
    }
}
```