Token Analysis Framework

This document introduces a comprehensive Token analysis framework using ChainStream, covering fundamental data, on-chain metrics, holder analysis, and risk assessment.

Framework Overview

Basic Info

Name/Symbol, Decimals, Contract Address, Creation Time

Market Data

Price, Market Cap, Liquidity, Volume

Holder Analysis

Holder Count, Top 10/100 Ratio, Creator Holdings

Trading Stats

Buy/Sell Count, Volume, Price Change

1. Basic Information

API Endpoint

GET /v1/token/{chain}/{tokenAddress}

Core Fields

Field	Type	Description
`chain`	string	Blockchain network identifier, e.g., `sol`
`name`	string	Token name
`symbol`	string	Token symbol
`decimals`	integer	Token decimal places
`address`	string	Token mint address
`imageUrl`	string	Token image URL
`tokenCreatedAt`	integer	Token creation timestamp (milliseconds)
`description`	string	Token description
`tokenCreators`	array	Token creator address list

Response Example

{
  "chain": "sol",
  "name": "USD Coin",
  "symbol": "USDC",
  "decimals": 9,
  "address": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
  "imageUrl": "https://raw.githubusercontent.com/.../logo.png",
  "tokenCreatedAt": 1710417600000,
  "description": "USDC is a stablecoin pegged to the US dollar",
  "tokenCreators": [
    {
      "address": "...",
      "share": 100
    }
  ]
}

2. Market Data

Market data is included in the marketData field of the Token details endpoint.

Price & Market Cap

Field	Type	Description
`priceInUsd`	string	Token price (USD)
`priceInSol`	string	Token price (SOL)
`marketCapInUsd`	string	Circulating market cap (USD)
`marketCapInSol`	string	Circulating market cap (SOL)
`totalSupply`	string	Total supply

Liquidity Metrics

Field	Type	Description	Health Standard
`maxPoolTvlInUsd`	string	Max pool TVL (USD)	Higher depth = lower slippage
`totalTvlInUsd`	string	Total TVL across all pools (USD)	> 5% of market cap
`maxPoolTvlInSol`	string	Max pool TVL (SOL)	-
`totalTvlInSol`	string	Total TVL across all pools (SOL)	-

Holder Overview

Field	Type	Description	Health Standard
`holders`	string	Total token holders	More = more distributed
`top10HoldingsRatio`	string	Top 10 holders ratio	< 0.5 (50%)
`top10TotalHoldings`	string	Top 10 total holdings	-
`top100HoldingsRatio`	string	Top 100 holders ratio	< 0.7 (70%)
`top100TotalHoldings`	string	Top 100 total holdings	-

Response Example

{
  "marketData": {
    "priceInUsd": "0.00123456",
    "priceInSol": "0.0000089",
    "marketCapInUsd": "1234567.89",
    "totalSupply": "1000000000",
    "holders": "5432",
    "top10HoldingsRatio": "0.35",
    "top100HoldingsRatio": "0.58",
    "maxPoolTvlInUsd": "50000.00",
    "totalTvlInUsd": "85000.00"
  }
}

3. Trading Statistics

Trading statistics are included in the stats field of the Token details endpoint, or can be fetched via a dedicated endpoint.

API Endpoint

GET /v1/token/{chain}/{tokenAddress}/stats

Statistics Fields (by Time Period)

Supported time periods: 1m, 5m, 15m, 30m, 1h, 4h, 24h

Field Pattern	Description	Example Fields
`price{period}`	Price within period	`price1m`, `price5m`, `price1h`
`buys{period}`	Buy count within period	`buys1m`, `buys5m`, `buys1h`
`sells{period}`	Sell count within period	`sells1m`, `sells5m`, `sells1h`
`buyVolumesInUsd{period}`	Buy volume (USD)	`buyVolumesInUsd1m`
`sellVolumesInUsd{period}`	Sell volume (USD)	`sellVolumesInUsd1m`
`volumesInUsd{period}`	Total volume (USD)	`volumesInUsd1m`
`priceChangeRatioInUsd{period}`	Price change ratio	`priceChangeRatioInUsd1h`

Response Example

{
  "address": "EPjFWdd5AufqSSqeM2qN1xzybapC8G4wEGGkZwyTDt1v",
  "price1m": "1.234",
  "buys1m": "150",
  "sells1m": "120",
  "buyVolumesInUsd1m": "50000.45",
  "sellVolumesInUsd1m": "45000.32",
  "volumesInUsd1m": "95000.77",
  "buys1h": "2500",
  "sells1h": "2100",
  "volumesInUsd1h": "1500000.00",
  "priceChangeRatioInUsd1h": "0.025"
}

4. Holder Analysis

API Endpoint

GET /v1/token/{chain}/{tokenAddress}/holders

Query Parameters

Parameter	Type	Required	Description
`cursor`	string	No	Pagination cursor
`limit`	number	No	Results per page (1-100, default 20)
`direction`	string	No	Pagination direction (`next` or `prev`)

Holder Fields

Field	Type	Description
`walletAddress`	string	Wallet address
`amount`	string	Holding amount
`amountInUsd`	string	Holding value (USD)
`percentage`	string	Holding percentage

Response Example

{
  "hasNext": true,
  "hasPrev": false,
  "startCursor": "abc123",
  "endCursor": "xyz789",
  "data": [
    {
      "walletAddress": "HN7cABqLq46Es1jh92dQQisAq662SmxELLLsHHe4YWrH",
      "amount": "1000000000000000000",
      "amountInUsd": "12345.67",
      "percentage": "10.5"
    }
  ]
}

Holder Distribution Assessment

Healthy Distribution
Risky Distribution

Characteristics:

Top 10 ratio < 50%
Top 100 ratio < 70%
High holder count
Even distribution, decentralized

Risk Level: 🟢 Low Risk

Holder Type Identification

Type	Identification	Significance
Team/Project	Contract deployer, addresses in `tokenCreators`	Unlock risk
Whales	Holdings > 1%	Market influence
Smart Money	High win-rate traders (requires wallet analysis)	Information advantage
CEX	Exchange hot wallets	Liquidity source

5. Risk Assessment

Risk Assessment Dimensions

Dimension	Weight	Metrics
Concentration Risk	30%	`top10HoldingsRatio`, `top100HoldingsRatio`
Liquidity Risk	25%	`totalTvlInUsd`, TVL/Market Cap ratio
New Token Risk	20%	`tokenCreatedAt` (creation time)
Trading Activity	15%	`holders`, volume, buy/sell count
Creator Holdings	10%	Creator address holding ratio

Risk Indicators

Indicator	Level	Trigger Conditions
🔴 High Risk	Critical	`top10HoldingsRatio` > 0.8, TVL < 1% of market cap, created < 24h
🟡 Medium Risk	Warning	`top10HoldingsRatio` > 0.5, created < 7 days
🟢 Low Risk	Safe	All metrics healthy

Analysis Workflow

Get Basic Information

Call GET /v1/token/{chain}/{tokenAddress} to get complete token info

Verify contract address
Check creation time tokenCreatedAt

Analyze Market Data

Review marketData field

Current price priceInUsd
Market cap marketCapInUsd
Liquidity totalTvlInUsd

Evaluate Holder Distribution

Review holder data in marketData

Holder count holders
Top 10 ratio top10HoldingsRatio
Top 100 ratio top100HoldingsRatio

Check Trading Activity

Review stats field

Volume volumesInUsd1h, volumesInUsd24h
Buy/sell ratio buys1h vs sells1h

Comprehensive Risk Assessment

Calculate risk level based on above data

High concentration + low liquidity = 🔴 High Risk
Healthy distribution + sufficient liquidity = 🟢 Low Risk

Practical Example

Example: Analyze Newly Listed Token

import { ChainStreamClient } from '@anthropic/chainstream';

const client = new ChainStreamClient('YOUR_ACCESS_TOKEN');

async function analyzeToken(chain: string, tokenAddress: string) {
  // 1. Get complete token info
  const token = await client.token.getToken(chain, tokenAddress);
  
  // 2. Check creation time
  const ageInDays = (Date.now() - token.tokenCreatedAt) / (1000 * 60 * 60 * 24);
  if (ageInDays < 7) {
    console.warn('⚠️ New token risk: Created less than 7 days ago');
  }
  
  // 3. Analyze holder distribution
  const top10Ratio = parseFloat(token.marketData.top10HoldingsRatio);
  if (top10Ratio > 0.5) {
    console.warn('⚠️ Concentration risk: Top 10 holds > 50%');
  }
  
  // 4. Check liquidity
  const tvl = parseFloat(token.marketData.totalTvlInUsd);
  const marketCap = parseFloat(token.marketData.marketCapInUsd);
  if (tvl < marketCap * 0.05) {
    console.warn('⚠️ Liquidity risk: TVL < 5% of market cap');
  }
  
  // 5. Comprehensive assessment
  const riskLevel = calculateRiskLevel(token);
  console.log(`Risk Level: ${riskLevel}`);
  
  return {
    token,
    ageInDays,
    top10Ratio,
    tvlRatio: tvl / marketCap,
    riskLevel
  };
}

function calculateRiskLevel(token: any): string {
  const top10Ratio = parseFloat(token.marketData.top10HoldingsRatio);
  const tvl = parseFloat(token.marketData.totalTvlInUsd);
  const marketCap = parseFloat(token.marketData.marketCapInUsd);
  
  if (top10Ratio > 0.8 || tvl < marketCap * 0.01) {
    return '🔴 High Risk';
  } else if (top10Ratio > 0.5) {
    return '🟡 Medium Risk';
  }
  return '🟢 Low Risk';
}

API Endpoint Summary

Analysis Need	API Endpoint
Token Details (with market data, stats)	`GET /v1/token/{chain}/{tokenAddress}`
Token Metadata	`GET /v1/token/{chain}/{tokenAddress}/metadata`
Token Stats	`GET /v1/token/{chain}/{tokenAddress}/stats`
Holder List	`GET /v1/token/{chain}/{tokenAddress}/holders`
Top Holders	`GET /v1/token/{chain}/{tokenAddress}/topholders`
Token Pools	`GET /v1/token/{chain}/{tokenAddress}/pools`
Token Market Data	`GET /v1/token/{chain}/{tokenAddress}/marketdata`

Smart Money Methodology

Learn about Smart Money analysis

MCP Tools Catalog

View complete MCP tools list

Frameworks

Tutorials

Token Analysis Framework

Framework Overview

Basic Info

Market Data

Holder Analysis

Trading Stats

1. Basic Information

API Endpoint

Core Fields

Response Example

2. Market Data

Price & Market Cap

Liquidity Metrics

Holder Overview

Response Example

3. Trading Statistics

API Endpoint

Statistics Fields (by Time Period)

Response Example

4. Holder Analysis

API Endpoint

Query Parameters

Holder Fields

Response Example

Holder Distribution Assessment

Holder Type Identification

5. Risk Assessment

Risk Assessment Dimensions

Risk Indicators

Analysis Workflow

Practical Example

Example: Analyze Newly Listed Token

API Endpoint Summary

Smart Money Methodology

MCP Tools Catalog

Frameworks

Tutorials

​Framework Overview

Basic Info

Market Data

Holder Analysis

Trading Stats

​1. Basic Information

​API Endpoint

​Core Fields

​Response Example

​2. Market Data

​Price & Market Cap

​Liquidity Metrics

​Holder Overview

​Response Example

​3. Trading Statistics

​API Endpoint

​Statistics Fields (by Time Period)

​Response Example

​4. Holder Analysis

​API Endpoint

​Query Parameters

​Holder Fields

​Response Example

​Holder Distribution Assessment

​Holder Type Identification

​5. Risk Assessment

​Risk Assessment Dimensions

​Risk Indicators

​Analysis Workflow

​Practical Example

​Example: Analyze Newly Listed Token

​API Endpoint Summary

​Related Documentation

Smart Money Methodology

MCP Tools Catalog

Framework Overview

1. Basic Information

API Endpoint

Core Fields

Response Example

2. Market Data

Price & Market Cap

Liquidity Metrics

Holder Overview

Response Example

3. Trading Statistics

API Endpoint

Statistics Fields (by Time Period)

Response Example

4. Holder Analysis

API Endpoint

Query Parameters

Holder Fields

Response Example

Holder Distribution Assessment

Holder Type Identification

5. Risk Assessment

Risk Assessment Dimensions

Risk Indicators

Analysis Workflow

Practical Example

Example: Analyze Newly Listed Token

API Endpoint Summary

Related Documentation