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bakyang2

kr-crypto-intelligence

by bakyang2

KR Crypto Intelligence API

Korean crypto market data + AI analysis for AI agents. 16 paid endpoints (11 crypto + 4 Korean news + 1 KRW macro), 180+ tokens, world's first Korean-to-English crypto sentiment API. Pay-per-use via x402 protocol on Base, Polygon, Solana, and XRPL. AWS Bedrock AgentCore-ready.

Endpoints (16 paid)

KRW Macro Signal (new)

Endpoint

Price

Description

GET /api/v1/krw-macro-stress

$0.05

KRW Macro Stress Score (0-100) — combined signal from US 3Y treasury (FRED) + VIX + foreign ownership proxy (SK Hynix + Samsung mcap-weighted) + USD/KRW momentum + Korean semiconductor equity. Rolling 120d percentile over 2yr backfill. Returns score + regime (calm/neutral/caution/risk_off/crisis) + direction (krw_weakening/stable/strengthening) + per-component breakdown + AI factual note. 15-min cache. Positioning: KRW macro stress filter for trading bots (not kimchi-premium predictor).

Korean News → English (new)

Endpoint

Price

Description

GET /api/v1/kr-news/kpop

$0.01

K-pop news (artists/groups) translated to English

GET /api/v1/kr-news/kpop-summary

$0.05

K-pop news + AI sentiment analysis, key themes, trending artists

GET /api/v1/kr-news/semiconductor

$0.02

Korean semiconductor industry news (Samsung/SK Hynix/HBM) in English

GET /api/v1/kr-news/semiconductor-summary

$0.10

Semiconductor news + AI market signal (bullish/bearish), trending companies

Korean Sentiment Analysis (World's First)

Endpoint

Price

Description

/api/v1/kr-sentiment

$0.05

Korean market sentiment in English — combines exchange intelligence (189+ tokens) with Korean news context (Coinness Telegram) for AI-powered insights. 1-hour cache.

Global vs Korea Divergence

Endpoint

Price

Description

/api/v1/global-vs-korea-divergence

$0.05

Global vs Korea divergence (light) — CoinGecko global price + Korean exchange + 1-2 sentence AI summary. 60s cache.

/api/v1/global-vs-korea-divergence-deep

$0.10

Deep tier — light data + Korean news signals (Coinness Telegram) + structured AI breakdown (drivers, global context, action suggestion, confidence). 5-min cache.

Korean Exchange Intelligence

Endpoint

Price

Description

/api/v1/arbitrage-scanner

$0.01

Token-by-token Kimchi Premium for 180+ tokens, reverse premium, Upbit-Bithumb price gaps, market share

/api/v1/exchange-alerts

$0.01

New listings/delistings detection, investment warnings, caution flags (volume soaring, deposit soaring, etc.)

/api/v1/market-movers

$0.01

1-min price surges/crashes, volume spikes, top 20 tokens by trading volume

AI-Powered Analysis

Endpoint

Price

Description

/api/v1/market-read

$0.10

AI market analysis — 12+ data sources + exchange intelligence + Claude AI token-level signals

Market Data

Endpoint

Price

Description

/api/v1/kimchi-premium

$0.002

BTC Kimchi Premium (Upbit vs Binance) — includes both official USD/KRW basis (premium_pct) and USDT real-trade basis (premium_pct_usdt) for true arbitrage edge measurement

/api/v1/stablecoin-premium

$0.002

USDT/USDC premium on Korean exchanges (fund flow indicator)

/api/v1/kr-prices

$0.002

Korean exchange prices (Upbit, Bithumb)

/api/v1/fx-rate

$0.001

USD/KRW exchange rate

Free

Endpoint

Description

/api/v1/symbols

Available trading symbols

/api/v1/stats

Service statistics

/health

Service health check

/llms.txt

AI agent metadata

/.well-known/x402

x402 service discovery

Related MCP server: KIMP MCP Server

Live API

Base URL: https://api.printmoneylab.com MCP Server: https://mcp.printmoneylab.com/mcp API Docs: https://api.printmoneylab.com/docs

Key Features

Dual-Basis Kimchi Premium (Industry First)

  • Both official USD/KRW basis (matches what exchanges display) and USDT real-trade basis (what arbitrage bots actually trade) in a single response

  • The 0.3-1% gap between the two is the structural USDT premium itself — measurable, actionable

  • Critical for AI trading agents: the official basis is misleading; only USDT basis reflects true arbitrage margin after capital movement costs

  • No other Kimchi Premium API in the x402 ecosystem provides this dual-basis view

KR Sentiment (Unique — No Competitors Worldwide)

  • Real-time Korean market sentiment delivered in English

  • Combines exchange data (189+ tokens Kimchi Premium, warnings, volume spikes, deposit soaring) with Korean news context (Coinness Telegram, 6-hour window)

  • Claude AI generates: sentiment (BULLISH/BEARISH/CAUTIOUS_FOMO/PANIC/GREED/UNCERTAIN), score (-1.0 to +1.0), English report, exchange signals, news context, sources

  • Academic research validates: "Korean news sentiment predicts global crypto returns" (2026)

  • 1-hour cache + lazy invocation + concurrency lock for cost efficiency

Global vs Korea Divergence

  • Light tier: real-time premium between CoinGecko global price and Korean exchange (Upbit), with 1-2 sentence AI interpretation

  • Deep tier: adds Korean news signals (Coinness Telegram, 24h keywords + sentiment score) and structured AI analysis with Korean market drivers, global context, action suggestion, and confidence level

  • 25 supported symbols (BTC, ETH, XRP, SOL, ADA, DOGE, DOT, MATIC, LINK, AVAX, ATOM, UNI, LTC, NEAR, OP, ARB, APT, ALGO, FTM, SUI, TRX, BCH, ETC, HBAR, SHIB)

Arbitrage Scanner

  • Real-time Kimchi Premium for every token traded on both Upbit and Binance (189+)

  • Reverse premium detection (Korean discount = buy signal)

  • Upbit vs Bithumb price gap scanner (domestic arbitrage)

  • Market share tracking (Upbit vs Bithumb volume)

Exchange Alerts

  • New listing / delisting detection (market list comparison every 60s)

  • Investment warning flags (from Upbit official API)

  • Caution flags: price fluctuations, volume soaring, deposit soaring, global price differences, small account concentration

Market Movers

  • 1-minute price surge/crash detection (>1% in 60 seconds)

  • Volume spike detection (24h change rate, >1B KRW volume)

  • Top 20 tokens by trading volume

AI Market Read

  • 12+ data sources combined: Kimchi Premium, stablecoin premium, FX rate, Upbit/Bithumb volume TOP 5, BTC funding rate, open interest, dominance, Fear & Greed, + exchange intelligence (180+ tokens)

  • Claude AI generates: signal (BULLISH/BEARISH/NEUTRAL), confidence (1-10), summary, key factors, token-level alerts, risk warning

Payment

Uses the x402 protocol for micropayments. No API key, no subscription, no signup required.

  • Base: USDC on Base mainnet (eip155:8453)

  • Polygon: USDC on Polygon mainnet (eip155:137)

  • Solana: USDC on Solana mainnet

  • XRPL: RLUSD on XRPL mainnet (xrpl:0) — via /api/v1/xrpl/<endpoint> variants

All paid endpoints are also available via /api/v1/xrpl/<endpoint> for XRPL/RLUSD settlement (same prices, same responses).

Data Sources

  • Upbit — Largest Korean crypto exchange (245+ KRW markets)

  • Bithumb — Second largest Korean exchange (450+ markets)

  • Binance — Global price reference (659+ USDT markets)

  • CoinGecko — Global crypto prices (divergence endpoints)

  • Coinness Telegram — Korean crypto news source for sentiment analysis

  • exchangerate-api.com — USD/KRW FX rate

  • Alternative.me — Fear & Greed Index

  • Binance Futures — Funding rate, open interest

  • Claude AI (Haiku 4.5) — Market analysis and sentiment interpretation

AWS Bedrock AgentCore Integration

KR Crypto Intelligence is x402-native and ready to be discovered by AWS Bedrock AgentCore Payments (launched May 7, 2026 by AWS + Coinbase + Stripe).

Bedrock-powered agents can:

  • Discover all 16 endpoints via .well-known/x402 and CDP MCP

  • Pay autonomously with USDC on Base, Polygon, or Solana — or RLUSD on XRPL

  • Access without API keys, signups, or human approval

Discovery endpoint: https://api.printmoneylab.com/.well-known/x402
MCP server: https://mcp.printmoneylab.com/mcp
OpenAPI spec: https://api.printmoneylab.com/openapi.json

No additional setup required. The service is indexed in CDP Bazaar across all 16 endpoints.

MCP Server

Connect any MCP-compatible AI agent (Claude, Cursor, etc.):

{
  "mcpServers": {
    "kr-crypto-intelligence": {
      "url": "https://mcp.printmoneylab.com/mcp"
    }
  }
}

Receipt Verification

Every paid response includes a signed receipt. Bots can verify receipt authenticity using the merchant's public key.

Public Key

Available at /.well-known/x402 manifest under receipt_signer.public_key: curl https://api.printmoneylab.com/.well-known/x402 | jq '.receipt_signer'

Verification (Python)

from eth_account import Account
from eth_account.messages import encode_defunct

receipt = response_json["receipt"]
payload = "|".join([
    receipt["id"], receipt["endpoint"], receipt["amount"],
    receipt["currency"], receipt["network"], receipt["tx_hash"],
    receipt["payer"], receipt["merchant"], receipt["issued_at"]
])
recovered = Account.recover_message(
    encode_defunct(text=payload),
    signature=receipt["signature"]
)
assert recovered.lower() == receipt["signer"].lower()

Receipt Fields

Field

Description

id

Unique receipt identifier (rcpt_YYYYMMDD_xxxxxx)

issued_at

ISO 8601 timestamp

endpoint

API path that was paid for

amount

Payment amount (USDC on Base/Polygon/Solana, RLUSD on XRPL)

currency

"USDC" or "RLUSD"

network

"eip155:8453" (Base), "eip155:137" (Polygon), "solana:..." or "xrpl:0"

tx_hash

On-chain transaction hash

payer

Buyer's wallet address

merchant

KR Crypto's wallet address

signature

ECDSA secp256k1 signature

signer

KR Crypto's signer address

License

MIT License — see LICENSE

Available Tools

17 tools
check_healthA
Read-only
Inspect

Check service health and exchange connectivity status. Returns status of Upbit, Bithumb, and Binance API connections.

💰 Price: FREE (no x402 payment required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.3/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description adds value beyond the readOnlyHint and openWorldHint annotations by specifying the exact exchanges covered and noting the tool is free (no x402 payment required). It does not discuss rate limits or auth, but output schema exists and the annotations cover the safety profile, so the added context is sufficient.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Two compact sentences front-load the action and scope. The price note is a single short clause with an emoji, adding useful info without bloat. No wasted words.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a zero-parameter, read-only health check with an output schema and annotations, the description covers all necessary context: what it does, which connections are checked, and cost. There are no missing inputs or behavioral gaps.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so there is nothing to explain. The baseline for 0 params is 4; the description appropriately focuses on behavior rather than parameter details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Description uses a specific verb 'Check' and clearly identifies the resource as 'service health and exchange connectivity status', naming concrete exchanges (Upbit, Bithumb, Binance). This distinguishes it from sibling tools which focus on market data, arbitrage, or news.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies a health-check use case but does not explicitly state when to prefer this tool over alternatives or provide exclusions. Its unique scope is obvious relative to siblings, but without direct guidance the agent must infer when to invoke it.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_arbitrage_scannerA
Read-only
Inspect

Scan Kimchi Premium for ALL tokens (180+) traded on both Upbit and Binance. Returns token-by-token premium %, reverse premiums (negative = Korean discount), Upbit vs Bithumb price gaps, market share between exchanges. Each token includes warning flags, volume soaring alerts, deposit soaring alerts. Updated every 60 seconds. Essential for cross-exchange arbitrage analysis.

💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true. The description adds valuable context by stating it updates every 60 seconds, returns reverse premiums, and includes pricing/payment details. It does not contradict annotations and contributes practical operational transparency beyond safe-read status.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is functional but slightly lengthy, with a clear split between functional details and payment/docs info. Every sentence contributes value, and the use of line breaks and emojis improves readability, though it could be trimmed without losing core meaning.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite having an output schema, the description provides a rich, self-contained overview of the returned data (premium %, reverse premiums, gaps, flags, alerts) and practical usage context (price, payment, clients, docs). It is fully sufficient for an agent to decide whether and how to invoke this zero-parameter tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the baseline is 4. The description provides a thorough overview of what the scanner returns without needing to explain parameters, which is consistent with the empty input schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool scans Kimchi Premium for all tokens (180+) on Upbit and Binance, returning premium percentages, price gaps, and alerts. It uses a specific verb ('Scan') and resource ('Kimchi Premium') and distinguishes itself from sibling tools like get_kimchi_premium by emphasizing cross-exchange arbitrage scope.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives clear context: 'Essential for cross-exchange arbitrage analysis.' It explicitly tells when to use it (for arbitrage analysis) but does not mention when not to use it or directly name alternative tools, so it falls short of full exclusion guidance.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_available_symbolsA
Read-only
Inspect

Get all available trading symbols on Korean exchanges. Returns symbols available on Upbit, Bithumb, and those common to both. Use this to check which symbols you can query before calling other tools.

💰 Price: FREE (no x402 payment required)

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.5/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The annotations already declare readOnlyHint and openWorldHint, establishing the tool as safe and external. The description adds meaningful context beyond annotations by specifying the exact exchanges covered (Upbit, Bithumb, common) and stating the tool is free of charge, which is useful for agents evaluating cost.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely concise, with two clear sentences and a price note. It front-loads the action ('Get all available trading symbols...'), and every sentence contributes value without redundancy.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (zero parameters) and the presence of an output schema, the description sufficiently covers purpose, usage context, and return scope. It also includes the pricing detail, which is relevant for other tools in the family.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, and the schema coverage is 100%, so the description carries no parameter burden. The baseline for no parameters is 4, and the description appropriately adds no unnecessary parameter details.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: retrieving available trading symbols from Korean exchanges, specifically naming Upbit and Bithumb. It distinguishes itself from sibling get_* tools by focusing on symbol availability rather than prices, alerts, or news.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description explicitly instructs users to use this tool before calling other tools to check which symbols can be queried, providing clear usage context. However, it does not mention when not to use it or name alternatives, but for this generic symbol-listing tool such exclusions are not critical.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_exchange_alertsA
Read-only
Inspect

Get Korean exchange alerts: new listings, delistings, investment warnings, and caution flags. Detects INVESTMENT_WARNING, PRICE_FLUCTUATIONS, VOLUME_SOARING, DEPOSIT_SOARING, GLOBAL_PRICE_DIFF, SMALL_ACCOUNTS_CONCENTRATION. New listings/delistings detected by comparing market list changes every 60 seconds. Critical for risk management and early listing detection.

💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already signal readOnlyHint=true, so behavioral burden is lower. The description adds valuable context: the detection mechanism ('comparing market list changes every 60 seconds'), the specific alert categories detected, and payment requirements ($0.01 USDC per call, x402 payment). This goes beyond annotations without contradicting them.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured with a functional summary first, then payment and access details in a clearly separated block. It's slightly longer than necessary because of pricing/client info, but each sentence carries useful information for an agent deciding whether to call the tool.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With zero parameters and an output schema present, the description need not explain parameters or return values. It fully covers what the tool detects, how detection works (60-second polling), and the cost/access requirements, making it complete for an agent to decide and invoke correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the schema provides no meaning to add. The description compensates by explaining what the tool does when invoked, satisfying the baseline for zero-param tools.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Get Korean exchange alerts' and enumerates specific alert types (new listings, delistings, investment warnings, caution flags). This specific verb+resource combination distinguishes it from sibling tools like get_kimchi_premium or get_arbitrage_scanner.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It notes 'Critical for risk management and early listing detection,' providing clear use context. However, it does not explicitly compare to alternatives or state when not to use it, so it lacks the explicit exclusion found in top-tier examples.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_fx_rateA
Read-only
Inspect

Get current USD/KRW exchange rate. Essential for converting between Korean Won and US Dollar prices.

💰 Price: $0.001 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.4/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, covering safety. The description adds behavioral context beyond that by specifying the cost ($0.001 USDC), the x402 payment requirement, supported blockchains, and client SDKs. This is useful disclosure of operational constraints.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is front-loaded with the main purpose, then provides essential operational details in a structured list. The payment and docs lines are relevant and earn their place, though the emoji-heavy formatting adds minor noise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a simple zero-parameter tool with an output schema and read-only annotations, the description covers the core purpose, conversion use case, payment model, client options, and documentation link. It is sufficiently complete for an agent to select and invoke correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the baseline is 4. The description adds meaning by clarifying the output is a rate for converting KRW/USD, which is helpful for understanding what the tool returns. No parameter documentation is needed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description starts with 'Get current USD/KRW exchange rate', which is a specific verb+resource combination. It clearly distinguishes this tool from siblings like get_kimchi_premium or get_kr_prices by focusing on the currency pair, and adds the conversion use case.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description states 'Essential for converting between Korean Won and US Dollar prices', providing clear context for when to use the tool. However, it does not explicitly name alternatives or state when not to use it, so it misses the 'explicit exclusions' bar.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_global_vs_korea_divergenceA
Read-only
Inspect

Light tier — premium between CoinGecko global price and Upbit Korean price + 1-2 sentence AI interpretation. 25 supported symbols. 60s cache. Returns prices (global_usd, korea_krw, fx_rate), divergence (premium_pct, direction, magnitude), context_signals (investment_warning, volume_spike_24h), and ai_interpretation (1-2 sentence English summary).

💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault
symbolNoCrypto symbol (e.g., BTC, ETH, XRP, SOL, ADA, DOGE, DOT, MATIC, LINK, AVAX, ATOM, UNI, LTC, NEAR, OP, ARB, APT, ALGO, FTM, SUI, TRX, BCH, ETC, HBAR, SHIB)BTC

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.7/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Discloses 60s cache, pricing ($0.05), payment method (x402), and return fields (prices, divergence, context_signals, ai_interpretation). No contradiction with annotations. Provides significant value beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Front-loaded with purpose, then structured with bullet points and emojis. Some extra info (pricing, docs) could be considered clutter but still clear and scannable.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Covers output structure, cache, pricing, and payment. Output schema exists. Missing error handling or rate limits, but overall sufficient for agent invocation given annotations and schema.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with a detailed description of symbol parameter listing 25 cryptos. The description adds no further parameter meaning beyond '25 supported symbols'. Baseline 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it computes the premium between CoinGecko global and Upbit Korean prices, with AI interpretation. It specifies 'Light tier' distinguishing it from the deep variant sibling. Verb and resource are specific.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No explicit guidance on when to use this vs the deep version or other siblings. 'Light tier' implies a choice but no criteria or exclusions are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_global_vs_korea_divergence_deepA
Read-only
Inspect

Deep tier — light data + Korean news signals (Coinness Telegram, 24h window) + structured AI breakdown (drivers, global context, action suggestion, confidence). 5-min cache. Returns light response fields plus recent_news_signal (korean_news_count_24h, sentiment_score, top_keywords) and ai_deep_analysis (summary, korean_market_drivers, global_context, implied_action_suggestion, confidence).

💰 Price: $0.10 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault
symbolNoCrypto symbol (e.g., BTC, ETH, XRP, SOL, ADA, DOGE, DOT, MATIC, LINK, AVAX, ATOM, UNI, LTC, NEAR, OP, ARB, APT, ALGO, FTM, SUI, TRX, BCH, ETC, HBAR, SHIB)BTC

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.6/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already indicate readOnlyHint and openWorldHint. The description adds behavioral traits: 5-minute cache, $0.10 per call cost, and x402 micropayment requirement. It also outlines return fields (light response plus news signal and AI analysis). No contradictions.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is relatively long and includes payment/pricing details that may not be essential for tool selection. While the first sentence is clear, the additional implementation details add clutter. It is not optimally concise.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the existence of an output schema and the complexity of the tool (deep analysis with news and AI), the description covers purpose, output structure, caching, and payment. It assumes some domain knowledge about 'light data' but is mostly complete.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100% with a detailed list of accepted symbols. The tool description does not add further meaning beyond the schema, but it provides context that the symbol is used for divergence analysis with Korean news. Baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states 'Deep tier' and specifies the combination of light data, Korean news signals, and structured AI breakdown. It distinguishes itself from the sibling tool 'get_global_vs_korea_divergence' by implying a deeper analysis.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance on when to use this tool versus alternatives. The description mentions 'deep tier' but fails to specify when not to use it or provide explicit context for selecting this over the lighter version. No exclusions or alternatives are mentioned.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kimchi_premiumA
Read-only
Inspect

Get real-time Kimchi Premium — the price difference between Korean exchanges (Upbit) and global exchanges (Binance). South Korea ranks top 3 globally in crypto trading volume. A positive premium means Korean traders are paying more than the global market price.

💰 Price: $0.001 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

Returns: premium_percent (official USD/KRW basis), premium_pct_usdt (Upbit USDT live rate basis), upbit_krw, binance_usdt, fx_rate. Gap between the two premium values reveals real arbitrage margin after stablecoin conversion costs.

ParametersJSON Schema
NameRequiredDescriptionDefault
symbolNoCrypto symbol to check premium for (e.g., BTC, ETH, XRP)BTC

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true, indicating a safe read operation. The description adds value by disclosing pricing, payment method, and return fields. No contradictions, and it enriches the behavioral context beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description includes useful but somewhat verbose details (pricing, payment, docs link). It is structured with bullet points but could be more concise by moving some payment details elsewhere. Still informative.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one optional parameter), the description is remarkably complete: it explains the concept, lists all return fields, and provides payment and documentation links. No output schema is provided, but the description fully covers return values.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

With 100% schema coverage, the parameter (symbol) is well-documented in the schema. The description only adds an example (BTC) and slight context, but does not significantly enhance meaning beyond what the schema provides.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: retrieving the real-time Kimchi Premium, defined as the price difference between Korean and global exchanges. It provides context (South Korea's trading volume) and distinctively focuses on this specific metric, differentiating it from siblings like get_global_vs_korea_divergence.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description gives context on what the tool returns but does not explicitly state when to use it versus alternatives like get_stablecoin_premium or get_global_vs_korea_divergence. Usage is implied for Kimchi Premium queries, but no exclusions or comparisons are provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kr_news_kpopA
Read-only
Inspect

Korean K-pop news (artists, groups, soloists, comebacks, music releases) aggregated from Naver and translated to English with AI relevance classification. Korean entertainment news often moves global fan markets before English coverage. 5-min cache.

💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

Returns: results[] with title_en + summary_en + source_en plus original Korean (title_kr/source_kr) for verification, published_at, link.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of articles to return (1-10)

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations include readOnlyHint and openWorldHint, and the description adds behavioral details: '5-min cache,' payment info ($0.01 per call, x402 micropayment), and return structure. No contradiction with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is moderately concise, with first sentence stating main purpose, then additional context (caching, payment, docs). Could be slightly more concise but effective overall.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool is simple with one parameter and an output schema exists, the description explains return fields and caching. Payment details are included. No major gaps for a read-only news tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Only one parameter 'limit' with schema description 'Number of articles to return (1-10)' covering 100%. The description adds no further semantics beyond the schema, so baseline score is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states it retrieves Korean K-pop news aggregated from Naver, translated to English, with AI relevance classification, and specifies the types of news (artists, groups, etc.). It distinguishes from sibling tools like get_kr_news_semiconductor and get_kr_news_kpop_summary.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides usage context: 'Korean entertainment news often moves global fan markets before English coverage,' implying when to use for early K-pop news. However, it does not explicitly state when not to use or compare with alternatives like get_kr_news_kpop_summary.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kr_news_kpop_summaryA
Read-only
Inspect

Korean K-pop news plus AI synthesis. Same Naver-aggregated, English-translated articles as get_kr_news_kpop, with an added AI analysis layer: overall_sentiment, key_themes, trending_entities (artists/groups), and a paragraph summary. 5-min cache.

💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

Returns: results[] (translated articles) plus ai_analysis with overall_sentiment, key_themes, trending_entities, summary_en.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of articles to analyze (1-10)

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.8/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already indicate readOnlyHint and openWorldHint. The description adds value by specifying a 5-minute cache, pricing details, payment methods, return structure, and that it uses the same articles as get_kr_news_kpop. No contradictions with annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description has a clear first sentence but includes detailed pricing/payment bullet points that might be better placed elsewhere. It is functional but could be more concise; every sentence earns its place but the payment info is peripheral.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's complexity (AI analysis, multiple return fields) and that an output schema exists, the description covers core functionality, cache, pricing, and return fields. It is sufficiently complete for a single-parameter tool.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100% with the only parameter 'limit' described in the schema. The description does not add extra parameter semantics, but baseline is 3 when schema covers parameters. No additional guidance needed.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool provides Korean K-pop news with an AI analysis layer, listing specific components like overall_sentiment, key_themes, trending_entities, and summary. It explicitly distinguishes itself from the sibling tool get_kr_news_kpop by noting the added AI analysis.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage when AI analysis is desired over raw news, referencing the sibling tool without AI. However, it lacks explicit guidance on when not to use, prerequisites like wallet setup, or alternatives beyond the one sibling.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kr_news_semiconductorA
Read-only
Inspect

Korean semiconductor industry news (Samsung Electronics, SK Hynix, HBM, DRAM/NAND, foundry, AI chips, equipment suppliers) aggregated from Naver and translated to English. Korean chip news leads global semiconductor supply-chain signals. 5-min cache.

💰 Price: $0.02 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

Returns: results[] with title_en + summary_en + source_en plus original Korean (title_kr/source_kr) for verification, published_at, link.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of articles to return (1-10)

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.9/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations provide readOnlyHint (safe read) and openWorldHint. Description adds useful behavioral context: 5-min cache, payment requirements (x402), and output structure. No contradictions. Some omissions like rate limits or error states, but net positive.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

Efficient: two distinct sections (core functionality then payment/docs). Bullet points aid scanning. Could trim payment details into a note, but overall compact and front-loaded.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given output schema exists, return info in description is supplementary, not required. Caching, payment, and source details covered. No output schema details needed. Minor gaps (no error handling) but adequate for complexity.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema covers the single parameter 'limit' fully (description, min, max, default). Description adds no new info beyond that. Baseline 3 is appropriate given 100% schema coverage.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

Clear verb+resource: 'get' 'Korean semiconductor industry news', specifies aggregation source (Naver), translation, and covered topics (Samsung, SK Hynix, etc.). Distinguished from siblings like get_kr_news_kpop and get_kr_news_semiconductor_summary by explicit domain and output detail.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

Implied usage via mention of 'global semiconductor supply-chain signals', but no explicit when-to-use vs. siblings (e.g., summary vs. full news). No exclusions or alternatives given.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kr_news_semiconductor_summaryA
Read-only
Inspect

Korean semiconductor news plus AI market synthesis. Same Naver-aggregated, English-translated articles as get_kr_news_semiconductor, with an added AI layer: overall_sentiment, key_themes, trending_entities, market_signal (bullish/bearish/neutral), and a paragraph summary. 5-min cache.

💰 Price: $0.10 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

Returns: results[] (translated articles) plus ai_analysis with overall_sentiment, key_themes, trending_entities, market_signal, summary_en.

ParametersJSON Schema
NameRequiredDescriptionDefault
limitNoNumber of articles to analyze (1-10)

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A3.8/5.0
Behavior3/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already provide readOnlyHint=true, so the agent knows it's a read operation. The description adds a '5-min cache' behavioral trait, which is useful. Payment details are not behavioral so they don't add to transparency beyond annotations.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness3/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description includes payment information and a docs link, which are not directly about the tool's functionality. While structured, it could be more concise by separating functional from non-functional details.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the tool's simplicity (one parameter, no nested objects, output schema exists), the description covers purpose, sibling differentiation, and cache behavior. It is complete enough for an agent to use correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema has 100% coverage for the single parameter 'limit' with min, max, default, and description. The description does not add additional meaning beyond what the schema provides, so baseline score of 3 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description uses the verb 'get' with resource 'kr_news_semiconductor_summary' and clearly states it returns articles plus AI analysis. It explicitly differentiates from sibling 'get_kr_news_semiconductor' by noting the added AI layer, providing excellent distinction.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description indicates when to use this tool (when AI analysis is desired) versus its sibling (raw articles). It does not include when-not-to-use or alternatives beyond the sibling, but the context is clear.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kr_pricesA
Read-only
Inspect

Get cryptocurrency prices from Korean exchanges (Upbit, Bithumb). Returns KRW-denominated prices, 24h volume, and change rate.

💰 Price: $0.001 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault
symbolNoCrypto symbol to query (e.g., BTC, ETH, XRP)BTC
exchangeNoExchange to query: upbit, bithumb, or allall

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.1/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already declare readOnlyHint=true and openWorldHint=true. The description adds value by specifying the data returned (prices, volume, change) and noting the payment model (x402 micropayment), which is beyond annotations. No contradiction.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured and front-loaded with the tool's core purpose. However, the payment details (cost, client, docs) are extraneous for an AI agent's tool selection, adding unnecessary length.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness4/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given the presence of an output schema (not shown but indicated) and clear annotations, the description provides adequate context for the tool's functionality. The payment info is extra but not detrimental.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, so baseline is 3. The description adds context by listing output fields (prices, volume, change), which indirectly clarifies parameter purposes. It also mentions the payment aspect, but that's not parameter-specific.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool retrieves cryptocurrency prices from specific Korean exchanges (Upbit, Bithumb) and returns KRW-denominated data, including volume and change rate. This verb+resource+scope effectively distinguishes it from sibling tools like get_kimchi_premium or get_fx_rate.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage for querying Korean exchange prices but does not explicitly state when to use versus alternatives (e.g., get_market_read for broader market info). No when-not or exclusion guidance is provided.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_kr_sentimentA
Read-only
Inspect

Korean crypto market sentiment analysis in English. Combines exchange intelligence (189+ tokens premium, warnings, volume spikes) with Korean news context (Coinness Telegram) for AI-powered real-time insights. First-in-world Korean-to-English crypto sentiment API. Returns sentiment label, score (-1 to +1), English report, exchange signals, news context. 1-hour cache.

💰 Price: $0.05 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.2/5.0
Behavior4/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond the readOnlyHint annotation, the description adds meaningful behavioral context: it discloses a 1-hour cache, the cost per call ($0.05 USDC), payment methods (x402 on Base/Polygon/Solana), and a documentation link. This is valuable transparency about operational aspects, though it does not cover rate limits or error behavior.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core description is efficiently written in three sentences, front-loading the purpose and outputs. The additional pricing/payment block is somewhat promotional but includes essential operational information, so it earns its place. Slight overuse of superlatives like 'First-in-world' and 'AI-powered' adds minor fluff.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With zero parameters and an output schema, the description is contextually complete. It covers the tool's purpose, data sources, output structure, cache behavior, cost, and payment method. The documentation link further supplements implementation details, making this a well-rounded description for an AI agent.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The input schema has zero parameters, so the baseline is 4 per the rubric. The description does not need to explain parameters, and any potential semantic meaning is irrelevant since no parameters exist. The description adds no parameter info, but that is fine given the schema's completeness.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's function: Korean crypto market sentiment analysis in English, combining exchange intelligence and Korean news context. It also enumerates specific outputs (sentiment label, score, English report, exchange signals, news context), making its purpose unmistakable and distinguishing it from sibling tools that focus on raw metrics like kimchi premium or price data.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description implies usage context by detailing the combined data sources (exchange intelligence + Korean news) and positioning it as a unique sentiment API, but it does not explicitly specify when to use this tool over alternatives or provide exclusions. There is no mention of sibling tools or conditions that would favor another option.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_market_moversA
Read-only
Inspect

Get Korean market movers: 1-minute price surges/crashes (>1%), volume spikes, and top 20 tokens by trading volume on Upbit. Detects rapid price movements and unusual volume activity in Korean crypto markets. Korean retail activity often leads global price movements — early signal for traders.

💰 Price: $0.01 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Annotations already indicate readOnly and openWorld, but the description adds significant behavioral details beyond them: exact thresholds (1-minute, >1%), the focus on volume spikes and top 20 tokens, and crucially, the monetization (cost per call, payment methods, required x402 SDK). This goes well beyond what annotations provide, with no contradiction.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The core functionality is front-loaded in the first sentence and the following two sentences add useful context. However, the payment metadata (4 lines with emojis) is somewhat verbose and could potentially be condensed or moved to a separate metadata field, though it is structured and informative.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

For a no-param read-only tool with an output schema, the description is comprehensive: it specifies the exchange (Upbit), time window (1-minute), criteria (>1%, volume spikes, top 20), and the monetization model. It fully equips an agent to select and invoke the tool correctly.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has 0 parameters, and the schema coverage is trivially 100%. Per rubric, baseline is 4 for 0-param tools. The description correctly adds no parameter information; it's unnecessary.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool's purpose: 'Get Korean market movers' with precise criteria (1-minute price surges/crashes >1%, volume spikes, top 20 tokens by trading volume on Upbit). This specific verb+resource+metric set distinguishes it from sibling tools like get_kr_prices or get_kimchi_premium.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description provides clear context: 'Korean retail activity often leads global price movements — early signal for traders.' This implies when to use the tool (for early trading signals) but does not explicitly mention alternatives or when not to use it, preventing a 5.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_market_readA
Read-only
Inspect

AI-powered Korean crypto market analysis. Combines Kimchi Premium, stablecoin premium, FX rate, Upbit/Bithumb volume rankings, Binance funding rate, open interest, BTC dominance, and Fear & Greed index. Returns AI-generated signal (BULLISH/BEARISH/NEUTRAL), confidence score, actionable summary, and all raw data.

💰 Price: $0.10 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.7/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

The description adds substantial behavioral context beyond the annotations, including the $0.10 USDC per call cost, x402 payment requirement, supported clients, and documentation URL. It also clarifies the read-only nature by describing outputs rather than side effects, consistent with readOnlyHint and openWorldHint.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness5/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is well-structured, leading with the tool's purpose and then providing concise bullet points for payment, client, and docs. Every sentence adds useful information with no redundancy or filler.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Despite the tool's complexity, the description covers the input (none), the data sources, the output shape, and the commercial/payment requirements. With an output schema present and no parameters, the description fully equips an agent to decide when and how to invoke it.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

The tool has zero parameters, so the schema is complete and there is no parameter ambiguity. The description adds no parameter details, but none are needed, so the baseline of 4 is appropriate.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description clearly states the tool provides AI-powered Korean crypto market analysis by combining multiple indicators, and it explicitly lists the output (BULLISH/BEARISH/NEUTRAL signal, confidence score, summary, raw data). This distinguishes it from sibling tools like get_kimchi_premium or get_fx_rate, which cover individual metrics.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description establishes a clear use case: holistic Korean crypto market analysis with an AI-generated consensus signal. It implies this tool is for when a broad market read is needed rather than individual indicator data, though it does not explicitly name alternative tools or state exclusions.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

get_stablecoin_premiumA
Read-only
Inspect

Get USDT and USDC premium on Korean exchanges vs official USD/KRW rate. Positive premium = capital flowing INTO Korean crypto market. Negative premium = capital flowing OUT. Key indicator of Korean market fund flow direction, separate from Kimchi Premium.

💰 Price: $0.001 USDC per call 💳 Payment: x402 micropayment on Base, Polygon, or Solana 🔧 Client: AgentCash, Pay.sh, or any x402 SDK 📖 Docs: https://api.printmoneylab.com/.well-known/x402

ParametersJSON Schema
NameRequiredDescriptionDefault

No parameters

Output Schema

ParametersJSON Schema
NameRequiredDescription

No output parameters

TDQS

A4.6/5.0
Behavior5/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

Beyond annotations (readOnlyHint, openWorldHint), the description adds critical behavioral traits: payment method (x402 micropayment), supported chains, client SDKs, and a link to documentation. It also explains the economic interpretation of the output.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is informative but includes some extraneous details (e.g., emoji, price/micropayment specifics) that could be streamlined. However, it is well-structured with bullet points and front-loaded with the core purpose.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness5/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given zero parameters and an existing output schema, the description completely explains the tool's purpose, interpretation of results, payment requirements, and references. No gaps remain.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters4/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There are no parameters, so the description naturally adds no parameter info. Baseline of 4 applies as no additional semantic value is needed beyond the schema.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose5/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description explicitly states 'Get USDT and USDC premium on Korean exchanges vs official USD/KRW rate' and distinguishes itself from Kimchi Premium, making the purpose clear and differentiated from siblings like get_kimchi_premium.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines4/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

It explains the indicator's meaning (positive/negative premium indicating capital flow) and separates it from Kimchi Premium, but does not explicitly mention when not to use it or alternative tools.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 6 tool updatesv1.3.4
    • Addedget_global_vs_korea_divergence
    • Addedget_global_vs_korea_divergence_deep
    • Addedget_kr_news_kpop
    • Addedget_kr_news_kpop_summary
    • Addedget_kr_news_semiconductor
    • Addedget_kr_news_semiconductor_summary
  2. 3 tool updatesv0.1.2
    • Changedget_kimchi_premium1 field changed
      • changedInput schema / properties / symbol / description
        Previous value: -"Crypto symbol (e.g., BTC, ETH, XRP, SOL, DOGE)"New value: +"Crypto symbol to check premium for (e.g., BTC, ETH, XRP)"
    • Changedget_kr_prices2 fields changed
      • changedInput schema / properties / exchange / description
        Previous value: -"Exchange to query — 'upbit', 'bithumb', or 'all' for both"New value: +"Exchange to query: upbit, bithumb, or all"
      • changedInput schema / properties / symbol / description
        Previous value: -"Crypto symbol (e.g., BTC, ETH, XRP, SOL, DOGE)"New value: +"Crypto symbol to query (e.g., BTC, ETH, XRP)"
    • Addedget_kr_sentiment
  3. 5 tool updatesv0.1.1
    • Addedget_arbitrage_scanner
    • Addedget_exchange_alerts
    • Changedget_kimchi_premium1 field changed
      • addedInput schema / properties / symbol / description
        Added value: +"Crypto symbol (e.g., BTC, ETH, XRP, SOL, DOGE)"
    • Changedget_kr_prices2 fields changed
      • addedInput schema / properties / exchange / description
        Added value: +"Exchange to query — 'upbit', 'bithumb', or 'all' for both"
      • addedInput schema / properties / symbol / description
        Added value: +"Crypto symbol (e.g., BTC, ETH, XRP, SOL, DOGE)"
    • Addedget_market_movers
  4. 7 tool updatesv0.1.0
    • First observedcheck_health
    • First observedget_available_symbols
    • First observedget_fx_rate
    • First observedget_kimchi_premium
    • First observedget_kr_prices
    • First observedget_market_read
    • First observedget_stablecoin_premium

TDQS

A4.2/5.0

Scored across 17 tools

Disambiguation5/5

Every tool has a clearly distinct purpose, from health check to specific premium types, arbitrage scanning, and separate news categories. No two tools overlap in functionality.

Naming Consistency5/5

All tool names follow a consistent verb_noun snake_case pattern, mostly starting with 'get_', except 'check_health'. The naming is predictable and clear.

Tool Count5/5

17 tools is well-scoped for a comprehensive Korean crypto intelligence service, covering prices, premiums, arbitrage, news, sentiment, and alerts without being overwhelming.

Completeness5/5

The tool set covers the major aspects of Korean crypto market intelligence: prices, multiple premium metrics, arbitrage, market movers, sentiment, alerts, news, and exchange rate. No obvious gaps for its stated purpose.

Maintenance

ActivitySlowing
ResponsivenessUnresponsive

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