Announcements

Build AI-Powered Crypto Trading Bots in Minutes: Token Metrics Partners with Cline for Seamless Crypto API Integration

We're excited to announce a powerful new integration between Token Metrics and Cline bringing together the most advanced crypto API on the market and an AI-native coding environment purpose-built for building and testing AI crypto trading bots.
Token Metrics Team
8 min
MIN

Combine the Best Crypto API with Cline’s AI Coding Environment to Automate Smarter Trades—Faster

The world of crypto development just leveled up.

We're excited to announce a powerful new integration between Token Metrics and Cline (via the Roo Code extension)—bringing together the most advanced crypto API on the market and an AI-native coding environment purpose-built for building and testing crypto trading bots.

This partnership unlocks the ability to rapidly prototype, test, and launch intelligent trading strategies using real-time data from Token Metrics directly inside Cline, making it easier than ever for developers and traders to build in the crypto economy.

In this post, we’ll show you exactly how this works, walk through a working example using the Hyperliquid token, and explain why Token Metrics is the best crypto API to use with Cline for next-gen trading automation.

What Is Cline (Roo Code)?

Cline is an AI-first coding assistant designed to turn ideas into code through conversational prompts. With the Roo Code extension in Visual Studio Code, Cline transforms your IDE into an AI-native environment, allowing you to:

  • Write and debug code using natural language
  • Chain tools and APIs together with zero setup
  • Backtest and optimize strategies within a single flow

By integrating Token Metrics’ cryptocurrency API through its MCP (Multi-Client Protocol) server, developers can access real-time grades, trading signals, quant metrics, and risk insights—all through AI-driven prompts.

This combo of live crypto data and AI-native coding makes Cline one of the fastest ways to build trading bots today.

What Is Token Metrics MCP & API?

The Token Metrics API is the ultimate toolkit for crypto developers. It's a high-performance, developer-focused crypto API that gives you:

  • AI-powered Trader & Investor Grades
  • Buy/Sell Signals for bull/bear market detection
  • Support & Resistance Levels
  • Sentiment Analysis
  • Quantitative Metrics including ROI, performance vs. BTC, and more
  • Full Token Reports & Rankings

These features are now accessible via the MCP server—a gateway that standardizes access to Token Metrics data for AI agents, bots, dashboards, and more.

Whether you’re building a Telegram bot, a trading terminal, or a portfolio optimizer, the Token Metrics MCP setup with Cline makes it seamless.

Step-by-Step: Build a Trading Bot in Cline Using Token Metrics

Here’s a walkthrough of how you can build a complete AI-powered trading bot using Cline and the Token Metrics API.

1. Set Up Your Project in Visual Studio Code

Open VS Code and click “Open Folder.” Name your project something fun—like “Hype Bot.”
Then go to the Extensions tab, search for “Roo Code” (the advanced version of Cline), and install it.

2. Connect to the Token Metrics MCP Server

Once installed:

  • Click the MCP icon in the sidebar.
  • Choose “Edit Global MCP.”
  • Visit the official Token Metrics MCP Instructions and copy the full configuration block.
  • Paste it into your global MCP settings in Cline.

🎉 Now your environment is live, and you’re connected to the best crypto API on the market.

3. Explore the API with a Prompt

Inside Cline, simply prompt:

“Explore the Token Metrics API and analyze the Hyperliquid token.”

In seconds, the agent fetches and returns detailed insights—including investor grade, sentiment shifts, trading volume, and support/resistance levels for Hyperliquid. It even detects patterns not visible on typical trading platforms.

4. Generate a Trading Strategy

Next prompt:

“Create a trading strategy using this data.”

The agent responds with a full Python trading script based on AI signals from the API—complete with buy/sell logic, thresholds, and data pipelines.

5. Run Backtests and Analyze Performance

Cline automatically generates a backtest file and plots a performance chart.

For example:

  • Portfolio grew from $10,000 to $10,600
  • 27 trades, with an 18.5% win rate
  • Maximum drawdown of 14%
  • Realistic insights into risk-adjusted returns

This is real-time data, real code, real results—all built through a few smart prompts.

Why This Partnership Matters

🔗 Natural-Language-Powered Crypto Development

No more hours spent reading docs or integrating messy SDKs. With Cline + Token Metrics, you talk to your agent, and it builds the bot, fetches the data, and runs the strategy.

⚙️ Best-in-Class Crypto Market Intelligence

Token Metrics provides professional-grade market signals used by hedge funds, traders, and analysts. With 80+ metrics per token, it’s the most detailed cryptocurrency API available—now accessible to indie devs and builders via Cline.

⚡ Build, Test, Iterate—Fast

Backtesting, strategy generation, and data access happen within seconds. This drastically cuts time-to-market for MVPs, AI assistants, and algo bots.

Use Cases You Can Build

  • Hype Token Trading Bots – Surf emerging narratives like Memecoins, RWA, or AI.
  • Risk-Managed Portfolios – Adjust exposure based on grades and market phases.
  • Discord/Telegram Bots – Stream top-performing tokens with real-time buy alerts.
  • CEX/DEX Strategy Automation – Monitor performance across centralized and decentralized exchanges.
  • Quant Research Dashboards – Power internal tools with Token Metrics data for investment committees or research teams.

Why Token Metrics Is the Best Crypto API for Cline Developers

  • Built for AI Workflows – Easy to use via prompts, structured for agent consumption.
  • Real-Time Coverage – Stay updated on narrative-driven tokens before they pump.
  • Secure & Scalable – Use API keys, MCP servers, and secure backtest environments.
  • Free to Start – Includes 5,000 free API calls so you can build before committing.

Final Thoughts

The future of building in crypto is agent-driven, data-rich, and fast.

This integration between Token Metrics and Cline proves that with the right tools, anyone can turn an idea into a trading bot in under 10 minutes—using real-time market data, AI-grade analysis, and seamless backtesting in one workflow.

No manual coding. No noise. Just results.

Start building smarter bots today:
👉 Get your API Key on Token Metrics
👉 Install Roo Code and connect Cline

Watch demo here!

Let’s build the next generation of crypto trading together.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

Recent Posts

Research

Trader vs. Investor Grade: How to Use Both for Smarter Crypto Bets

Token Metrics Team
4 min
MIN

Crypto trading success often boils down to timing. But how do you know when to enter — and when to stay long? Token Metrics solves this dilemma with a dual-grade system: Trader Grade and Investor Grade. Each grade serves a different investment goal, and together, they help you make more confident decisions, whether you’re day trading or holding for the long run.

What is the Trader Grade?
The Trader Grade measures short-term momentum. It uses AI to analyze price action, volume trends, technical indicators, and recent sentiment shifts. Scores range from 0 to 100, and a score above 80 signals strong short-term potential.

Use Case:

  • Perfect for swing traders and short-term opportunists.
  • Look for tokens with Trader Grade > 80 for potential breakout trades.
  • Example: Launchcoin had a Trader Grade above 90 before its 35x rally began.

What is the Investor Grade?
The Investor Grade focuses on long-term fundamentals. It’s designed for those who want to hold tokens for months or even years. This grade considers tokenomics, development activity, ecosystem strength, narrative alignment, and long-term price structure.

Use Case:

  • Ideal for long-term portfolio builders.
  • A token with Investor Grade > 80 is a strong candidate for accumulation.
  • AI infrastructure tokens and modular blockchains often rank high here.

Why Use Both?
Most traders fail by only looking at hype or short-term charts. Token Metrics lets you blend data:

  • High Trader Grade + Low Investor Grade? Consider a short-term trade, not a long hold.
  • High Investor Grade + Low Trader Grade? Consider waiting for a better entry point.
  • Both High? Green light for confidence in both entry and long-term performance.

Case Study: Balancing Your Portfolio with Grades
Users can use the dual-grade approach for smarter allocation:

  • 30% of capital to high Trader Grade tokens (short-term plays)
  • 70% to high Investor Grade tokens (long-term holds)

This method helps mitigate risk and improve overall ROI.

Where to Find the Grades
Both grades are displayed prominently across:

  • Token Detail Pages – Real-time grade updates with historical data
  • Market Page Filters – Sort tokens by grade thresholds
  • Portfolio Builder Tool – Automatically selects tokens with strong grades

Tips for Grade-Based Trading

  1. Use Trader Grade for volatile markets or when prices are accelerating.
  2. Use Investor Grade when building positions in strong narratives like AI, DeFi, or infrastructure.
  3. Avoid tokens with both grades below 60 unless you’re making a speculative bet.

Conclusion
Trading without context is gambling. Token Metrics’ Trader and Investor Grades give you a proven framework for assessing both momentum and fundamentals. Whether you’re here for a quick flip or a long-term bet, using the dual-grade system can level up your crypto strategy.

Announcements

Inside the Dashboard: How to Monitor API Key Activity and Monthly Usage in Real Time

Token Metrics Team
5 min
MIN

The power of any great API isn’t just in the data it provides — it’s also in the control, visibility, and accountability it gives developers. That’s why the Token Metrics API Dashboard is more than just a place to generate keys — it’s your real-time command center for monitoring API key usage, managing access, and optimizing performance.

In this article, we’ll explore how to use the Token Metrics API Dashboard to stay in control of your app’s data usage, track request history, and ensure your integrations remain secure and efficient.

📍 Where to Find It

To access the dashboard:

  1. Log in to your Token Metrics account.
  2. Go to: https://app.tokenmetrics.com/en/api
  3. Navigate to the API Keys and API Usage sections.

🔐 View and Manage API Keys

The API Keys section gives you a complete overview of every active key associated with your account. For each key, you’ll see:

  • Key Name: Descriptive labels like "Bot A" or "Staging Server"
  • Created Date: When the key was generated
  • Last Used: Timestamp of the most recent request
  • Status: Active or inactive toggle
  • Actions: Trash icon to instantly delete a key

💡 Why It Matters:

  • Spot unused or stale keys that may pose a security risk
  • Instantly disable or delete a key if it’s compromised
  • Monitor which app or environment is making the most requests

📊 Monitor API Usage in Real-Time

In the Usage Dashboard, Token Metrics gives you deep insights into how your API credits are being used.

Key metrics include:

  • API Calls Graph
    A daily call volume chart so you can identify peaks in usage, anomalies, or unexpected surges.

  • Total Monthly API Calls
    Example:
    8,750 / 20,000
    See how much of your monthly quota you’ve used — and when it resets.

  • Remaining API Credits
    Know exactly how many calls you have left in your current cycle.

  • API Call Statistics Table
    Each row includes:

    • Endpoint accessed (e.g., /trader-grade)
    • Timestamp of the request
    • Status code (200 = success, 401 = unauthorized, etc.)
    • Originating IP address
    • Success/failure response

🔄 Debugging & Insights Made Easy

This dashboard doesn’t just monitor—it helps you debug and optimize.

  • Quickly identify if your integration is repeatedly hitting 400 or 403 errors
  • Check whether a specific key is being overused or underused
  • Pinpoint spikes in usage that may indicate unauthorized access
  • See which endpoints are called most often — and consider caching results

⚠️ Avoid Rate Limit Surprises

If you’re on a Basic or Advanced plan, you’ll have a rate limit (e.g., 1 req/min for free users, up to 600 req/min for VIPs). The dashboard helps ensure you stay within your limits — and scale appropriately when needed.

🚀 Build Better with Transparency

In a production environment, visibility into API activity is critical. With Token Metrics, you’re never flying blind. You always know:

  • Which app is using which key
  • How many credits you’re using
  • When to optimize or upgrade

From security to scaling, the Token Metrics API Dashboard gives you the insight you need to build with clarity and control.

👉 Launch Your API Dashboard Now → tokenmetrics.com/api

Research

Is the Crypto Market Bullish or Bearish? Why 2025 Is the Year of Neutral Momentum

Token Metrics Team
3 min
MIN

The crypto market isn't clearly bullish or bearish in mid-2025 — it's neutral. This article explores why this 'in-between' momentum could signal a maturing market cycle, and what investors should watch for as signals normalize after a sharp $1T rebound in total market cap.

As we navigate through the midpoint of 2025, one question dominates trading desks and Telegram groups alike: Is the crypto market bullish or bearish? Surprisingly, the answer might be neither. Current indicators suggest that we are in a neutral zone — an ambiguous space where the market is no longer surging with euphoric gains but isn’t plunging into panic either.

From January through mid-May, the total crypto market cap has grown from $1 trillion to $2 trillion. This swift rebound signals recovery, but not full-blown optimism. Instead, many analysts — ourselves included — interpret this as a healthy correction and stabilization following intense early-year volatility.

This kind of environment often marks the early stages of a maturing cycle. Unlike the sharp swings we saw in previous bull and bear markets, 2025’s trend suggests more measured growth, driven by fundamentals rather than hype. In other words, the market might finally be learning from its past.

That doesn’t mean the space lacks activity. Sectors like DeFi lending and AI-related tokens continue to gain traction, with significant TVL inflows. Retail interest in meme coins also remains high in select regions. But overall, what we’re seeing is consolidation — not chaos.

In this neutral setting, strategy matters more than sentiment. It's no longer about jumping into trending narratives or panic-selling on dips. Instead, identifying projects with real use cases, sustainable economics, and strong communities has become the foundation of long-term success.

For traders and builders alike, the current landscape offers both challenges and opportunities. Risk-adjusted returns are key, and disciplined portfolio rebalancing could be one of the most underrated strategies right now.

As we continue monitoring market signals, we remain committed to surfacing actionable insights backed by real-time data, not just narratives. Whether the next breakout is weeks or months away, staying informed — and unemotional — may prove to be your best edge.

How Token Metrics Helps in a Neutral Market Environment:

In times of neutral momentum, making profitable crypto decisions becomes more complex — and that's where Token Metrics shines:

  1. Actionable AI Signals:
    Token Metrics scans thousands of tokens daily, using over 80 data points to identify bullish and bearish trends even when market sentiment is flat. This helps users cut through noise and act on real opportunities.
  2. Investor & Trader Grades:
    When hype fades, fundamentals matter. Our proprietary grades evaluate both short-term momentum and long-term viability, helping users discover tokens with staying power — not just temporary pumps.
  3. Smart Rebalancing Alerts:
    In a consolidating market, maintaining the right portfolio mix is crucial. Token Metrics' indices and alerts help users rebalance regularly to lock in gains and minimize downside risks.
  4. Sector-Based Insights:
    With DeFi, AI, and meme coins behaving differently, Token Metrics allows users to dive deep into sector-specific analytics — so you can position ahead of capital flows.
  5. Sentiment & Volume Monitoring:
    Our platform tracks shifts in on-chain activity, social sentiment, and volume trends to spot early signs of market reversals — especially useful when traditional signals stall.

In a market where being early beats being emotional, Token Metrics equips you with the clarity and tools to trade with confidence.

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