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

đź”— 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

  • âś… Built for AI Workflows – Easy to use via prompts, structured for agent consumption.
  • âś… Real-Time Coverage – Stay updated on narrative-driven tokens before they pump.
  • âś… Secure & Scalable – Use API keys, MCP servers, and secure backtest environments.
  • âś… 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

Crypto Basics

Crypto as an Investment: Is It Worth It in 2025?

Token Metrics Team
6 min
MIN

Introduction to Crypto as an Investment

Over the past decade, cryptocurrency has moved from an experimental technology to a mainstream investment asset. What started with Bitcoin as a digital alternative to cash has evolved into a multi-trillion-dollar ecosystem encompassing altcoins, decentralized finance (DeFi), AI-powered tokens, and NFTs.

In 2025, crypto is no longer a fringe idea—it’s an essential consideration for forward-thinking investors. Whether you’re seeking growth, diversification, or a hedge against inflation, crypto offers multiple paths to wealth creation. This article explores why crypto is a valuable investment, how to approach it strategically, and the role of Token Metrics in making data-driven decisions.

Why Consider Crypto as an Investment?

  1. High Return Potential:
    Bitcoin, Ethereum, and many altcoins have delivered outsized returns compared to traditional assets. AI tokens like Token Metrics AI (TMAI) are at the forefront of new growth narratives.

  2. Diversification:
    Adding crypto to your portfolio can reduce overall risk, as it behaves differently from stocks, bonds, or real estate.

  3. Inflation Hedge:
    Bitcoin and select altcoins are increasingly seen as a store of value, protecting wealth against inflation and currency devaluation.

  4. Access to Innovation:
    Investing in crypto gives exposure to blockchain-based innovations like smart contracts, DeFi, and tokenized real-world assets.

Types of Crypto Investments

  • Blue-Chip Cryptos: Bitcoin (BTC) and Ethereum (ETH) remain the pillars of the crypto market.
  • Altcoins: Mid- and small-cap tokens, including AI coins like TMAI, DeFi tokens, and narrative-driven assets.
  • Stablecoins: USDC, USDT, and others for liquidity management and reduced volatility.
  • NFTs and RWAs: Non-fungible tokens and tokenized real-world assets are emerging as alternative investments.

How to Start Investing in Crypto

  1. Set Your Goals:
    Decide whether you’re investing for short-term gains or long-term growth.

  2. Choose Reliable Platforms:
    Use regulated exchanges and AI-powered platforms like Token Metrics for analytics and insights.

  3. Diversify Your Holdings:
    Spread investments across different sectors, avoiding overexposure to one asset type.

  4. Secure Your Assets:
    Invest in hardware wallets and enable two-factor authentication (2FA).

Risks of Investing in Crypto

  • Volatility: Crypto prices can swing dramatically in short periods.
  • Security Concerns: Exchange hacks and phishing scams remain a threat.
  • Regulatory Uncertainty: Governments are still shaping their stance on crypto.
  • Project Failures: Many small-cap projects don’t survive long-term.

Mitigate these risks by conducting thorough research and using Token Metrics AI to assess tokens based on fundamentals, on-chain activity, and market sentiment.

Investment Strategies for 2025

  1. Dollar-Cost Averaging (DCA):
    Invest a fixed amount regularly to smooth out volatility.

  2. Long-Term Holding (HODL):
    Hold assets like Bitcoin, Ethereum, and Token Metrics AI (TMAI) through market cycles.

  3. Narrative Investing:
    Focus on growth sectors like AI, DeFi, and real-world asset tokens to ride early trends.

  4. Staking & Yield Farming:
    Earn passive income on proof-of-stake tokens and DeFi protocols.

The Role of Token Metrics

Token Metrics is a game-changing platform for crypto investors. It provides AI-powered coin ratings, trend analysis, and portfolio management tools. With over 80 data points per token, it helps investors identify undervalued coins and time market entries effectively.

Conclusion

In 2025, crypto remains a compelling investment option for those willing to manage its risks. By leveraging Token Metrics for data-driven insights and combining long-term strategies with diversified holdings, investors can position themselves for strong returns in the evolving digital asset landscape.

Research

Altcoins Investment: A Comprehensive Guide for 2025

Token Metrics Team
6 min
MIN

Introduction to Altcoin Investment

As the cryptocurrency market evolves, altcoins—cryptocurrencies other than Bitcoin—are becoming increasingly central to the digital asset ecosystem. Investing in altcoins can provide opportunities for higher returns, portfolio diversification, and exposure to innovative blockchain technologies.

Unlike Bitcoin, which is primarily seen as digital gold, altcoins serve varied purposes, such as powering decentralized applications, enabling smart contracts, or facilitating cross-border payments. In 2025, altcoin investments are gaining momentum among both retail and institutional investors, offering unique opportunities in emerging sectors like artificial intelligence (AI), decentralized finance (DeFi), and real-world asset tokenization.

What Are Altcoins?

Altcoins are cryptocurrencies designed as alternatives to Bitcoin. They differ in technology, use case, and governance structure, making them essential to a diversified crypto portfolio.

Categories of Altcoins include:

  • Smart Contract Platforms: Examples include Ethereum (ETH), Cardano (ADA), and Solana (SOL), which enable developers to build decentralized applications (dApps).
  • DeFi Tokens: Tokens like Uniswap (UNI) and Aave (AAVE) power decentralized finance ecosystems.
  • AI and Analytics Tokens: Token Metrics AI (TMAI) and Fetch.ai (FET) combine AI with blockchain to deliver insights and autonomous decision-making.
  • Meme Coins: Dogecoin (DOGE) and Shiba Inu (SHIB) often grow based on community support and viral trends.
  • Layer 2 Solutions: Polygon (MATIC) and Arbitrum (ARB) improve scalability for existing blockchains.

By investing in a mix of these categories, investors gain exposure to multiple narratives driving the crypto market forward.

How Altcoin Investment Works

Investing in altcoins involves buying and holding tokens, trading them for profit, or staking them for passive income. The process starts with choosing a reliable cryptocurrency exchange, creating a secure wallet, and identifying which tokens fit your portfolio strategy.

Key steps for altcoin investment:

  1. Research & Analysis: Use AI-driven platforms like Token Metrics to analyze project fundamentals, on-chain activity, and sentiment.
  2. Portfolio Allocation: Decide on a mix of large-cap, mid-cap, and small-cap tokens based on risk tolerance.
  3. Execution & Management: Monitor performance regularly and rebalance holdings to align with market conditions.

Benefits of Investing in Altcoins

1. Higher Growth Potential:
Altcoins often outperform Bitcoin during bull markets. Projects in sectors like AI, DeFi, and NFTs can yield outsized returns when demand surges.

2. Diversification:
Altcoins provide exposure to multiple sectors, reducing reliance on Bitcoin’s price movements.

3. Innovation:
Many altcoins drive technological breakthroughs in blockchain scalability, privacy, and decentralized governance.

4. Passive Income Opportunities:
Through staking and yield farming, investors can earn consistent returns on altcoin holdings.

Risks of Altcoin Investment

While altcoins can deliver impressive gains, they also carry significant risks:

  • High Volatility: Prices can fluctuate sharply, leading to rapid gains or losses.
  • Project Failures: Some tokens lack strong fundamentals, increasing the risk of collapse.
  • Security Threats: Hacks and smart contract exploits remain a concern in DeFi ecosystems.
  • Regulatory Uncertainty: Governments worldwide are developing frameworks that may impact certain projects.

Mitigating these risks involves thorough research, diversification, and using analytics tools to assess project viability.

Altcoin Investment vs. Bitcoin Investment

Bitcoin is considered a store of value, while altcoins offer greater utility and innovation. Here’s how they compare:

  • Volatility: Altcoins are more volatile but present higher growth potential.
  • Use Case: Bitcoin’s primary function is as a digital currency and hedge; altcoins cater to smart contracts, DeFi, AI, and more.
  • Portfolio Role: While Bitcoin provides stability, altcoins enhance diversification and upside exposure.

A balanced strategy typically includes Bitcoin for security and altcoins for growth.

Strategies for Successful Altcoin Investing

  1. Long-Term Holding (HODL):
    Invest in fundamentally strong projects and hold through market cycles.

  2. Swing Trading:
    Capitalize on price volatility by buying low and selling high over short- to mid-term periods.

  3. Narrative Investing:
    Focus on sectors driving crypto growth—AI coins, DeFi protocols, and real-world asset tokens—to ride market narratives early.

  4. Staking & Yield Farming:
    Earn passive income by participating in DeFi protocols and securing proof-of-stake networks.

Security Measures for Altcoin Investors

Investing securely in altcoins requires:

  • Cold Wallet Storage: Keep your holdings in hardware wallets to prevent hacks.
  • Two-Factor Authentication (2FA): Add extra security layers to exchange accounts.
  • Smart Contract Audits: Verify that DeFi projects you invest in have undergone reputable audits.
  • Diversified Platforms: Avoid concentrating funds in one exchange or wallet.

Regulatory Considerations

Altcoins often face different regulatory classifications than Bitcoin, especially tokens associated with securities or DeFi platforms. In 2025, governments are increasingly requiring Know Your Customer (KYC) and Anti-Money Laundering (AML) compliance for crypto platforms.

Investors should ensure they use regulated exchanges and stay informed about local laws affecting altcoin trading.

How to Choose the Right Altcoins

When selecting altcoins to invest in:

  • Check Market Cap & Liquidity: Ensure sufficient trading volume.
  • Evaluate the Team & Roadmap: Strong leadership and clear milestones indicate long-term potential.
  • Monitor On-Chain Metrics: Active wallets, transactions, and developer activity signal adoption.
  • Leverage AI Analytics: Use Token Metrics AI to get data-driven coin ratings and insights.

The Future of Altcoin Investment

In 2025, altcoins are poised to play a transformative role in finance, AI integration, and global blockchain adoption. Tokens tied to AI analytics, DeFi platforms, and real-world assets are expected to lead the next wave of growth.

Conclusion

Altcoin investment is more than a high-risk gamble—it’s a way to participate in the future of digital finance. By understanding altcoins’ categories, benefits, risks, and strategies, investors can make informed decisions and unlock substantial growth opportunities.

With the right tools, like AI-powered analytics from Token Metrics, and a disciplined approach, altcoins can become a cornerstone of a well-balanced crypto portfolio in 2025 and beyond.

Crypto Basics

Crypto HODL: The Long-Term Investment Strategy for Building Wealth in 2025

Token Metrics Team
6 min
MIN

Introduction to HODL

If you’ve spent any time in cryptocurrency communities, you’ve likely seen the term HODL. Originally a misspelling of “hold” on an online Bitcoin forum in 2013, HODL has become much more than a typo—it’s now a core investment philosophy for crypto enthusiasts worldwide.

In 2025, HODLing remains one of the most effective long-term strategies for building wealth in cryptocurrency. By holding onto fundamentally strong assets through market volatility, investors can capture long-term gains while avoiding emotional, short-term trading mistakes. This article explores what HODLing means, why it works, the best assets to HODL, and how platforms like Token Metrics can help optimize your strategy.

What Does HODL Mean?

HODL means buying and holding cryptocurrency for an extended period, regardless of short-term price fluctuations. Unlike traders who attempt to time the market, HODLers adopt a long-term mindset, trusting that the value of quality assets will increase over time.

This strategy is rooted in the belief that blockchain technology and digital assets are here to stay, and that short-term market noise shouldn’t derail long-term conviction.

The Psychology Behind HODLing

Crypto markets are notoriously volatile, with sudden price swings that can lead to emotional decision-making. HODLing combats this by:

  • Avoiding Panic Selling: Reducing the risk of selling at a loss during downturns.
  • Maintaining Discipline: Encouraging investors to stick to their long-term plans.
  • Embracing Market Cycles: Understanding that crypto goes through bull and bear phases, but strong assets tend to recover and grow over time.

By committing to HODLing, investors can overcome emotional biases and stay focused on their long-term goals.

Why HODL Works in 2025

  1. Capturing Long-Term Gains:
    Historically, assets like Bitcoin and Ethereum have rewarded long-term holders with substantial returns, despite short-term volatility.

  2. Lower Trading Costs:
    By minimizing active trading, HODLers save on transaction fees and reduce tax implications from frequent trades.

  3. Compounding Growth:
    Holding allows you to benefit from price appreciation and participate in opportunities like staking or earning yield on your crypto.

  4. Simplicity:
    HODLing is straightforward—buy quality assets, store them securely, and wait.

Best Cryptocurrencies to HODL in 2025

While any coin can be HODLed, the best long-term candidates are projects with strong fundamentals, proven track records, and growing ecosystems:

  • Bitcoin (BTC):
    Known as digital gold, Bitcoin remains the most secure and widely adopted cryptocurrency, making it a cornerstone of any HODL portfolio.

‍

  • Ethereum (ETH):
    As the leading smart contract platform, Ethereum powers thousands of decentralized applications and remains a dominant force in DeFi and NFTs.

‍

  • Token Metrics AI (TMAI):
    An innovative AI-driven analytics token that combines blockchain and artificial intelligence, helping investors make smarter decisions.

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These coins offer long-term growth potential, making them excellent candidates for a HODL strategy.

How to Build a Successful HODL Strategy

  1. Do Your Research:
    Focus on coins with real-world utility, active development teams, and strong communities.

  2. Diversify Your Holdings:
    Don’t put all your funds into one asset. Balance between large-cap (BTC, ETH) and emerging tokens (AI coins, Layer 2 solutions).

  3. Use Token Metrics for Insights:
    Leverage AI-powered analytics to evaluate assets, get coin ratings, and track portfolio performance. Token Metrics provides data on over 80 key metrics per token, helping you choose the right assets to HODL.

  4. Secure Your Assets:
    Use hardware wallets for long-term storage and enable two-factor authentication (2FA) on exchange accounts.

  5. Rebalance Periodically:
    While HODLing implies holding for the long term, periodic rebalancing ensures your portfolio remains aligned with your investment goals.

HODLing vs. Active Trading

While active trading can generate quick profits, it also comes with higher risks and costs. Here’s how HODLing compares:

  • Less Stressful: You’re not glued to charts or reacting to every market dip.
  • Lower Fees: Fewer transactions mean reduced trading costs.
  • Higher Long-Term Success: Most active traders underperform long-term HODLers over extended periods.

Platforms like Token Metrics can complement both approaches by providing trading signals and long-term portfolio analytics, helping you decide when (and if) you should adjust your positions.

Risks of HODLing

While HODLing is effective, it’s not without challenges:

  • Extended Bear Markets: Prices may stay low for months or years.
  • Project Failures: Some tokens may not survive long term, making research critical.
  • Opportunity Cost: Holding may cause you to miss out on short-term trading opportunities.

To mitigate these risks, rely on data-driven tools like Token Metrics to ensure you’re holding the right mix of assets.

The Role of Token Metrics in HODLing

Token Metrics is a powerful platform for long-term crypto investors, providing:

  • AI-Driven Coin Ratings: Helping you identify which assets are worth holding.
  • Trend Analysis: Detecting when market conditions shift.
  • Portfolio Optimization: Offering insights to keep your HODL strategy on track.

By leveraging AI analytics, Token Metrics makes HODLing smarter, ensuring you’re invested in assets with strong fundamentals and growth potential.

Practical Tips for HODLers

  • Start with Blue Chips: Build a foundation with Bitcoin and Ethereum.
  • Add Growth Assets: Include promising altcoins like TMAI and Layer 2 scaling tokens.
  • Ignore Market Noise: Stay focused on the big picture.
  • Set Clear Goals: Define your time horizon and risk tolerance.
  • Stay Informed: Use platforms like Token Metrics to monitor your portfolio and adjust as needed.

Conclusion

HODLing isn’t just a meme—it’s a time-tested strategy for building wealth in crypto. By holding onto fundamentally strong assets, you can capture long-term growth while avoiding the emotional traps of active trading.

In 2025, pairing HODLing with AI-powered insights from Token Metrics gives you an edge—helping you select the right assets, manage risk, and stay committed to your investment plan. Whether you’re a beginner or a seasoned investor, HODLing remains one of the simplest and most effective ways to build wealth in the dynamic world of cryptocurrency.

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