Research

Explore Free Crypto Trading Bot Templates & GitHub Resources

Explore the best open-source crypto trading bot templates on GitHub, learn how to use them safely, and discover top automation resources for research and developing trading strategies.
Token Metrics Team
6
MIN

Automated trading is transforming the crypto landscape—expediting strategies and reducing manual intervention. Whether you're a developer, researcher, or an enthusiastic learner, free crypto trading bot templates offer a hands-on way to explore algorithmic trading without steep costs. Thanks to generous contributors on GitHub, a wealth of open-source crypto bot projects are available for anyone looking to accelerate their learning and experiment with automation.

Introduction: Why Explore Free Crypto Trading Bots?

The allure of algorithmic trading isn't just reserved for hedge funds or large trading desks. With the rise of free crypto trading bot templates, a broad audience can now experiment with market analysis, automation, and even basic forms of AI-driven strategies. Crypto bot GitHub repositories range from simple starter scripts to sophisticated frameworks capable of complex quantitative analysis. For crypto enthusiasts, these bots serve as valuable tools to:

  • Backtest trading strategies on historical data
  • Learn coding fundamentals relevant to trading
  • Understand common risks and mitigation measures in automated markets
  • Benchmark and compare trading models using open source tools

However, it’s essential to remember that most open-source bots, while educational, are not plug-and-play solutions for live, unsupervised trading. Their main value lies in experimentation, research, and skills development rather than profit guarantees.

Must-See GitHub Repositories for Crypto Bot Templates

Numerous GitHub repositories have become go-to resources for those seeking free crypto trading bot solutions. Here are some of the most notable options for developers of all skill levels:

  • CCXT: Not a bot itself, but a widely used library that lets you access dozens of crypto exchange APIs. It's the backbone of many other open-source bots.
  • Freqtrade: A popular, extensible and well-documented Python crypto bot with strong backtesting, custom strategy, and paper trading support.
  • Freqtrade-Strategies: A curated library of community-made trading algorithms to plug directly into Freqtrade.
  • Zenbot: A lightweight, advanced trading bot that supports multiple assets, market making, paper/live trading, and technical indicator plugins.
  • Zenbot Strategies: Modular strategies for Zenbot for those who want to skip the coding and focus on testing ideas.
  • Crypto Trading Bot (Haehnchen): Simple modular crypto bot written in PHP, supporting basic long/short signals and basic TA indicators.
  • Python Bittrex Websocket: Ideal for learning about websockets and real-time crypto data feeds. Not a full bot, but a key component in custom projects.

Always review each project’s documentation and security model before deploying or connecting to live funds.

Understanding How These Bots Work

Most open-source crypto trading bot templates follow a similar architecture:

  1. Data Acquisition: Using API connectors (e.g., CCXT) to fetch real-time market data, prices, and order book snapshots from exchanges.
  2. Strategy Execution: Algorithms analyze incoming data to make buy/sell/hold decisions, often driven by technical indicators or basic rule-based setups.
  3. Order Management: Bots send orders to the exchange via APIs, track fills, and update their internal state accordingly.
  4. Logging and Risk Controls: Quality bots integrate trade logs, error handling, stop-losses, and paper trading features to minimize risk during development.

More advanced templates even support plug-and-play AI or ML modules, leveraging frameworks like TensorFlow or PyTorch for data-driven strategy testing. However, for most beginners, starting with backtesting and moving to live simulation using paper trading is a safer path.

How to Get Started Using a Free Crypto Bot from GitHub

Jumping into crypto bot development is surprisingly accessible—even for those without a formal developer background. Here are the basic steps for getting started:

  • Choose a Project: Identify a well-maintained bot template that matches your skills and goals. Check stars, forks, and recent updates on GitHub.
  • Prepare Your Environment: Install Python (or the relevant language), dependencies (listed in requirements.txt or package.json), and set up a paper trading environment if possible.
  • Review and Configure: Thoroughly read the documentation. Adjust configuration files to select trading pairs, exchanges, amounts, and risk controls.
  • Test with Paper Trading: Always test extensively with simulated funds. Observe logs and system behavior over days or weeks before connecting any live keys.
  • Research and Improve: Use analytics tools provided by the bot or combine trading logs with platforms such as Token Metrics to gain further insights into your strategies.

Community forums and project Discords can also provide invaluable troubleshooting support.

Security and Risk Considerations

Because free crypto trading bots require exchange API keys, it’s critical to understand best practices and inherent risks:

  • API Permission Structure: Generate API keys with withdrawal permissions disabled unless absolutely necessary. Most bots only require trading and information access.
  • Credential Storage: Avoid embedding credentials in the bot’s source code. Use environment variables or secure secrets management tools.
  • Review Source Code: Inspect or audit code from any bot you intend to use, especially if connecting to exchanges with real funds.
  • Regular Updates: Monitor repositories for security patches and update libraries to prevent vulnerabilities.
  • Understand Limits: Many free bots are not optimized for high-frequency, high-volume, or institutional strategies, and may have connectivity or rate limit issues.

These practices safeguard both your assets and your personal data while experimenting with crypto trading automation.

Enhance Your Trading with Token Metrics

Token Metrics offers real-time prices, trading signals, and on-chain insights to help you make informed decisions. Start Trading Smarter Today

FAQ: Common Questions About Free Crypto Trading Bot GitHub

Are these free crypto trading bots safe to use?

Safety depends on the code quality, maintenance, and how you handle API keys. Always test with paper trading, use limited API permissions, and review the codebase for security issues before any real usage.

Do I need to know programming to use these bots?

Basic familiarity with programming and your chosen language (often Python or JavaScript) is very helpful. Some projects offer easy-to-use config files, but customizing strategies usually requires code changes.

Which exchanges are supported by most crypto trading bots?

Popular open-source bots often support major exchanges like Binance, Coinbase Pro, KuCoin, and Kraken via libraries like CCXT. Always check each bot’s documentation for up-to-date exchange compatibility.

Can these bots be used for live trading?

Many free crypto trading bots allow live trading, but it's strongly recommended to start with paper trading mode and proceed cautiously. Ensure security measures are implemented, and always monitor live bots actively.

How can Token Metrics support strategy research?

Token Metrics provides AI-powered ratings, on-chain analytics, and backtesting tools that can help you evaluate and refine your algorithmic trading ideas across different crypto assets.

Disclaimer

This content is for educational and informational purposes only. It does not constitute investment advice, financial recommendations, or endorsements of any project or protocol. Always exercise caution and conduct your own research when using open-source trading bots or engaging in automated crypto trading.

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Recent Posts

Crypto Basics

Which Cryptocurrency Exchange Should I Use? A 2025 Guide for Smart Trading

Token Metrics Team
6 min
MIN

Introduction: Why Choosing the Right Exchange Matters

In 2025, cryptocurrency trading is more accessible than ever, with hundreds of exchanges competing for your attention. But choosing the right exchange can make the difference between a smooth, profitable trading experience and one full of unnecessary risks, high fees, or limited features.

If you’re asking “Which cryptocurrency exchange should I use?”, this guide will help you compare the top platforms and explain how Token Metrics — the leading AI‑powered crypto analysis, research, and trading platform — can help you trade smarter no matter which exchange you choose.

Types of Cryptocurrency Exchanges

Before selecting an exchange, it’s important to understand your options:

1. Centralized Exchanges (CEXs):

  • Examples: Coinbase, Binance, Kraken, KuCoin
  • Pros: Easy to use, high liquidity, fiat on‑ramps.
  • Cons: Custodial (they hold your crypto), may require KYC (identity verification).

2. Decentralized Exchanges (DEXs):

  • Examples: Uniswap, SushiSwap, PancakeSwap
  • Pros: No intermediaries, you control your funds.
  • Cons: Requires a crypto wallet, higher learning curve, sometimes lower liquidity.

3. Hybrid Exchanges:

  • Combine the ease of CEXs with decentralization features (e.g., dYdX for derivatives).

Pro Tip: Beginners usually start with a trusted CEX, then gradually explore DEXs for more control and advanced opportunities.

Top Cryptocurrency Exchanges in 2025

Here are some of the leading exchanges to consider:

1. Coinbase — Best for Beginners

  • Why Use It: User‑friendly interface, strong security, regulated in multiple jurisdictions.
  • Best For: Buying crypto with fiat, basic spot trading.
  • Downside: Higher fees compared to other platforms.

2. Binance — Best for Global Traders

  • Why Use It: Low fees, extensive crypto listings, advanced trading features (futures, options).
  • Best For: Traders who want access to a wide range of coins and features.
  • Downside: Regulatory restrictions in some regions.

3. Kraken — Best for Security

  • Why Use It: Excellent reputation for security and transparency, futures trading available.
  • Best For: U.S. traders and those prioritizing safe trading.
  • Downside: Fewer listed altcoins compared to Binance.

4. Uniswap — Best Decentralized Option

  • Why Use It: Fully decentralized, thousands of tokens available.
  • Best For: Accessing early‑stage or niche tokens.
  • Downside: Requires a crypto wallet and understanding of Ethereum gas fees.

How to Choose the Best Exchange for You

When deciding which platform to use, consider:

  • Your Experience Level: Beginners might prefer Coinbase, while experienced traders may like Binance or DEXs.
  • Supported Tokens: Make sure your preferred coins are listed.
  • Trading Features: Do you need futures, staking, or DeFi access?
  • Fees & Limits: Check transaction costs and withdrawal fees.
  • Security: Look for exchanges with a strong track record and insurance options.

But What If You Could Trade Smarter on ANY Exchange?

Choosing an exchange is just the first step. To maximize profits, you need data‑driven insights, trend detection, and portfolio strategies — that’s where Token Metrics comes in.

Why Token Metrics Is Essential for Traders in 2025

No matter which exchange you choose, Token Metrics empowers you to trade smarter with AI‑powered crypto analysis, research, and trading tools.

Here’s how:

  • AI‑Generated Coin Ratings: Analyze over 80 data points per token (fundamentals, technicals, sentiment, on‑chain activity).
  • Narrative Detection: Identify emerging market narratives (AI coins, DeFi 2.0, Layer 2 scaling) before they trend.
  • Portfolio Optimization: Build a custom trading portfolio aligned with your risk tolerance and goals.
  • Real‑Time Alerts: Get notified when coins hit your target prices or show bullish/bearish momentum.
  • Exchange‑Agnostic Tools: Use Token Metrics to guide trading decisions on Coinbase, Binance, Uniswap, and more.

In short: Token Metrics isn’t an exchange — it’s your personal AI crypto research assistant.

Example: Using Token Metrics + Your Exchange

Let’s say you trade on Binance:

  1. Research with Token Metrics: Identify high‑potential coins based on AI ratings.
  2. Monitor Narratives: Spot trending sectors (e.g., AI tokens) with real‑time updates.
  3. Optimize Your Portfolio: Adjust allocations based on AI‑driven insights.
  4. Execute Trades: Use Binance for execution, guided by data from Token Metrics.

This combination lets you trade like a pro without guesswork.

Security Tip: Keep Your Crypto Safe

No matter which exchange you choose:

  • Enable 2FA: Protect your accounts from unauthorized access.
  • Use Hardware Wallets: Store long‑term holdings offline (Ledger, Trezor).
  • Don’t Leave All Funds on an Exchange: Exchanges can be targets for hacks.

Beginner Mistakes to Avoid

  • Choosing an exchange based only on hype: Always prioritize security and features over popularity.
  • Ignoring fees: Small transaction costs can add up.
  • Not using analytics tools: Trading without research increases risk — use Token Metrics to make informed decisions.

Conclusion

So, which cryptocurrency exchange should you use?

  • If you’re a beginner, Coinbase offers simplicity.
  • If you’re an active trader, Binance provides the most features.
  • If you want decentralization, Uniswap is a top choice.

But remember — the exchange is only part of the equation.

To trade profitably in 2025, pair your chosen exchange with Token Metrics — the ultimate AI‑powered crypto research, analysis, and trading platform.

Whether you’re buying your first Bitcoin or trading advanced altcoins, Token Metrics helps you cut through noise, detect trends early, and make smarter, data‑driven decisions.

Crypto Basics

How Do I Start Trading Cryptocurrency? A Beginner’s Guide for 2025

Token Metrics Team
8 min
MIN

Introduction: Why Crypto Trading Is Worth Exploring

Cryptocurrency trading has grown from a niche activity into a global financial revolution, with billions traded daily across thousands of digital assets. In 2025, crypto trading isn’t just about buying Bitcoin—it’s a sophisticated market with opportunities in altcoins, AI tokens, DeFi protocols, and more.

But getting started can be overwhelming. If you’re asking, “How do I start trading cryptocurrency?”, this guide will walk you through everything—from setting up accounts to using AI‑powered tools like Token Metrics to trade smarter.

Step 1: Understand the Basics of Cryptocurrency

Before you trade, you need to understand what you’re trading.

  • Cryptocurrencies: Digital assets like Bitcoin (BTC) and Ether (ETH) used for payments, smart contracts, and value storage.
  • Altcoins: Alternative coins (e.g., Token Metrics AI (TMAI), Polygon (MATIC)) offering different use cases.
  • Stablecoins: Pegged to fiat (e.g., USDC) for lower volatility.
  • DeFi & NFTs: Tokens linked to decentralized finance apps and digital collectibles.

Pro Tip: Use Token Metrics’ coin ratings to evaluate projects based on fundamentals, technicals, and on‑chain data.

Step 2: Choose a Reliable Crypto Exchange

To start trading, you’ll need an account on a crypto exchange.

Centralized Exchanges (CEXs):

  • Examples: Coinbase, Binance, Kraken.
  • Pros: Beginner‑friendly, high liquidity.
  • Cons: Custodial (exchange controls your funds).

Decentralized Exchanges (DEXs):

  • Examples: Uniswap, SushiSwap.
  • Pros: No middlemen, full control over assets.
  • Cons: Requires a wallet and understanding of smart contracts.

Pro Tip: Start with a reputable CEX, then gradually explore DEXs as you gain experience.

Step 3: Set Up a Secure Wallet

A wallet stores your crypto securely.

  • Hot Wallets (e.g., MetaMask): Connected to the internet, easy to use, but less secure.
  • Cold Wallets (e.g., Ledger, Trezor): Offline hardware devices, ideal for long‑term storage.

‍

Rule of Thumb:

  • Keep trading funds on an exchange.
  • Move long‑term holdings to a cold wallet.

Step 4: Fund Your Account

To trade, you’ll need to deposit money:

  • Fiat On‑Ramp: Use bank transfers or cards to buy crypto directly on exchanges.
  • Peer‑to‑Peer (P2P): Purchase crypto directly from other users.

Pro Tip: Always use verified exchanges to avoid scams.

Step 5: Learn Basic Trading Types

Crypto trading isn’t just buying and holding. Common strategies include:

  • Spot Trading: Buy and sell crypto at market price.
  • Futures & Margin Trading: Trade with leverage (advanced, high risk).
  • Swing Trading: Hold for days or weeks to capitalize on price swings.
  • Scalping: Make multiple small trades throughout the day.

Pro Tip: Start with spot trading before exploring advanced strategies.

Step 6: Analyze the Market

Trading requires informed decisions, not guesses.

Types of Analysis:

  • Fundamental Analysis: Study project teams, technology, tokenomics.
  • Technical Analysis: Use price charts, indicators (e.g., RSI, MACD) to predict trends.
  • On‑Chain Analysis: Examine blockchain activity—wallet movements, developer engagement.

Token Metrics simplifies this with AI‑powered coin ratings, narrative detection, and real‑time analytics.

Step 7: Start Small

Crypto is volatile. Start with a small allocation (1–5% of your portfolio) while you learn the ropes.

Golden Rule:
Never invest money you can’t afford to lose.

Step 8: Manage Risk

Risk management is critical for long‑term success.

  • Use Stop‑Loss Orders: Automatically exit losing positions.
  • Take Profits Gradually: Lock in gains at target levels.
  • Diversify: Don’t put all your funds in one coin.
  • Keep Stablecoins: Use them to hedge during market downturns.

Pro Tip: Token Metrics’ portfolio optimizer can help balance risk and return.

Step 9: Develop a Trading Plan

Don’t trade emotionally. Create a plan that includes:

  • Entry & Exit Points: Define when to buy and sell.
  • Profit Targets: Set clear goals for each trade.
  • Time Horizon: Are you day trading or long‑term investing?

AI‑powered tools like Token Metrics can automate alerts for your planned price levels.

Step 10: Stay Informed

The crypto market moves fast. Keep learning:

  • Follow News & Regulations: Stay updated on global crypto policies.
  • Track Narratives: Use Token Metrics to spot emerging trends like AI tokens or DeFi 2.0.
  • Engage with Communities: Join crypto forums, Twitter spaces, and Discord groups.

Beginner Mistakes to Avoid

  • FOMO Buying: Don’t chase coins after big pumps
  • Overleveraging: Avoid high leverage until you gain experience.
  • Ignoring Security: Always enable 2FA and use secure wallets.
  • No Exit Plan: Define profit targets before entering trades.

How AI Makes Trading Easier

Trading doesn’t have to be guesswork. AI platforms like Token Metrics help by:

  • Generating Coin Ratings: Evaluating over 80 data points per token.
  • Detecting Narratives Early: Finding trends before they explode.
  • Portfolio Optimization: Suggesting ideal allocations for your goals.
  • Real‑Time Alerts: Notifying you when coins hit your targets.

With AI, even beginners can trade like seasoned professionals.

Conclusion

Starting your crypto trading journey in 2025 is easier than ever — but success requires planning, discipline, and the right tools.

By choosing a reliable exchange, using secure wallets, starting small, and leveraging AI‑driven insights from Token Metrics, you can confidently navigate the crypto market and turn trading into a profitable venture.

In crypto, knowledge is power — and in 2025, AI‑powered knowledge is the ultimate advantage.

Research

Top Strategies for Managing Crypto Risk in 2025: Stay Profitable in a Volatile Market

Token Metrics Team
8 min
MIN

Introduction: Why Risk Management Matters More Than Ever

Cryptocurrency has always been volatile, but in 2025, the stakes are even higher. With billions flowing into AI‑driven tokens, real‑world asset (RWA) projects, DeFi protocols, and meme coins, the crypto market is more complex than ever.

While the potential for profits is enormous, so are the risks. Poor risk management can quickly turn promising portfolios into catastrophic losses. To succeed, you need structured strategies and AI‑powered insights from platforms like Token Metrics to help you make smarter, data‑driven decisions.

This guide explores the top strategies for managing crypto risk in 2025 — helping you stay profitable even in turbulent markets.

1. Diversify Across Assets and Narratives

Don’t put all your crypto in one basket.

Diversification reduces your exposure to individual asset failures. In 2025, this means spreading across:

  • Large‑Caps (e.g., BTC, ETH): Lower risk and strong liquidity.
  • Mid‑Caps (e.g., Polygon, Arbitrum): Balanced growth potential.
  • Small‑Caps (e.g., Token Metrics AI (TMAI)): High‑risk, high‑reward narrative plays.
  • Stablecoins (e.g., USDC): For liquidity and hedging against market crashes.

Pro Tip: Use Token Metrics’ portfolio optimization tool to create a diversified, AI‑recommended allocation aligned with your risk tolerance.

2. Set Clear Position Sizes

Position sizing determines how much of your portfolio is allocated to a single asset.

Key Rule: Never risk more than you’re willing to lose.

  • Allocate smaller percentages to volatile small‑caps and larger percentages to proven, stable coins.
  • Adjust sizing based on AI‑driven asset ratings from Token Metrics, which score coins by fundamentals and risk factors.

3. Use Stop‑Loss and Take‑Profit Orders

Crypto markets move fast — sometimes too fast for manual reactions.

Stop‑Loss Orders:

  • Automatically sell assets when they drop to a pre‑set level, limiting downside losses.

Take‑Profit Orders:

  • Lock in gains when a token hits your target price, avoiding the “ride it back down” mistake.

Why It Works: These orders enforce discipline, removing emotional decision‑making from the equation.

4. Hedge with Stablecoins

Stablecoins like USDC and USDT are essential for risk management.

  • Protect against sudden market drops by keeping 5–15% of your portfolio in stablecoins.
  • Use stablecoins for buying dips without needing to sell other holdings at a loss.

Platforms like Token Metrics help track the optimal balance between stablecoins and risk assets for your portfolio.

5. Manage Leverage Carefully

Leverage amplifies both gains and losses.

  • Avoid over‑leveraging in a volatile market.
  • If using leverage, keep it low (1–3x) and apply strict stop‑loss rules.

AI‑powered insights from Token Metrics can help you assess volatility before taking leveraged positions.

6. Use Dollar‑Cost Averaging (DCA)

DCA means investing a fixed amount regularly, regardless of price.

  • Helps smooth out volatility by buying over time.
  • Reduces emotional trading decisions.

Pairing DCA with Token Metrics’ trend analysis ensures you’re accumulating assets with strong AI‑verified fundamentals.

7. Actively Rebalance Your Portfolio

Markets shift quickly. Rebalancing keeps your portfolio aligned with your goals.

Rebalance when:

  • An asset grows disproportionately large.
  • AI‑driven insights suggest a narrative is weakening.

Token Metrics’ portfolio tracker helps monitor your allocations and signals when adjustments are needed.

8. Stay Ahead of Market Narratives

Narratives drive capital flows in crypto — AI tokens, DeFi 2.0, RWAs, and more are shaping 2025.

Why It Matters:

  • Early identification of narratives allows you to capitalize on growth sectors.
  • Exiting fading narratives reduces losses from declining trends.

Token Metrics’ narrative detection tools help you spot these shifts early.

9. Secure Your Assets

Even the best portfolio is useless if it’s hacked.

  • Use hardware wallets (e.g., Ledger, Trezor) for long‑term storage.
  • Enable two‑factor authentication (2FA) on all exchange accounts.
  • Avoid storing large sums on centralized exchanges.

10. Stay Informed

Crypto moves at lightning speed. Staying informed reduces surprises:

  • Follow regulatory updates: Rules are evolving globally in 2025.
  • Track on‑chain data: Use Token Metrics to monitor wallet activity, token burns, and developer engagement.
  • Join crypto communities: Gain insights from experienced traders and analysts.

Practical Example: A Risk‑Managed Portfolio for 2025

  • 40% Bitcoin & Ethereum: Stability and staking income.
  • 30% Narrative‑Driven Assets: AI tokens like TMAI, Layer 2 solutions, and DeFi protocols.
  • 15% Stablecoins: Hedge against volatility and provide liquidity.
  • 10% Yield‑Generating Assets: Staking and liquidity pools.
  • 5% High‑Risk Plays: Speculative small‑caps or meme tokens.

‍

This portfolio balances security, growth, and liquidity.

Common Risk Management Mistakes

  • Overexposure to hype tokens: Avoid allocating heavily to meme coins.
  • Ignoring exit strategies: Always have profit targets.
  • Emotional trading: Stick to AI‑guided data, not fear or FOMO.

Conclusion

Managing risk in crypto isn’t about avoiding volatility — it’s about embracing it intelligently.

By combining diversification, automated trading tools, hedging, and AI‑driven insights from Token Metrics, you can protect your capital and position yourself for consistent growth in 2025.

In crypto, survival is success — and with the right risk management strategies, you can turn survival into long‑term profitability.

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