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.

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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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Token Metrics Team

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Research

Moonshot Tokens in 2025: High-Risk, High-Reward Plays in the Crypto Market

Token Metrics Team
6 min
MIN

Introduction

The crypto market has always been fertile ground for high-risk, high-reward opportunities. While blue-chip assets like Bitcoin and Ethereum dominate headlines, the real thrill — and sometimes the highest returns — often comes from what the industry calls “moonshots.”

These are small-cap tokens, often under $50 million in market cap, with explosive potential and equally high volatility. In 2025, moonshots remain a core part of speculative trading strategies. But what exactly are they? How do you find them? And most importantly, how can you manage the outsized risks they carry?

Let’s dive into the world of moonshots, drawing insights from recent market trends and real-world data.

What Are Moonshot Tokens?

Moonshot tokens are early-stage, low-cap cryptocurrencies that carry massive upside potential. They often represent experimental ideas or emerging narratives — think AI integration, meme culture, or social tokens — that haven’t yet been fully recognized by the broader market.

Because they trade at relatively low valuations, even small inflows of capital can cause outsized price swings. It’s not uncommon for a moonshot to deliver 10x or even 50x gains within a short time. But the flip side is brutal: these same tokens can plummet to zero just as quickly.

Key characteristics of moonshots:

  • Market cap: Typically under $50 million.
  • Narrative-driven: Often tied to strong trends like AI, gaming, or DeFi experiments.
  • Volatility: Sharp, frequent price swings.
  • Liquidity: Thin order books, making large trades difficult without impacting price.

Why Are Moonshots Gaining Traction in 2025?

The current market environment — with crypto market capitalization hovering around $4 trillion — has created room for risk-taking. Investors who missed early gains on Bitcoin or Ethereum are now searching for the next big thing, leading to renewed interest in small-cap tokens.

Emerging narratives also fuel the fire:

  • AI-Crypto Fusion: Projects like Sahara AI and Mobi AI are proving that the AI narrative isn’t slowing down.
  • Social Tokens & Web3 Platforms: Zora’s creator-focused token model demonstrates how social media and crypto can intersect.
  • Community-First DeFi: Protocols like Blackhole DEX show the power of grassroots tokenomics.

These narratives often spill over into the moonshot arena, as smaller projects attempt to replicate the success of these headline-grabbing platforms.

How to Identify Promising Moonshots

Identifying moonshots is part research, part intuition, and part risk tolerance. Here’s what to look for:

1. Strong Narrative Alignment

The most successful moonshots ride on current narratives. In this cycle, AI agents, decentralized social platforms, and community-owned DeFi projects are leading themes. Projects in these categories often experience rapid hype-driven adoption.

2. On-Chain Data

Tools like Dune Analytics and on-chain scanners can reveal whale accumulation, new liquidity pools, or spikes in active addresses — all early indicators of growing interest.

3. Tokenomics

Evaluate supply schedules:

  • How many tokens are in circulation?
  • Are there large unlocks coming soon?
  • Does the project have mechanisms like buybacks or burns to support price stability?

4. Developer & Investor Backing

While many moonshots are grassroots projects, strong teams or backing from reputable funds (e.g., Polychain, Binance Labs) can boost credibility.

Case Studies: Recent Moonshots to Watch

1. Vine (Meme Token):
A meme coin leveraging the Vine brand, this token has gained traction despite limited documentation. Its appeal lies largely in nostalgia and speculative hype.

2. Moby AI: What started as an AI-driven whale-tracking agent has evolved into Mobi Screener, a Dexscreener competitor with integrated social features. The token model ties platform usage to token value — a promising experiment in utility-driven moonshots.

3. Graphite Protocol:
Developers behind Bonk Fun (a leading meme token platform), Graphite has created a buyback and burn model linked to Bonk’s success, aligning token value directly with ecosystem growth.

4. CookieDAO:
Initially positioned as an AI agent platform, CookieDAO is now expanding into proof-of-belief systems, adding new utilities and campaign features for Web3 projects.

The Risk Side: Why Moonshots Can Go to Zero

Moonshots are inherently speculative. Common pitfalls include:

  • Team Abandonment or Rug Pulls: Some projects vanish overnight.
  • Unsustainable Hype: Many moonshots rely on short-term narratives that fade.
  • Low Liquidity: Thin markets make it difficult to enter or exit without significant slippage.

A recent example is SpaceMesh, once hyped as a “next Bitcoin.” Despite strong tech, internal disputes and poor execution led to a near-total collapse — a stark reminder that good code doesn’t always equal good investment.

Managing Risk: A Practical Approach

If you’re trading moonshots, risk management is everything.

1. Position Sizing:
Never allocate more than 1% of your portfolio to any single moonshot. Spreading capital across multiple small positions reduces the impact of one token collapsing.

2. Diversification:
Balance moonshots with higher-cap tokens to stabilize overall portfolio performance.

3. Predefined Exits:
Set clear take-profit and stop-loss levels before entering a trade. Emotional decisions often lead to losses.

4. Time Your Entries:
Consider entering after initial hype cools but before major announcements or roadmap milestones.

The Future of Moonshots: Are They Worth It?

While moonshots can be risky, they remain an integral part of crypto’s DNA. For many traders, they serve as lottery tickets in a market where early discovery can lead to life-changing gains.

In 2025, moonshots are evolving. They’re no longer just meme-driven gambles. Increasingly, they represent experimental innovation — blending DeFi models, AI integrations, and community governance in ways that push the boundaries of blockchain technology.

Conclusion

Moonshots are not for the faint-hearted. They require research, timing, and above all, discipline. In 2025, with themes like AI-driven platforms, decentralized social networks, and community-focused DeFi reshaping the market, the next breakout token could be hiding in plain sight.

Whether you’re a seasoned trader or a curious newcomer, understanding the dynamics of moonshots — and respecting their risks — is essential for navigating this volatile but potentially rewarding segment of crypto.

Research

DeFi and AI Tokens Dominate as Crypto Market Nears $4 Trillion

Token Metrics Team
6 min
MIN

The cryptocurrency market continues to show resilience, with total market capitalization maintaining a strong foothold near $4 trillion. While Bitcoin remains the cornerstone of this cycle, the spotlight is shifting toward altcoins — especially those at the forefront of decentralized finance (DeFi) and artificial intelligence (AI) integration.

In this blog, we’ll explore the top narratives shaping today’s market, focusing on DeFi protocols like Blackhole DEX and PancakeSwap, alongside emerging AI projects such as Sahara AI and Moby AI.

Why DeFi Is Surging Again

DeFi has staged an impressive comeback in 2025. After a period of stagnation, several protocols have redefined their models to prioritize community engagement and sustainable growth.

Black Hole DEX:
Launched on Avalanche, Blackhole DEX has quickly become the network’s largest decentralized exchange, overtaking Trader Joe. The platform uses a community-first approach: no team allocation, weekly token emissions to liquidity providers, and a bribe-based voting mechanism for rewards distribution.

Impact:
This design has created a powerful flywheel effect. As token prices rise, APYs increase, attracting more liquidity, which in turn boosts trading volume and revenue. Within days, Blackhole DEX grew its TVL from $7 million to $193 million — a staggering feat.

PancakeSwap: A Sleeping Giant?

PancakeSwap, the dominant DEX on Binance Smart Chain (BSC), has been quietly outperforming its competitors in trading volumes and fee generation. Recent data shows PancakeSwap generating more than 4x the daily fees of Uniswap, yet its fully diluted valuation remains significantly lower.

Growth Catalysts:

  • Integration with the Binance Wallet ecosystem.
  • Expansion into other ecosystems like Solana.
  • All-time-high trading volumes despite broader market corrections.

For investors seeking a large-cap DeFi protocol with strong fundamentals and potential upside, PancakeSwap’s metrics warrant attention.

AI Meets Crypto: The Next Frontier

Artificial intelligence continues to transform multiple industries, and crypto is no exception.

Sahara AI:
Sahara AI is building a full-stack AI infrastructure for decentralized applications. Backed by heavyweights like Binance and Polychain, its mission is to bridge Web3 and AI — a theme that’s likely to dominate innovation cycles in the coming years.

Moby AI:
Initially launched as an AI trading agent, Moby AI has expanded into building tools like Moby Screener, a competitor to Dexscreener. Its unique tokenomics link user engagement directly to the platform’s utility, making it an experiment worth watching.

The Broader Altcoin Landscape

Beyond DeFi and AI, other notable projects are also gaining ground:

  • Graphite Protocol: The developer behind LetsBonk.Fun, sharing revenue with its ecosystem tokens through buyback strategies.

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  • Zora: A social media-meets-crypto platform allowing creators to monetize their content directly on-chain.

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  • Project X: A cross-chain DEX on Hyperliquid, amassing $28 million in TVL within 24 hours of launch.

These projects underscore the diversity of innovation happening outside Bitcoin’s shadow.

Risk Management in a Volatile Market

The excitement around DeFi and AI tokens comes with elevated risk. Here are some best practices:

  • Allocate wisely: Keep high-risk allocations (like low-cap “moonshots”) small — no more than 1% per trade.
  • Monitor narratives: Rapid shifts in market sentiment can create both opportunities and pitfalls.
  • Stay updated: Protocol changes, tokenomics adjustments, and ecosystem partnerships can significantly impact valuations.

Conclusion

As the crypto market edges closer to $4 trillion, the narratives driving growth are evolving. DeFi is proving its staying power with innovative models like Black Hole DEX, while AI-focused projects like Sahara AI are pushing the boundaries of what blockchain can achieve.

For market participants, the challenge lies in identifying which of these trends have lasting potential — and positioning themselves accordingly.

Research

Altcoins on the Rise: How Bitcoin’s Stability Is Fueling the Next Market Wave

Token Metrics Team
6 min
MIN

As Bitcoin stabilizes near its recent highs, the crypto market is witnessing a familiar pattern — altcoins are beginning to surge. While Bitcoin often leads during the early phases of a bullish cycle, history shows that capital tends to flow into altcoins as confidence builds. In the past two weeks, this transition has become increasingly evident, with several promising projects capturing significant market attention.

Bitcoin’s Stabilization and What It Means

Since early July, Bitcoin has managed to hold above key resistance levels, cementing its role as the market’s anchor. At the time of writing, total crypto market capitalization hovers near $4 trillion — a level that hasn’t been seen since the previous cycle’s peaks. Historically, when Bitcoin consolidates above its former highs, capital begins rotating into altcoins. This shift often marks the start of a broader rally across the market.

Key takeaway: The current market appears to be in the early stages of this altcoin rotation.

Altcoins Leading the Charge

Several altcoins have emerged as strong contenders in recent weeks.

1. Zora: The Social Token Platform
Zora, an on-chain social platform that allows creators to tokenize posts and earn from their content, has seen exponential growth following its integration into the Base App (Coinbase’s rebranded wallet). Creator activity and transaction volumes have surged, driving up demand for the Zora token. With each creator post paired to the Zora token, this integration has created a direct link between platform usage and token utility.

Why it matters: The combination of Web3 social media and creator monetization is a powerful narrative, and Zora appears well-positioned to capitalize on this trend.

2. Spark: A MakerDAO-Connected Lending Platform
Spark, a DeFi lending protocol linked to Sky Protocol, has also been a standout performer. It recently experienced a sharp increase in liquidity and price action, fueled by its integration with CookieDAO’s campaign and ongoing airdrop programs.

Why it matters: With DeFi gaining renewed interest, protocols offering sustainable yields through established ecosystems like Sky Protocol (formerly MakerDAO) are likely to remain attractive to both retail and institutional participants.

3. Sahara AI: Building the AI-Crypto Intersection
Sahara AI has positioned itself at the intersection of AI and blockchain. Backed by Binance, Polychain, and Foresight Ventures, this project offers a full-stack AI solution tailored for decentralized applications. Its long-term vision of creating AI-enabled Web3 services is attracting both developers and investors.

Why it matters: AI and crypto remain two of the most dominant narratives in tech, and projects combining these sectors could drive the next wave of innovation.

4. PancakeSwap: Undervalued Giant?
Despite being one of the largest DEXs by trading volume and daily fee generation, PancakeSwap appears significantly undervalued compared to peers like Uniswap. The platform recently expanded its operations to other chains, including Solana, and benefits from strong integration with the Binance Wallet ecosystem.

Why it matters: Fundamentals suggest PancakeSwap has room for growth if the market re-rates its value relative to competitors.

Market Themes to Watch

Bitcoin vs. Altcoin Season:
Our analysis shows we are still in a Bitcoin-dominant phase. Historically, altcoins outperform when Bitcoin consolidates or cools off. This implies that the current rotation into altcoins could continue as capital flows down the risk curve.

DeFi Revival:
Protocols like Blackhole DEX on Avalanche — which has grown its TVL from $7 million to $193 million in less than 2 weeks — highlight a renewed interest in decentralized finance. Unlike VC-backed models, Blackhole’s community-first tokenomics have resonated with users seeking fairer distribution.

Social Tokens & AI Integration:
Platforms like Zora and Sahara AI are tapping into major growth narratives: decentralized social media and artificial intelligence. Both sectors are likely to see continued experimentation and adoption.

Managing Risk in Altcoin Investing

While the upside potential in altcoins is high, so is the volatility. For high-risk trades, such as “moonshots” (low-cap tokens under $50 million market cap), we recommend:

  • Position sizing: Limit exposure to 1% per trade.
  • Diversification: Spread investments across multiple projects to reduce single-token risk.
  • Exit planning: Pre-define take-profit and stop-loss levels.

Conclusion

The crypto market is entering an exciting phase. Bitcoin’s consolidation above key levels suggests a healthy backdrop for risk assets, and altcoins are beginning to benefit. From creator monetization platforms like Zora to cross-chain DeFi protocols like Spark and Black Hole, this new wave of projects represents the diversity and innovation driving the next cycle.

As always, measured participation and disciplined risk management remain essential.

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