Crypto Basics

Cardano (ADA) Crypto – What It Is and How It Works?

Learn everything about Cardano (ADA) crypto and how it works in this descriptive guide.
Token Metrics Team
8 minutes
MIN

Cardano (ADA) can be described as a blockchain platform that’s designed to enable the development of decentralized applications and smart contracts. It is the first blockchain platform to be built on a scientific philosophy and to be developed through peer-reviewed research and scientific rigor. Developed by a global team of leading researchers and engineers, Cardano is set to revolutionize the way we use and interact with blockchain technology. 

This beginner's guide to Cardano will provide you with all the information you need to understand the platform, its features, and how to use it. From its unique consensus algorithm to its native token ADA, this guide will provide you with a comprehensive overview of Cardano. Whether you're a beginner interested in learning more about Cardano or a blockchain expert looking for the latest information, this guide has you covered from end-to-end. 

History of Cardano

Cardano was founded by Charles Hoskinson, who also co-founded Ethereum. However, Cardano is a very different platform from Ethereum regarding its design and goals. Whereas Ethereum is a decentralized application ("dapp") platform designed to power all sorts of different decentralized applications, Cardano is designed to be a "first generation" blockchain platform that can be used to build decentralized applications, as well as other things.

The Cardano Foundation, IOHK, and Emurgo are developing the Cardano platform. The three groups are working together to build the Cardano platform and will hold a stake in the Cardano ecosystem. 

The first phase of Cardano's development began in 2015. At the time, a company called Input-Output (IOHK) was contracted to build the platform. In 2017, IOHK decided to hand over control of the project to the Cardano Foundation and Emurgo. The three partners are now working together to bring Cardano to market. The next development phase has been completed sometime between 2020 and 2021. After that, Cardano emerged as a fully decentralized blockchain.

How Does Cardano Work?

The Cardano platform uses a proof of stake (PoS) consensus algorithm to manage its decentralized network. Proof of stake is a consensus algorithm where the right to add new blocks to the blockchain is determined not by computing power but by coin ownership. In PoS-based blockchains, users must "stake" or "deposit" their coins to add new blocks to the blockchain for a certain amount of time. The more coins a user stakes, the greater the chance that the user will be selected to add a new block. Cardano uses the Ouroboros proof of stake algorithm. 

Ouroboros is the first proof of stake algorithm to be proven secure in a peer-reviewed paper. This unique algorithm uses a "random selection of a catch-up fellow" to create a network with no central authority. In other words, no single person or group can control the network. The algorithm works by randomly selecting a "follower" who can "catch up" with the "leader."

The leader is the person responsible for adding new blocks to the blockchain. The follower has one job: to predict what the leader will do. If the follower is correct, they are promoted to the leader and given a chance to add a new block. If the follower is incorrect, they remain a follower, and another random person is selected to catch up. The Ouroboros algorithm was expected to be completed by June 2020. But, according to recent reports, Charles Hoskinson said that the Ouroboros Genesis implementation will be in 2023.

Cardano's Development and Governance

The development and governance of Cardano are handled by three large organizations:

The Cardano Foundation: The Cardano Foundation maintains Cardano's core. This group promotes the platform, manages its marketing and communications, and defends the brand.

IOHK: IOHK leads the team behind Cardano's core. This group is responsible for developing and maintaining the platform's core software and bringing new features to the market.

Emurgo: The third group, Emurgo, brings businesses and investments to the Cardano ecosystem. Emurgo helps businesses integrate with the Cardano network and encourages others to build projects on the Cardano platform.

The functioning of Cardano stands tall because of the highly secured and powerful ecosystem as mentioned above. Now, what is Cardano’s native token ADA?

Cardano's Native Token - ADA

Cardano's native token, ADA, sends money on the Cardano blockchain. It also rewards people who help maintain and build the network. The team behind Cardano has stated that ADA is more than just a token: it also serves as "the fuel that drives the Cardano ecosystem." Cardano’s development team has stated that the platform will be fully decentralized once the network has been around for a few years. Until then, the platform will be maintained by a group of stakeholders who have a vested interest in the platform's success. These stakeholders have a stake in the system and are rewarded with ADA for helping maintain the platform. 

There are 3-easy ways to earn ADA

  • Hosting a node, 
  • Providing software assurance, or 
  • Contributing to the development of Cardano's software or research.

Apart from these, Cardano’s powerful 3-layered ecosystem makes it reliable and trustworthy. 

The 3-Layered Cardano's Ecosystem

Here are the three secured-layers that constitute Cardano (ADA): 

The Cardano Network: The Cardano network is the blockchain that runs the ADA token and smart contracts. It is maintained by the stakeholders, who receive ADA for their work.

Cardano's core technology: The Cardano core represents the core software that powers the Cardano network. This includes the programming languages used to build decentralized applications and the virtual machine that runs those apps.

All the projects built on top of the Cardano platform: The Cardano projects layer lists all the decentralized applications built on top of the Cardano network.
To top it all, you can also enjoy the benefit of smart contracts on Cardano. 

Smart Contracts On Cardano

Although Cardano is designed to be a dapp platform, it can also be used to build smart contracts. The programming language used to build smart contracts on Cardano is called Haskell and Cardano's virtual machine, called the "Computing Resources And Dispatcher" (CRDD), can execute many programming languages.

Any decentralized application built in any programming language can be hosted on the Cardano network. Cardano's smart contracts are unique because they are the first to be verified by a formal verification tool called the "Industrial Strength Verification" (ISV). This tool will help you confirm whether or not a smart contract is safe to use.

Cardano's Use Cases

Use Case #1: The first use case for Cardano is a decentralized application platform. This means that developers can build apps on top of the Cardano blockchain. These dapps will be able to send and receive ADA and use other features like the ability to create a wallet or sign a transaction. 

Use Case #2: The second use case for Cardano is as a financial asset. Investors can buy and sell ADA on cryptocurrency exchanges, and the token could also represent ownership in a company.

Now, let’s see the security measures that Cardano aims to offer.

Security on Cardano

One of the most common questions about Cardano is how secure it is compared to other blockchains. Cardano does not claim to be more secure than other blockchains but seeks to be as secure as possible. The team behind Cardano has said that one of their goals is to be the "safest and most reliable blockchain." 

One way Cardano strives to be more secure is through its unique design. While other blockchains are designed to do one thing well, Cardano is designed to do many different things less well. Cardano's design means no single platform part is crucial to its operation. If one part of the platform fails, many other parts can take its place. This indicates safety at its best.

Is Cardano a Worthy Investment?

There we are swinging again to whether or not Cardano is a good investment. Let’s check out the latest updates before we decide, shall we?

According to the Cryptoglobe’s Report, ADA’s price might soar up to 100% by 31st January, 2023. Major upgrades are being anticipated by investors to improve DeFi’s significance through its oracles.

So, Cardano is something to look forward to owing to its upcoming features. 

Future of Cardano

Let’s dive a bit further into the future. Cryptopolitan thinks the price of ADA will soar up to $21.35 on an average, with a minimum price of $20.55. Changelly also believes that ADA price will rise, but the website thinks the coin price will only peak at $15.69, with an average of $13.92, similar to the data from Price Prediction. The website’s analysts predict that the coin’s maximum price will be $15.69 with a minimum of $13.55.

Most experts predict that Cardano might see a bright future in 2023. With persistent developments Cardano’s ecosystem has been witnessing, and in the crypto asset market as a whole, Cardano can potentially reach a new high.

The Bottom Line

Cardano aims to be a "first generation" blockchain technology. The platform is being built by a group of organizations, each with a specific role in the project.

The team hopes this design will help Cardano achieve its goal of being the most secure blockchain. The platform uses a unique consensus algorithm, and its native token is storable in various wallets. The token can be used to represent ownership in a company. 

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Explore Free Crypto Trading Bot Templates & GitHub Resources

Token Metrics Team
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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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2025’s Leading Crypto APIs for Trading, Price Data & Wallet Integration

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Building or upgrading a crypto platform in 2025 demands reliable, fast, and versatile APIs. Whether you’re developing a trading algorithm, a portfolio tracker, or a wallet application, integrating the right crypto APIs can be the linchpin of user experience and product success. With blockchain and digital assets maturing rapidly, today’s APIs deliver not only real-time price data, but also advanced trading features and seamless wallet integration. But which APIs stand out from the pack?

Top 10 Crypto APIs for 2025: Core Features and Use Cases

API solutions have evolved into indispensable tools for developers, quantitative analysts, businesses, and anyone seeking reliable crypto integration. Here are 10 standout crypto APIs for 2025, each offering a unique mix of performance, breadth, and versatility:

  1. Token Metrics API: Focuses on AI-driven analytics, real-time price feeds, advanced on-chain data, and market signals, suitable for portfolio tools and research dashboards.
  2. CoinGecko API: Delivers extensive market data on thousands of cryptocurrencies, including pricing, volume, and historical charts—popular for portfolio tracking apps.
  3. CoinMarketCap API: Renowned for aggregate crypto price data and deep market cap information, supporting up-to-date listings and trending asset widgets.
  4. Binance API: Offers robust trading endpoints, order books, WebSocket feeds, and spot/futures functionalities, ideal for automated trading bots on one of the largest exchanges.
  5. Kraken API: Reliable for both spot and derivatives trading, plus seamless account management and funding workflows.
  6. Alchemy API: Provides powerful web3 infrastructure, including wallet management, smart contract interaction, and NFT access on EVM-compatible chains.
  7. CryptoCompare API: Delivers accurate market data, news, and social analytics for comprehensive crypto app backends.
  8. Blockchair API: A blockchain explorer API supporting multiple chains (BTC, ETH, etc.) with deep transaction analytics and address lookups.
  9. Fireblocks API: Focuses on secure wallet and asset management for enterprises, with advanced transaction automation and MPC (multi-party computation).
  10. Moralis API: Enables rapid integration of decentralized identities, wallets, NFT metadata, and database-sync functionality for dApp developers.

The “best” crypto API for 2025 depends on whether your priority is trading, data analytics, wallet management, or web3 protocol interaction. Many forward-thinking teams are now combining several APIs to achieve flexible, scalable architecture.

How to Choose the Best Crypto API for Your Project

With so many options, careful API evaluation is crucial. Consider the following practical factors before integrating a new crypto API:

  • Data Accuracy & Latency: Reliable feeds are essential for trading, especially in volatile markets. Test latency and double-check for data aggregation delays.
  • Coverage & Network Support: Confirm the API supports the blockchains, trading pairs, and tokens relevant to your use case. Some APIs focus on BTC/ETH, while others support long-tail assets and new chains.
  • Security & Compliance: Ensure the API provider follows best practices (rate limits, authentication, encryption). If handling user data or funds, review their compliance documentation.
  • Cost & Scalability: Assess free tiers, paid plans, and limits on requests per second. Advanced projects may require enterprise pricing for higher throughput.
  • Developer Experience: Look for well-documented endpoints, active community support, and SDKs in your preferred language.
  • AI & Analytics Features: APIs that include ML-driven analytics, sentiment scoring, backtesting data, or alerts can provide a competitive edge for automated trading or portfolio management.

Test multiple APIs in sandbox environments to validate uptime, accuracy, and compatibility with your backend infrastructure or front-end frameworks.

API Use Cases: Trading Automation, Price Intelligence & Wallet Integration

Strategic API integration expands what’s possible for developers and crypto businesses. Consider three core implementation scenarios for 2025:

  • Automated Trading Strategies: Connect trading APIs (e.g., Binance, Kraken) and analytics engines (Token Metrics, CryptoCompare) as your bot’s data and execution layer. Tight, low-latency connections are vital where milliseconds can matter.
  • Real-Time Price Alerts & Analytics: Combine a crypto price API with machine learning or user-defined triggers to drive actionable notifications, portfolio rebalances, or smart dashboards. Integrate advanced analytics from providers like Token Metrics or Moralis for deeper insights.
  • Wallet & Web3 dApp Functionality: Utilize APIs like Alchemy, Fireblocks, or Moralis for creating user-friendly wallets, NFT apps, or secure on-chain account management. These offer seamless blockchain interactions and abstract away complex infrastructure challenges.

For teams scaling across blockchains or global jurisdictions, modular design using the leading crypto APIs ensures adaptability and resilience as the ecosystem evolves in 2025 and beyond.

The crypto API landscape is moving fast with several trends shaping developer choices and user expectations:

  • Open Source & Community-Led APIs: More projects are releasing open APIs, encouraging collaboration and faster problem-solving for security or integration issues.
  • AI-Powered Data & Risk Tools: APIs offering on-chain analytics, anomaly detection, or AI price prediction are gaining traction for smarter trading and compliance.
  • Cross-Chain Compatibility: Universal wallet APIs and bridges make it easier to support multi-chain assets and DeFi protocols in one place.
  • Improved Privacy & Decentralization: Zero-knowledge proofs and secure computation features are increasingly offered at the API level for confidential transactions.
  • Regulatory Readiness: Providers are adopting stricter KYC/AML processes, especially for trading and custodian APIs, to meet global compliance demands.

Whether you’re prototyping a new app or enhancing a mature platform, staying up-to-date with these innovations ensures your tech stack remains competitive and agile as the regulatory and market landscape shifts.

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Frequently Asked Questions About Crypto APIs

Which crypto API offers the most accurate real-time price data?

Accuracy can depend on exchange coverage and update frequency. APIs like CoinGecko, CoinMarketCap, and Token Metrics aggregate data from multiple sources to improve reliability. Always test feeds for your specific asset list.

What is a crypto wallet integration API?

A crypto wallet API enables developers to add wallet functionalities—such as creating, managing, and sending cryptocurrencies—directly within apps. Leading options like Alchemy and Fireblocks allow seamless blockchain transactions and secure asset management.

Are there free crypto APIs for development?

Yes. Many top crypto APIs, such as CoinGecko, Moralis, and Token Metrics API, offer free tiers for development and low-usage applications. However, higher volume or advanced features may require paid plans.

How can I ensure security when using a crypto API?

Prioritize APIs with robust authentication, encryption, and documented security protocols. Use API keys or OAuth, monitor for suspicious activity, and regularly audit your application’s handling of user data and crypto operations.

Do any crypto APIs include AI-based analytics or trading signals?

Yes. Advanced APIs such as Token Metrics provide AI-driven analytics, signals, and predictive tools to enhance research and strategy development. These can be integrated into custom dashboards or apps for additional intelligence.

Disclaimer

This article is for informational and educational purposes only. It does not constitute financial, legal, or investment advice. Please conduct your own research and consult licensed professionals before making technical or business decisions involving cryptocurrency technology or markets.

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From Beginner to Advanced: Building Your First Python Crypto Trading Bot

Token Metrics Team
6
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Automated trading is reshaping the way traders interact with the crypto markets. For beginners and advanced users alike, building a Python-powered crypto trading bot opens up incredible possibilities—from automating strategies to conducting rapid backtests and executing trades 24/7. But how do you go from a basic script to a robust trading algorithm? This guide walks you through the process, addresses key technical considerations, and illustrates how AI and analytics platforms can make your journey more efficient and insightful.

Why Use Python for Crypto Trading Bots?

Python has become the top choice for quantitative finance and crypto automation. Its rich ecosystem of libraries (like ccxt for exchange APIs, pandas for data analysis, and TA-Lib for technical indicators) allows even beginners to build powerful bots.


     

     

     

     


Core Components of a Crypto Trading Bot

Every effective crypto bot has several essential building blocks:


     

     

     

     

     


Organizing these parts within clean Python classes or modules makes your bot scalable and easier to maintain as your strategy evolves.

Step-By-Step: How to Build a Simple Python Crypto Bot

Let’s walk through the foundational process of building your first crypto bot with Python. This approach is equally valuable whether you’re a coding newcomer or migrating from manual trading.


     

     

     

     

     

     

     


This modular workflow sets the groundwork for more advanced automation and risk controls as you gain confidence.

From Basic to Advanced: Expanding Your Bot’s Capabilities

Once you’ve mastered a basic bot, you can enhance its effectiveness dramatically through both software engineering and strategic sophistication:


     

     

     

     

     

     


Successful automation relies on continuous monitoring and refinement. For many, using analytical tools and platforms like Token Metrics can support data-driven hypothesis generation and rapid backtesting.

Security Best Practices and Compliance Considerations

Operating a crypto trading bot safely involves attention to both cybersecurity fundamentals and regulatory factors:


     

     

     

     

     


Consider open-source libraries with active support, or opt for trusted SaaS tools for additional layers of safety and monitoring.

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Token Metrics provides real-time prices, trading signals, and on-chain insights all from one powerful API. Grab a Free API Key

Frequently Asked Questions

What is a crypto trading bot?

A crypto trading bot is a software application that executes predefined trading strategies automatically, buying or selling cryptocurrencies on your behalf using real-time market data.

How much Python do I need to know to build a bot?

Basic Python programming—data types, functions, loops, modules—is sufficient for creating simple bots. For advanced features (e.g., machine learning, concurrency), deeper knowledge is helpful but not mandatory at the outset.

Is it safe to use Python for crypto bot development?

Python is widely used and considered secure if best practices are followed, especially regarding API key management and keeping dependencies up to date.

Which exchanges support Python crypto bots?

Most major centralized exchanges (like Binance, Coinbase Pro, Kraken, KuCoin) support API-based trading compatible with Python libraries such as ccxt or exchange-specific SDKs.

Can I integrate AI or machine learning in my crypto bot?

Yes. You can utilize libraries such as scikit-learn or PyTorch to add AI models for signal detection, predictive analytics, or anomaly detection, enhancing your strategy’s adaptability.

Disclaimer

This article is for educational and informational purposes only and does not constitute financial, investment, or trading advice. Always conduct your own research and comply with applicable regulations and best practices when developing or using automated trading bots.

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