Research

Understanding REST APIs: A Practical Guide

A clear, practical guide to REST APIs: what they are, key principles, HTTP methods, design best practices, tools for testing, and how AI tools like Token Metrics can assist.
Token Metrics Team
5
MIN

Modern web and mobile apps exchange data constantly. At the center of that exchange is the REST API — a widely adopted architectural style that standardizes how clients and servers communicate over HTTP. Whether you are a developer, product manager, or researcher, understanding what a REST API is and how it works is essential for designing scalable systems and integrating services efficiently.

What is a REST API? Core principles

A REST API (Representational State Transfer Application Programming Interface) is a style for designing networked applications. It defines a set of constraints that, when followed, enable predictable, scalable, and loosely coupled interactions between clients (browsers, mobile apps, services) and servers. REST is not a protocol or standard; it is a set of architectural principles introduced by Roy Fielding in 2000.

Key principles include:

  • Statelessness: Each request from the client contains all information needed; the server does not store client session state between requests.
  • Resource orientation: Everything is modeled as a resource (users, orders, posts), each identified by a URI (Uniform Resource Identifier).
  • Uniform interface: A standard set of operations (typically HTTP methods) operate on resources in predictable ways.
  • Client-server separation: Clients and servers can evolve independently as long as the interface contract is maintained.
  • Cacheability: Responses can be labeled cacheable or non-cacheable to improve performance and scalability.

How REST APIs work: HTTP methods, status codes, and endpoints

A REST API organizes functionality around resources and uses standard HTTP verbs to manipulate them. Common conventions are:

  • GET — retrieve a resource or list of resources.
  • POST — create a new resource under a collection.
  • PUT — replace an existing resource or create if absent (idempotent).
  • PATCH — apply partial updates to a resource.
  • DELETE — remove a resource.

Responses use HTTP status codes to indicate result state (200 OK, 201 Created, 204 No Content, 400 Bad Request, 401 Unauthorized, 404 Not Found, 500 Internal Server Error). Payloads are typically JSON but can be XML or other formats. Endpoints are structured hierarchically, for example: /api/users to list users, /api/users/123 to operate on user with ID 123.

Design patterns and best practices for reliable APIs

Designing a robust REST API involves more than choosing verbs and URIs. Adopt patterns that make APIs understandable, maintainable, and secure:

  • Consistent naming: Use plural resource names (/products, /orders), and keep endpoints predictable.
  • Versioning: Expose versions (e.g., /v1/) to avoid breaking clients when changing the contract.
  • Pagination and filtering: For large collections, support parameters for page size, cursors, and search filters to avoid large responses.
  • Error handling: Return structured error responses with codes and human-readable messages to help client debugging.
  • Rate limiting and throttling: Protect backends by limiting request rates and providing informative headers.
  • Security: Use TLS, authenticate requests (OAuth, API keys), and apply authorization checks per resource.

Following these practices improves interoperability and reduces operational risk.

Use cases, tools, and how to test REST APIs

REST APIs are used across web services, microservices, mobile backends, IoT devices, and third-party integrations. Developers commonly use tools and practices to build and validate APIs:

  • API specifications: OpenAPI (formerly Swagger) describes endpoints, parameters, responses, and can be used to generate client/server code and documentation.
  • Testing tools: Postman, curl, and automated test frameworks (JUnit, pytest) validate behavior, performance, and regression checks.
  • Monitoring and observability: Logs, distributed tracing, and metrics (latency, error rates) help identify issues in production.
  • Client SDKs and code generation: Generate typed clients for multiple languages to reduce integration friction.

AI-driven platforms and analytics can speed research and debugging by surfacing usage patterns, anomalies, and integration opportunities. For example, Token Metrics can be used to analyze API-driven data feeds and incorporate on-chain signals into application decision layers without manual data wrangling.

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FAQ: What is REST API — common questions

What is the difference between REST and RESTful?

"REST" refers to the architectural constraints described by Roy Fielding; "RESTful" is a colloquial adjective meaning an API that follows REST principles. Not all APIs labeled RESTful implement every REST constraint strictly.

How does REST compare to SOAP and GraphQL?

SOAP is a protocol with rigid standards and built-in operations (often used in enterprise systems). GraphQL exposes a single endpoint and lets clients request precise data shapes. REST uses multiple endpoints and standard HTTP verbs. Each approach has trade-offs in flexibility, caching, and tooling.

When should I version my REST API?

Version your API before making breaking changes to request/response formats or behavior that existing clients depend on. Common strategies include URI versioning (e.g., /v1/) or header-based versioning.

Are REST APIs secure by default?

No. Security must be designed in: use HTTPS/TLS, authenticate requests, validate input, apply authorization checks, and limit rate to reduce abuse. Treat REST APIs like any other public interface that requires protection.

How do I test and document a REST API effectively?

Use API specifications (OpenAPI) to auto-generate docs and client stubs. Combine manual testing tools like Postman with automated integration and contract tests in CI pipelines to ensure consistent behavior across releases.

Can REST APIs handle streaming or real-time data?

REST is request/response oriented and not ideal for continuous real-time streams. For streaming, consider WebSockets, Server-Sent Events (SSE), or specialized protocols; REST can still be used for control operations and fallbacks.

Disclaimer: This article is educational and technical in nature. It does not provide investment or legal advice. The information is intended to explain REST API concepts and best practices, not to recommend specific products or actions.

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Token Metrics Team
Token Metrics Team

Recent Posts

Crypto Basics

How to Trade Cryptocurrency in 2025 – Best Crypto Trading Tools

Token Metrics Team
8 min
MIN

Cryptocurrency trading has rapidly evolved into a global financial movement. With the rise of decentralized finance (DeFi), institutional adoption, and advanced AI tools, trading crypto in 2025 is more accessible—and more profitable—than ever before. But with great opportunity comes great risk, especially if you trade without strategy or insights.

In this highly informative beginner’s guide, we’ll break down how to trade cryptocurrency step by step, the different types of trading strategies, and how platforms like Token Metrics help you make smarter, AI-powered decisions.

🔍 What Is Cryptocurrency Trading?

Cryptocurrency trading involves buying and selling digital assets like Bitcoin (BTC), Ethereum (ETH), Solana (SOL), or thousands of other tokens to profit from price fluctuations. Traders analyze price movements, market trends, and use technical or fundamental data to time their entries and exits.

Unlike traditional stock markets, crypto markets are:

  • Open 24/7
  • Highly volatile
  • Borderless and decentralized
  • Powered by blockchain technology

📊 Types of Cryptocurrency Trading

Understanding the different styles of trading can help you pick a strategy that fits your goals and risk tolerance.

1. Day Trading

  • Involves multiple trades in a single day
  • Aims to profit from short-term price swings
  • Requires constant monitoring and fast decision-making

2. Swing Trading

  • Positions are held for days or weeks
  • Based on momentum and trend reversal patterns
  • Suitable for part-time traders

3. Scalping

  • Ultra-short-term trading
  • Makes small profits on tiny price movements
  • High frequency, high risk

4. Position Trading

  • Long-term holding based on fundamentals
  • Traders buy during dips and hold until a large move
  • Also called "trend trading"

5. Automated Trading / AI Trading

  • Uses bots or AI models to execute trades
  • Ideal for those who want data-driven, emotion-free trading
  • Best when paired with platforms like Token Metrics

🧭 How to Trade Cryptocurrency: Step-by-Step

✅ Step 1: Choose a Crypto Exchange or Trading Platform

Select a reputable platform to execute trades. Popular choices in 2025 include:

  • Token Metrics (for AI-backed trade insights
  • Binance
  • Coinbase Pro
  • Kraken
  • OKX

Each platform offers different tools, liquidity, and trading pairs.

✅ Step 2: Fund Your Account

Deposit funds using:

  • Bank transfer
  • Debit/credit card
  • Stablecoins (USDT, USDC)
  • Crypto from your wallet

Token Metrics integrates wallet access, swap functionality, and DeFi bridges so you can trade directly from your dashboard.

✅ Step 3: Analyze the Market

Before you trade, analyze:

  • Price charts (technical analysis)
  • Volume and momentum
  • News and narratives
  • On-chain data and token grades

🔹 Token Metrics AI Grades:

  • Trader Grade: Measures short-term trading potential
  • Investor Grade: Rates long-term strength

These AI-generated scores help you find the most promising tokens, instantly filtering thousands of coins by risk and opportunity.

✅ Step 4: Place a Trade

Choose your trading pair (e.g., BTC/USDT), then:

  • Market order: Buy/sell immediately at current price
  • Limit order: Set your own buy/sell price
  • Stop-loss: Exit a trade automatically if price drops below a certain level
  • Take profit: Lock in gains once a target is hit

Token Metrics provides real-time buy/sell alerts powered by AI signals, helping you avoid emotional trading.

✅ Step 5: Monitor and Manage Your Trades

Check the performance of your portfolio regularly. Use tools like:

  • Live charts
  • Alerts for price and grade changes
  • Token Fundamentals: Developer activity, community growth, holders

Token Metrics simplifies this with its Token Details Page, offering everything from real-time ROI to whale tracking—all in one view.

✅ Step 6: Exit the Trade & Secure Profits

Sell your position when:

  • You hit your price target
  • A bearish trend begins
  • Token Metrics issues a bearish signal
  • Your risk tolerance is breached

You can transfer funds to a cold wallet or reinvest into new high-potential tokens (like those listed in the Moonshots tab on Token Metrics).

🤖 How Token Metrics Makes Crypto Trading Smarter

Trading is hard. But with Token Metrics AI tools, you can trade based on data, not emotions.

🔹 AI Price Predictions

  • Forecasted prices for thousands of tokens using machine learning
  • Built on 80+ on-chain, technical, sentiment, and fundamental metrics

🔹 Moonshot Finder

  • Discover early-stage altcoins with 10x–100x potential
  • See live ROI, entry date, trader grade changes, and volume shifts

🔹 Trade Alerts

  • Get notified when:

    • Tokens reach your target price
    • Bullish or bearish signals are triggered
    • AI grades update in real time

Alerts are sent via:

  • Telegram
  • Discord
  • Email
  • SMS

🔹 Real-Time Swap Widget

Trade directly on Token Metrics with one click. No need to leave the platform.

💡 Pro Tips for Successful Crypto Trading in 2025

  1. Use AI Tools: Let platforms like Token Metrics do the heavy lifting.
  2. Avoid FOMO: Just because a token is trending doesn’t mean it’s worth buying.
  3. Start Small: Don’t risk your entire capital in one trade.
  4. Keep Learning: Read market news, watch on-chain activity, and follow macro trends.
  5. Stay Safe: Use 2FA, trusted exchanges, and cold wallets.

📈 Top Crypto Trading Trends in 2025

  • AI-Driven Signal Trading
  • Copy Trading and Social Trading
  • Narrative-Based Investing (e.g., AI tokens, DePIN, L2s)
  • Real-World Asset (RWA) Tokenization
  • ETF-driven Institutional Trading

Platforms like Token Metrics sit at the center of these trends, offering users powerful AI infrastructure and deep crypto analytics.

✅ Final Thoughts

Trading cryptocurrency in 2025 is more rewarding—and more competitive—than ever. To succeed, you need:

  • A solid understanding of market dynamics
  • Reliable strategies and discipline
  • Smart tools that give you an edge

That’s where Token Metrics comes in.

Whether you’re day trading, swing trading, or investing long-term, Token Metrics gives you:

  • AI-driven token rankings
  • Real-time price alerts
  • Moonshot altcoin discoveries
  • Easy, integrated trading tools

Don’t just trade crypto—trade with intelligence.

Crypto Basics

How to Buy Cryptocurrency in 2025: A Beginner's Step-by-Step Guide - Why Token Metrics Is the Best Crypto Trading and Research Platform to Start

Token Metrics Team
8 min
MIN

Cryptocurrency has gone from niche curiosity to mainstream financial instrument. As of 2025, millions of people across the globe are investing in digital assets like Bitcoin, Ethereum, and thousands of altcoins. But for beginners, the first question remains: How do you buy cryptocurrency safely and smartly?

This highly informative guide walks you through everything you need to know about buying cryptocurrency in 2025 — from setting up your first account to using AI-powered Crypto trading and research platforms like Token Metrics for smarter investing.

🔍 What Is Cryptocurrency?

Cryptocurrency is a form of digital money that uses blockchain technology to enable secure, decentralized transactions. Unlike fiat currencies controlled by central banks, crypto is powered by peer-to-peer networks and verified by cryptographic algorithms.

Popular cryptocurrencies include:

  • Bitcoin (BTC) – The original digital gold
  • Ethereum (ETH) – Smart contract platform
  • Solana (SOL), Cardano (ADA), XRP – High-utility altcoins
  • TMAI – The utility token of Token Metrics

🧭 How to Buy Cryptocurrency: Step-by-Step Guide

Buying crypto in 2025 is easier than ever. Here’s a clear roadmap to help you get started:

✅ Step 1: Choose a Trusted Crypto Platform

The first step is selecting a reliable platform for buying cryptocurrency. You have two main options:

1. Crypto Exchanges

These include centralized platforms like:

  • Token Metrics
  • Coinbase
  • Binance
  • Kraken
  • Bitstamp

2. AI Crypto Platforms (Best Option in 2025)

Token Metrics is a powerful platform that combines AI research, real-time market insights, and trading features in one place. It helps beginners avoid risky coins and focus on data-backed opportunities.

✅ Step 2: Create and Verify Your Account

Once you've chosen a platform:

  • Register with your email and create a strong password
  • Complete KYC (Know Your Customer) verification by uploading an ID
  • Enable 2-Factor Authentication (2FA) for security

Token Metrics also allows wallet integration for seamless tracking and trading.

✅ Step 3: Fund Your Account

You can deposit money using:

  • Bank Transfer (ACH, SEPA)
  • Credit or Debit Card
  • PayPal or Apple Pay (on some platforms)
  • Stablecoins or other crypto (if you already have a wallet)

On Token Metrics, users can also connect their DeFi wallets and use swap integrations to convert assets instantly.

✅ Step 4: Pick the Right Cryptocurrency

With over 20,000 coins on the market, choosing the right one is critical.

That’s where Token Metrics shines:

  • Use the Ratings Page to view AI-generated grades for thousands of tokens


  • Navigate to the Moonshots Tab for under-the-radar altcoins with 10x–100x potential
  • Check the Investor and Trader Grades to compare short-term and long-term opportunities
  • View real-time data on volume, market cap, ROI since entry, and technical signals

✅ Step 5: Make Your Purchase

Once you've chosen your coin:

  • Enter the amount (e.g., $500 worth of ETH)
  • Choose your payment method
  • Review the transaction and confirm

Token Metrics offers a built-in Buy button and Swap Widget so you can trade directly from the Moonshots page — no need to leave the platform.

✅ Step 6: Store Your Cryptocurrency Securely

There are two main storage options:

  • Hot Wallets – Software-based, ideal for active trading
  • Cold Wallets – Hardware devices like Ledger and Trezor for long-term storage

Token Metrics supports integrations with wallets and encourages users to withdraw assets to secure storage after trading.

💡 Tips for Buying Crypto in 2025

  1. Start small – Don’t invest more than you can afford to lose.
  2. Use Dollar-Cost Averaging (DCA) – Invest small amounts regularly instead of going all in.
  3. Diversify – Don’t put all your funds into one coin.
  4. Follow trends – Use Token Metrics to identify top-performing sectors like AI, DeFi, and gaming.

🤖 Why Token Metrics Is the Best Platform for Buying and Trading Crypto

✅ 1. AI-Powered Price Predictions

Token Metrics uses advanced machine learning models trained on 80+ data points to generate real-time price forecasts.

✅ 2. Trader & Investor Grades

Each token is evaluated daily based on:

  • On-chain data
  • Technical indicators
  • Sentiment analysis
  • Developer activity

This helps you filter out hype and focus on fundamentals.

✅ 3. Moonshots Finder

Looking for 100x altcoins? The Moonshots tab curates a list of tokens with the highest potential, based on proprietary AI momentum signals.

✅ 4. Real-Time Alerts

Get notified when:

  • A token hits your target price
  • Bullish or bearish signals trigger
  • Grades change rapidly

Alerts are delivered via:

  • Email
  • Telegram
  • Discord
  • SMS

✅ 5. One-Click Trading

No more copy-pasting contract addresses or juggling wallets. Just click Buy directly from the Token Metrics dashboard.

✅ 6. API Access for Advanced Users

Developers and institutions can connect via the MCP Server, which standardizes access across:

  • OpenAI Agents
  • Cursor IDE
  • Claude Desktop
  • GraphQL UIs like Windsurf
  • CLI tools

🔐 How to Stay Safe When Buying Crypto

  1. Avoid phishing links
  2. Use only verified exchanges
  3. Store private keys securely
  4. Double-check recipient addresses before sending crypto

Token Metrics adds a layer of safety by helping you avoid scam tokens and showing real-time AI insights before you buy.

📈 Crypto Investment Trends to Watch in 2025

  • AI-Powered Trading Bots
  • Real-World Asset (RWA) Tokenization
  • Bitcoin and Ethereum ETFs
  • Layer-2 Scaling (Arbitrum, Optimism)
  • Decentralized Social & Gaming Tokens

With so many innovations, it's crucial to use a tool like Token Metrics to stay ahead of the curve.

🏁 Final Thoughts

Buying cryptocurrency in 2025 is simple, but succeeding in crypto requires strategy. Whether you're a beginner or a seasoned trader, using a smart platform like Token Metrics will help you:

  • Avoid rookie mistakes
  • Discover winning tokens
  • Time your entries and exits using AI
  • Maximize your ROI in bull and bear markets

Don’t just buy crypto. Buy it with intelligence.

Research

How Does Cryptocurrency Work? Guide to the Future of Money - Why Token Metrics Is the Best AI Crypto Trading and Research Platform to Master It

Token Metrics Team
8 min
MIN

What Is Cryptocurrency?

Cryptocurrency is a digital form of money that exists on a decentralized network. Unlike traditional currencies like the dollar or euro, it isn’t controlled by a central bank or government. Instead, it uses cryptography to secure transactions, validate ownership, and prevent double-spending.

The most popular cryptocurrencies today include:

  • Bitcoin (BTC) – The original and most valuable cryptocurrency
  • Ethereum (ETH) – A programmable blockchain for apps and smart contracts
  • TMAI – The native token of Token Metrics used for AI-powered crypto research and trading

🧠 How Cryptocurrency Works: A Step-by-Step Breakdown

At the heart of all cryptocurrencies is blockchain technology — a distributed ledger that records transactions in a transparent, immutable, and secure manner.

Step 1: Blockchain Basics

A blockchain is a chain of blocks — each block containing a list of transactions. Every time a transaction occurs (like sending Bitcoin from Alice to Bob), it’s broadcast to a decentralized network of nodes. These nodes validate the transaction and add it to the blockchain.

Once added, it’s permanent and tamper-proof.

Step 2: Decentralized Consensus

To ensure security, cryptocurrencies use consensus mechanisms like:

  • Proof of Work (PoW) – Used by Bitcoin. Miners solve cryptographic puzzles to validate transactions and earn new coins.
  • Proof of Stake (PoS) – Used by Ethereum 2.0. Validators are chosen based on how much crypto they stake in the network.

These systems remove the need for centralized authorities like banks.

Step 3: Wallets and Addresses

To send and receive crypto, users need a wallet — a digital app or hardware device that stores private and public keys.

  • Public Key = Like your bank account number (shareable)
  • Private Key = Like your password (keep it secret)

Step 4: Making Transactions

  1. You enter the recipient’s address and amount.
  2. The transaction is signed with your private key.
  3. It’s broadcast to the blockchain.
  4. Miners or validators confirm it.
  5. It’s added to the blockchain and becomes irreversible.

Step 5: Supply and Demand

Most cryptocurrencies have limited supply. For example, Bitcoin has a max cap of 21 million coins. As supply decreases and demand increases, the price tends to go up — making crypto attractive to investors.

📊 Why Cryptocurrency Matters

  • Decentralization: Removes intermediaries like banks
  • Security: Powered by cryptographic encryption and public verification
  • Transparency: All transactions are publicly recorded
  • Borderless: Send and receive globally in minutes
  • Ownership: No one can seize your funds without your private key

🤖 How Token Metrics Helps You Understand and Trade Crypto Better

Now that you know how cryptocurrency works, the next question is: How do you invest smartly?

That’s where Token Metrics comes in — the best AI-powered crypto research platform for beginners, traders, and institutions.

🔹 1. AI-Powered Price Predictions

Token Metrics uses machine learning models trained on 80+ metrics (technical, on-chain, fundamental, sentiment) to forecast prices for thousands of coins — helping you make data-driven decisions instead of guessing.

🔹 2. Trader and Investor Grades

Each token is assigned two AI-generated grades:

  • Trader Grade – For short-term price action
  • Investor Grade – For long-term potential

These grades update daily and help filter thousands of tokens instantly.

🔹 3. Moonshot Finder

Want to find the next 100x altcoin? Token Metrics features a Moonshots tab, showcasing small-cap tokens with breakout potential based on AI momentum detection.

You can review:

  • Entry date
  • Live ROI
  • Market cap
  • Grade changes
  • Volume trends

🔹 4. Buy/Sell Alerts in Real-Time

Never miss a trade. Token Metrics sends instant alerts when tokens:

  • Hit your target price
  • Trigger bullish/bearish signals
  • Experience grade increases

Alerts are available via:

  • Telegram
  • Slack
  • Discord
  • Email
  • SMS

🔹 5. One-Click Trading

Once you find a great coin, you can trade directly on Token Metrics using the built-in Swap Widget — no need to switch to another platform.

🔹 6. Developer Access via MCP Server

Want to integrate Token Metrics into AI agents or dev tools?

Use the MCP Server to connect real-time data with tools like:

  • Claude / ChatGPT agents
  • Cursor IDE
  • Windsurf GraphQL
  • Slide builders like Tome
  • CLI tools and more

With one Crypto API key, developers and data teams can query identical results across multiple tools — unlocking fast, consistent, and autonomous crypto infrastructure.

🧠 How to Get Started with Token Metrics

  1. Sign up for free at tokenmetrics.com
  2. Access daily updated grades, moonshots, and charts
  3. Set custom alerts and start building your portfolio
  4. Upgrade to Premium or use $TMAI for trading discounts and enhanced limits

🚨 Risks of Cryptocurrency

While crypto offers exciting opportunities, it’s important to be aware of potential risks:

  • Price Volatility – Prices can spike or crash quickly
  • Regulatory Risks – Laws vary across countries and change frequently
  • Security Threats – Always use trusted wallets and enable 2FA
  • Hype & FOMO – Don’t trade based on social media trends without research

Token Metrics helps you mitigate these risks by using AI to cut through the noise and focus on data that matters.

🔮 The Future of Cryptocurrency

Cryptocurrency is evolving rapidly. Trends to watch include:

  • Bitcoin and Ethereum ETFs
  • Layer-2 scaling (Arbitrum, Optimism)
  • AI agents for autonomous trading
  • Real-world asset tokenization
  • Decentralized Finance (DeFi) growth

As crypto matures, platforms like Token Metrics will play a key role in helping users capitalize on opportunities intelligently.

✅ Final Thoughts

Understanding how cryptocurrency works is essential for anyone looking to join the digital economy. From how blockchains secure transactions to how tokens gain value, crypto offers a radically transparent, decentralized financial system.

But success in crypto isn’t just about buying a coin and hoping it rises.

It’s about research. Timing. Strategy. And tools.

That’s why thousands of users trust Token Metrics — the all-in-one AI crypto platform that helps you:

  • Identify high-potential tokens
  • Get real-time price predictions
  • Trade with confidence

Build a smart, diversified portfolio.

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