Research

APIs Explained: How They Power Modern Apps

A clear, practical guide to APIs: what they are, how they work, types, crypto and AI use cases, security best practices, and a framework to evaluate and integrate APIs safely.
Token Metrics Team
5
MIN

APIs (Application Programming Interfaces) are the invisible connectors that let software systems talk to each other. Whether you open a weather app, embed a payment form, or fetch crypto market data, APIs are doing the behind-the-scenes work. This guide explains what an API is, how APIs function, common types, practical use cases, and how to evaluate them securely and effectively.

What is an API?

An API is a defined set of rules and protocols that allows one software component to request services or data from another. Think of an API as a waiter in a restaurant: you (the client) request a dish, the waiter (the API) passes the order to the kitchen (the server), and then returns the prepared meal. APIs standardize interactions so developers can integrate external functionality without understanding internal implementation details.

How APIs Work: Basic Mechanics

At a technical level, most modern APIs use web protocols over HTTP/HTTPS. A client sends a request (GET, POST, PUT, DELETE) to a defined endpoint URL. The server processes the request, optionally interacts with databases or other services, and returns a response, often in JSON or XML format. Key components:

  • Endpoint: The URL where the API listens for requests.
  • Method: Defines the action (e.g., GET to read, POST to create).
  • Headers: Metadata such as authentication tokens and content type.
  • Payload: Data sent to the server (for POST/PUT).
  • Response: Data returned by the server, with status codes like 200 (OK) or 404 (Not Found).

Types of APIs You’ll Encounter

APIs come in several architectural styles and transport patterns. Understanding differences helps pick the right integration model.

  • REST APIs: Representational State Transfer is the most common style. REST uses standard HTTP methods and stateless requests, typically with JSON payloads. It’s simple and broadly supported.
  • GraphQL: A query language that lets clients request exactly the fields they need. Useful for complex data models and reducing over-fetching.
  • WebSocket APIs: Provide persistent two-way communication, enabling low-latency streaming—useful for live market feeds or chat applications.
  • gRPC: A high-performance, binary RPC framework well suited for microservices and internal communication.
  • Third-party and SDK APIs: Many platforms expose endpoints plus language-specific SDKs to simplify integration.

APIs in Crypto and AI: Practical Use Cases

In crypto and AI contexts, APIs are central to tooling and research workflows:

  • Market data: Price, volume, order book snapshots and historical candles from exchanges or aggregators via REST or WebSocket.
  • On-chain data: Blockchain explorers expose endpoints to query transactions, addresses, and contract state.
  • Trading execution: Exchanges provide authenticated endpoints to place orders and manage positions.
  • AI model inference: ML providers offer APIs to run models or pipelines without exposing underlying infrastructure.

AI-driven research platforms and analytics services can combine multiple API feeds to produce indicators, signals, or summaries. Platforms like Token Metrics illustrate how aggregated datasets and models can be exposed via APIs to power decision-support tools.

Evaluating and Using APIs: A Practical Framework

Before integrating an API, apply a simple due-diligence framework:

  1. Documentation quality: Clear, versioned docs and examples reduce integration time and prevent unexpected behavior.
  2. Latency & throughput: Measure response times and rate limits to ensure they meet your application’s needs.
  3. Data coverage & freshness: Verify supported assets, historical depth, and update frequency—especially for time-sensitive use cases.
  4. Authentication & permissions: Check available auth methods (API keys, OAuth) and least-privilege controls.
  5. Reliability & SLAs: Look for uptime guarantees, status pages, and error handling patterns.
  6. Cost model: Understand free tiers, rate-limited endpoints, and pricing for higher throughput.

Security Best Practices for API Integrations

APIs introduce attack surfaces. Adopt defensive measures:

  • Use HTTPS and verify certificates to prevent man-in-the-middle attacks.
  • Store API keys securely (environment variables, secrets managers) and rotate them periodically.
  • Implement rate limit handling and exponential backoff to avoid cascading failures.
  • Limit permissions—use API keys scoped to necessary endpoints only.
  • Monitor logs and set alerts for unusual patterns like spikes in failed requests.

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FAQ: What is an API?

Q: What is the simplest way to describe an API?
A: An API is an interface that defines how software components communicate—standardized requests and responses that let systems share data and functionality.

FAQ: How do API types differ?

Q: When should I use REST vs WebSocket or GraphQL?
A: REST is suitable for standard CRUD operations. WebSocket is appropriate for real-time bidirectional needs like live feeds. GraphQL is useful when clients need flexible queries to minimize data transfer.

FAQ: Are APIs secure to use?

Q: What are common API security concerns?
A: Major concerns include credential leakage, insufficient authorization, unencrypted transport, and abuse due to inadequate rate limiting. Following best practices reduces these risks.

FAQ: Can I build production apps with free APIs?

Q: Are free APIs viable for production?
A: Free tiers can be useful for prototypes and low-traffic apps, but evaluate limits, reliability, and support before relying on them for critical production workloads.

FAQ: How to choose the best API for my project?

Q: What factors matter most when selecting an API?
A: Prioritize data relevance, latency, reliability, documentation quality, security controls, and cost. Prototype early to validate assumptions about performance and coverage.

Disclaimer

This article is educational and informational only. It does not provide financial, legal, or investment advice. Evaluate tools and services independently and consult professionals where appropriate.

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Token Metrics Team
Token Metrics Team

Recent Posts

Crypto Basics

Understanding Cryptocurrency Danger: What Investors Need to Know

Token Metrics Team
6 min
MIN

Introduction to Cryptocurrency

Cryptocurrency is a form of digital currency secured by cryptography, making it nearly impossible to counterfeit or double-spend. As a type of crypto asset, cryptocurrencies operate on decentralized networks powered by blockchain technology—a distributed public ledger maintained by multiple computers worldwide. This decentralized nature sets cryptocurrencies apart from traditional finance systems, which rely heavily on centralized financial institutions and central banks.

Most cryptocurrencies are not issued or regulated by any central authority, which makes them resistant to government interference or manipulation. While this independence offers certain freedoms, it also means that cryptocurrency investments carry substantial risk. The underlying cryptography and blockchain technology are generally secure, but their complexity can be challenging for new users to navigate. Additionally, the market value of cryptocurrencies is often affected by media hype and investor opinion, further contributing to their volatility. Understanding cryptocurrency danger involves exploring both the innovative technology behind it and the volatile market dynamics that influence its value.

Cryptocurrency Exchanges

Cryptocurrency exchanges play a crucial role as crypto asset service providers, allowing investors to buy and sell cryptocurrencies like Bitcoin and other cryptocurrencies at market prices. These exchanges function similarly to stock markets but operate 24/7, reflecting the highly volatile nature of the crypto market. However, many cryptocurrency exchanges lack a high level of governmental oversight or auditability compared to traditional banks, which can expose users to additional risks.

Once purchased, cryptocurrencies must be stored securely, either in digital wallets controlled by the user or through third-party services such as Coinbase, which assist with storing crypto assets safely. Some brokerage platforms, like Robinhood, provide access to cryptocurrency investments but may impose restrictions on withdrawals, limiting how investors can transfer or sell cryptocurrencies. This highlights the importance of understanding the terms and risks associated with each platform.

For those seeking exposure to the crypto asset class without directly holding digital wallets, crypto ETFs offer a more traditional investment vehicle. These funds track the market value of cryptocurrencies and can be bought and sold through conventional brokerage accounts, bridging the gap between digital assets and traditional finance.

Cybersecurity Risks

One of the most significant cryptocurrency dangers lies in cybersecurity risks. Despite the security of blockchain technology, crypto investments are vulnerable to scams, hacks, software bugs, and the highly volatile price swings inherent in the market. The private key—a unique cryptographic code—is the sole access point to an investor’s digital wallet and cryptocurrency holdings. Losing this private key means losing access to the entire investment permanently, with no recourse. If a private key is stolen, there is no way to retrieve it, similar to having a credit card with no authentication check.

Technical challenges and market speculation add layers of risk that investors must carefully consider. Hackers frequently target digital wallets and cryptocurrency exchanges, attempting to steal digital assets. Numerous exchanges have suffered massive security breaches, leading to substantial losses for users. To mitigate these risks, many investors use offline hardware wallets or cold storage solutions, which keep private keys disconnected from the internet connection and significantly reduce the chances of theft.

Evaluating Cryptocurrency as an Investment

Cryptocurrency investments are highly speculative and carry substantial risk, making them unsuitable for risk-averse investors. The market’s high price volatility can lead to rapid gains but also significant losses, and investors should only commit funds they can afford to lose. Cryptocurrencies can potentially yield high returns, attracting speculative investors. Unlike traditional finance, where financial institutions and regulatory bodies provide certain protections, cryptocurrency markets operate with limited oversight, increasing the potential for market manipulation and fraud.

Understanding one’s personal risk tolerance is crucial before deciding to invest in cryptocurrencies. The lack of regulatory control means that how funds are used or managed may be opaque, and the risk of losing money is real and significant. Investors should approach cryptocurrency investments with caution and seek advice from qualified investment advisors to navigate these complexities.

Benefits and Advantages of Cryptocurrency

Despite the risks, cryptocurrencies offer unique advantages. By removing reliance on centralized intermediaries such as banks or credit card companies, cryptocurrencies reduce systemic financial risks and enable more direct, peer-to-peer transactions. Transfers between parties are secured through public and private key cryptography and validated by consensus mechanisms like proof of work or proof of stake, which underpin blockchain technology.

Crypto transfers can often be faster than traditional money transfers, especially in cross-border remittances where converting fiat currency typically involves multiple intermediaries. Decentralized finance innovations like flash loans demonstrate how cryptocurrency transactions can occur almost instantaneously, providing new opportunities for investment and trading.

Risks and Challenges

However, cryptocurrencies also pose significant risks and challenges. While transactions are pseudonymous, digital trails remain traceable by law enforcement agencies such as the Federal Bureau of Investigation (FBI). Cryptocurrencies have been exploited for illicit activities including money laundering, dark web transactions, and ransomware payments. China has banned cryptocurrency exchanges, transactions, and mining, although it has developed a Central Bank Digital Currency (CBDC).

The concentration of wealth in the crypto space is increasing, with large companies and investment funds accumulating substantial holdings. Additionally, cryptocurrency mining demands significant energy consumption, often concentrating mining power among a few large firms with vast resources.

Off-chain security issues, such as vulnerabilities in third-party platforms, and the inherent price volatility continue to challenge the practical implementation of cryptocurrencies. The ideal of a fully decentralized system is often compromised by market manipulation and fraud, underscoring the cryptocurrency danger investors face.

Cryptocurrency and the Law

Unlike fiat currency, which is government-issued legal tender, cryptocurrencies lack official issuance and their legal status varies widely across jurisdictions. In the United States, the Internal Revenue Service (IRS) treats cryptocurrencies as financial assets or property for tax purposes, requiring capital gains taxes on sales or trades.

U.S. courts have classified cryptocurrencies as securities for institutional buyers but not for retail investors trading on exchanges, reflecting the complex regulatory environment. In July 2023, U.S. courts ruled that cryptocurrencies are considered securities when purchased by institutional buyers but not by retail investors on exchanges. Similarly, cryptocurrency regulations in Asia differ significantly by country, demonstrating the global uncertainty surrounding digital assets.

Investors must stay informed about evolving legal frameworks to understand the implications of investing in cryptocurrencies and ensure compliance with tax and regulatory requirements.

Common Scams and How to Avoid Them

The irreversible nature of cryptocurrency transactions and limited regulatory oversight make the space ripe for scams. Fraudsters often use fake endorsements, pressure tactics, and misleading schemes to steal money from unsuspecting investors. For example, some have lost substantial sums—like Rhett, who lost $97,000 to a fraudulent Bitcoin trading scheme.

To avoid falling victim to scams, investors should exercise caution, conduct thorough research, and verify the legitimacy of any investment opportunity. Consulting with reputable investment advisors and relying on trusted sources can help mitigate the risk of fraud and ensure safer participation in the crypto market.

Best Practices for Cryptocurrency Users

Despite the inherent risks, many individuals are drawn to cryptocurrency for its potential gains and innovative technology. To protect digital currency assets, users must adopt proactive security measures. Understanding cybersecurity risks is essential to safeguarding crypto investments from hackers and bad actors.

Best practices include using hardware wallets like Ledger or Trezor, which provide enhanced security by keeping private keys offline. Investors should create duplicate hardware wallets and store backups in secure locations to prevent permanent loss of access. Staying vigilant against phishing attacks and avoiding sharing private keys or sensitive information is critical for maintaining control over digital assets.

Conclusion and Final Thoughts

Cryptocurrencies remain a highly speculative and risky asset class characterized by substantial price volatility and cybersecurity dangers. Investment advisors often recommend treating crypto investments as trading instruments rather than long-term holdings due to their unpredictable nature.

Cryptocurrency products carry risks including illiquidity and the potential for total loss of the entire investment. Investors should only allocate funds they can afford to lose and fully understand the technical complexities and market dynamics before engaging in cryptocurrency trading.

By staying informed, exercising caution, and following best security practices, investors can navigate the cryptocurrency landscape more safely. However, the cryptocurrency danger remains real, and careful consideration is essential before investing in this rapidly evolving digital asset space. Understanding the security and risks related to cryptocurrency requires a much higher level of engagement than traditional investments.

Crypto Basics

What Is Cryptocurrency Market Cap? A Comprehensive Guide

Token Metrics Team
6 min
MIN

Understanding the cryptocurrency market cap is fundamental for anyone interested in investing or trading digital currencies. Market capitalization, often referred to as market cap, is a key metric that reflects the total value of a cryptocurrency in the market. Cryptocurrency market capitalization represents the total value of all coins that have been mined for a specific cryptocurrency or all cryptocurrencies combined. This article will explore what cryptocurrency market cap means, how it is calculated, and why it matters for investors navigating the dynamic crypto market.

Introduction to Market Capitalization

Market capitalization represents the total value of a cryptocurrency's circulating coins in the market. It is a crucial metric used by investors and professionals to gauge the relative size and importance of a digital currency within the crypto ecosystem. Understanding market cap is essential for making informed investment decisions, as it provides a snapshot of a cryptocurrency’s size, popularity, and growth potential.

The market cap of a cryptocurrency is calculated by multiplying its current price by the number of coins in circulation. This simple formula offers insight into the cryptocurrency’s total value and helps investors compare different crypto assets effectively. By knowing the market cap, investors can better understand a cryptocurrency’s position in the market and assess its potential for future growth.

Crypto Market Cap and Circulating Supply

To fully grasp the concept of crypto market cap, it is important to understand the role of circulating supply. The circulating supply refers to the number of coins currently available and actively traded in the market. It is this supply that determines the crypto market cap when multiplied by the cryptocurrency’s current price.

Circulating supply is distinct from total supply, which includes all coins that have been created, including those not yet available for trading or locked in reserves. For example, some projects may have a large total supply but a smaller circulating supply due to tokens held by the development team or locked in smart contracts. Recognizing the difference between circulating supply and total supply is vital when evaluating a cryptocurrency’s market capitalization and its potential impact on price and growth.

Calculation and Importance

Market cap is calculated by multiplying the current price of a cryptocurrency by its circulating supply, providing a real-time measure of the asset's total value in dollars or other fiat currencies. This calculation is dynamic, as both price and circulating supply can fluctuate, causing the market cap to change rapidly.

This metric is important because it helps investors assess the size and value of a cryptocurrency relative to others in the crypto market. A higher market cap often indicates a more established and widely adopted cryptocurrency, such as Bitcoin or Ethereum, which tend to have greater network security and liquidity. Conversely, a low market cap may signal a newer or more speculative digital asset, often associated with higher risk and volatility.

Understanding market cap allows investors to make informed choices by comparing the total value of different cryptocurrencies and evaluating their potential for growth or decline.

Investment Strategies and Market Trends

Market capitalization plays a significant role in shaping investment strategies within the crypto market. It influences the level of risk investors are willing to take and the potential returns they might expect. Cryptocurrencies are categorized into three market cap sizes: large-cap (over $10 billion), mid-cap ($1 billion to $10 billion), and small-cap (under $1 billion). Large cap cryptocurrencies, typically those with a market cap exceeding $10 billion, are generally less volatile and more stable. These assets are favored by conservative investors who prioritize security and steady growth.

On the other hand, mid cap and small cap cryptocurrencies often present higher growth potential but come with increased risk and price volatility. Small cap cryptocurrencies may be more susceptible to market fluctuations and liquidity challenges but can offer substantial returns if their underlying projects succeed.

Staying informed about market trends and understanding how market cap affects demand, liquidity, and price movements are essential for developing effective investment strategies. Investors who respond appropriately to these factors are better positioned to capitalize on opportunities and mitigate risks.

Characteristics of a Liquid Market

A liquid market is characterized by the ability to quickly buy or sell assets without causing significant price changes. In the crypto market, liquidity is a critical factor affecting volatility and trading volume. High liquidity means that there is a large number of buyers and sellers, facilitating smooth transactions and reducing price manipulation risks.

Cryptocurrencies with a high market cap tend to have more liquid markets due to their popularity and widespread adoption. This liquidity attracts institutional investors and traders who require the ability to enter and exit positions efficiently. Conversely, small cap cryptocurrencies may suffer from low liquidity, leading to higher volatility and wider bid-ask spreads.

A liquid market with high trading volume provides better price stability and more trading opportunities, making it more attractive for both short-term traders and long-term investors.

The Crypto Market Ecosystem

The crypto market ecosystem is a complex and evolving environment influenced by various factors beyond market cap. Blockchain technology underpins all cryptocurrencies, providing the decentralized infrastructure that ensures transparency and security. Network security, driven by consensus mechanisms and the number of active nodes, plays a crucial role in maintaining trust and stability in the market.

Institutional investors have increasingly entered the crypto market, bringing greater capital, legitimacy, and scrutiny. Their participation often affects market trends and can lead to increased liquidity and reduced volatility in large cap cryptocurrencies.

Understanding this ecosystem and the interplay of technology, investor behavior, and market dynamics is essential for anyone looking to navigate the crypto market successfully. The market is constantly responding to new technologies, regulatory developments, and shifts in investor sentiment.

Large Cap Cryptocurrencies

Large cap cryptocurrencies, such as Bitcoin and Ethereum, dominate the crypto market with market caps exceeding $10 billion. These digital assets are widely regarded as more stable and less volatile compared to smaller cryptocurrencies. Their established track records and strong network security make them attractive safe havens during periods of market uncertainty.

Large cap cryptocurrencies benefit from high liquidity and trading volume, which contribute to better price stability and ease of trading. However, because of their already substantial market capitalization, these assets may experience slower price growth compared to mid or small cap cryptocurrencies.

Investors often include large cap cryptocurrencies in their portfolios to provide balance and reduce overall risk.

Growth Potential and Analysis

While large cap cryptocurrencies offer stability, mid cap and small cap cryptocurrencies often present greater growth potential. These smaller crypto assets may be in earlier stages of development, with innovative projects and technologies that can lead to significant price appreciation.

Analyzing growth potential involves examining a cryptocurrency’s market cap, trading volume, underlying blockchain technology, and the strength of its project or business model. Investors also consider factors such as tokenomics, total supply, and network security to assess long-term viability.

However, higher growth potential comes with increased risk, including higher volatility and liquidity challenges. Investors must carefully weigh these factors and conduct thorough research before committing to investments in smaller cap cryptocurrencies.

Developing Effective Investment Strategies

Crafting effective investment strategies in the crypto market requires a comprehensive understanding of market trends, risk management, and portfolio diversification. Investors should clearly define their investment goals and risk tolerance before entering the market.

Market capitalization is a critical consideration in strategy development, as it affects liquidity, volatility, and potential returns. Diversifying investments across large cap, mid cap, and small cap cryptocurrencies can help balance risk while capturing growth opportunities.

Staying informed about the latest market trends, technological advancements, and regulatory changes is essential. Investors should be prepared to adapt their strategies as the crypto market evolves, responding to shifts in demand, supply, and broader economic factors.

In conclusion, understanding what cryptocurrency market cap is and how it influences the crypto market is vital for making informed investment decisions. By considering market cap alongside other metrics such as circulating supply, trading volume, and network security, investors can navigate the complex world of digital assets with greater confidence and success.

Announcements

Introducing the New Moonshots API Endpoint: Access High‑Potential Tokens Programmatically

Token Metrics Team
5 min
MIN

The crypto market moves fast, and staying ahead requires more than just watching charts — it takes actionable data, delivered in real‑time. That’s why we’re excited to announce a major upgrade for developers, traders, and analysts: the Moonshots feature is now live as a Token Metrics API endpoint.

This new endpoint brings the same powerful insights from our Premium Moonshots dashboard directly into your apps, dashboards, and trading systems — programmatically. Whether you’re building a crypto trading bot, creating dynamic watchlists, or backtesting new strategies, the Moonshots API gives you everything you need to make smarter, faster decisions.

What Are Moonshots?

In crypto, “moonshots” are low‑cap tokens with high upside potential — the kind of high‑risk, high‑reward plays that can deliver outsized returns when identified early. At Token Metrics, our Moonshots aren’t just random picks.

They are:

  • Hand‑picked by AI: Our proprietary algorithms scan thousands of tokens daily.
  • Backtested for performance: Only tokens that meet strict historical success criteria make the cut.
  • Continuously updated: Live insights reflect evolving market conditions in real time.

Since launch, Moonshots have surfaced 43 tokens with a 65 % win rate across trades. The max single‑token return so far? 68 % — and counting.

For developers, this is no longer just data you view in our dashboard. It’s now available via API, ready to integrate into your workflows.

Why Use the Token Metrics Moonshots API?

1. Programmatic Access to High‑Potential Trades
Get direct access to live Moonshot signals without needing to log into the platform. Perfect for apps, analytics dashboards, or automated trading systems.

2. Build Smarter Watchlists
Automatically populate your app or dashboard with AI‑curated, high‑potential tokens.

3. Trigger Bots in Real Time
Integrate the Moonshots feed into your trading bots so they can act instantly when a new token surfaces.

What’s in the API Response?

When you call the /v2/moonshot-tokens endpoint, you’ll get:

  • Token name & ticker – For easy identification.
  • Return on Investment (ROI) – Performance since the signal went live.
  • Trader Grade – Token Metrics’ proprietary grade indicating trade potential.
  • Market Cap – So you can quickly gauge token size and liquidity.
  • Signal Date – When the Moonshot was flagged.

Want to see how these signals have performed over time? Use /v2/moonshots-tokens with type=past param for detailed past performance data.

Who Is This For?

The Moonshots API is designed for:

  • Developers: Integrate AI‑curated trading intelligence into your products.
  • Quant Traders: Automate your strategies with real‑time Moonshot signals.
  • Portfolio Managers: Discover high‑potential small‑cap tokens before the crowd.

How to Get Started

  1. Upgrade to the Advanced Plan
    Moonshots is part of our premium trading‑signal suite, available with the Advanced Plan.

  2. Get Your API Key
    Once upgraded, grab your API key from the Token Metrics API dashboard.

  3. Call the Endpoint

    • Live Moonshots: GET /v2/moonshot-tokens
    • Past Moonshots: GET /v2/moonshot-tokens with type=past

  4. Build and Deploy
    Use the data to feed your dashboards, bots, or applications.

Your code could be live in minutes.

Example Use Cases

1. Auto‑Populate Watchlists

Give your users instant access to a curated list of high‑potential tokens. No manual updates — just live, programmatic signals from the API.

2. Trading Bot Triggers

Connect Moonshots to your algorithmic trading strategies. When a new Moonshot signal appears, your bot can take action immediately.

Why Moonshots API Is a Game‑Changer

The Moonshots API takes one of our most popular Premium features and makes it actionable for builders and advanced traders. No more copy‑pasting token names from dashboards. No more manually tracking new signals. With programmatic access, you can:

  • React faster to new opportunities.
  • Automate trading or alert systems.
  • Enhance your products with cutting‑edge AI‑curated token lists.

This is the same data powering our Premium dashboards — now unlocked for programmatic use.

Performance at a Glance

Here’s what you can expect from Moonshots based on recent data:

  • Tokens surfaced: 43
  • Win rate: 65 %
  • Max single‑token return: 68 %
  • Average holding period: Short‑ to mid‑term trades (active monitoring recommended)

The Bottom Line

The new Moonshots API endpoint lets you turn insights into action. Whether you’re an individual trader looking to build a personal watchlist, a quant team running algorithmic strategies, or a product developer building the next great crypto platform, the Moonshots API provides a direct pipeline to AI‑curated, backtested token picks with a proven track record.

Don’t just watch the next big move — catch it before it becomes hindsight.

How to Access the Moonshots API

  1. Upgrade to Advanced Plan to unlock trading‑signal endpoints.
  2. Get your API key from the Token Metrics dashboard.
  3. Start calling /v2/moonshot-tokens today.

Have questions? Our team is available on Telegram (@tokenmetricsapi) to help you get up and running.

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