Cryptocurrency Mining - What It Is and How to Mine Cryptocurrencies in 2023

Crypto Basics

Cryptocurrency Mining - What It Is and How to Mine Cryptocurrencies in 2023

Learn everything about cryptocurrency mining and how it works, in this descriptive guide.

Token Metrics Team

10 Minutes

MIN

Index

Overview of Solana Blockchain

Cryptocurrency mining has become a buzzword in the world of crypto and technology, and it has become a popular way for individuals to generate new coins and earn money.

While the concept of mining may seem intimidating to some, it's actually quite simple and accessible to anyone with a computer and internet connection. As we enter 2023, the world of crypto mining is constantly evolving and adapting to changing market conditions.

In this article, we will explore the ins and outs of crypto mining, including how it works, its types, the equipment needed for mining, and the potential benefits and drawbacks.

What is Cryptocurrency Mining?

Crypto mining is the process of adding new blocks to a blockchain by verifying transactions and solving complex mathematical equations. When a new block is added to the blockchain, the miner responsible for the block receives a reward in the form of newly minted cryptocurrency.

In order to mine cryptocurrency, you also need to have some serious computing power. This is because the mining process involves solving complex mathematical equations to validate transactions on the network. The more computing power you have, the more equations you can solve, and the more rewards you can potentially earn.

The most popular cryptocurrency to mine is Bitcoin, but there are also many other digital currencies that can be mined, such as Ethereum, Litecoin, and Dogecoin. Each cryptocurrency has its own mining algorithm and requirements, so it's important to do your research and choose the one that best suits your hardware and preferences.

How does Crypto Mining Work?

Now, let's understand how crypto mining actually works.

When a transaction is made on a cryptocurrency network, it needs to be verified by multiple nodes on the network to ensure its validity. These nodes are essentially computers that are connected to the network and are responsible for maintaining the blockchain, which is a digital ledger that records all transactions on the network.

When a node verifies a transaction, it adds it to the blockchain and broadcasts it to the rest of the network. The other nodes then verify the transaction as well, and if a majority of them agree that it is valid, the transaction is confirmed and added to the blockchain permanently.

This is where miners come in. Miners use their computers to compete with each other to solve a complex mathematical equation known as a hash. The first miner to solve the hash is rewarded with a certain number of digital tokens or coins, which is why mining is often referred to as earning cryptocurrency.

Proof of Work Method in Crypto Mining

Proof of Work (PoW) is a consensus algorithm used by many blockchain-based cryptocurrencies to validate transactions and prevent fraudulent activity on the network.

Now, you might be thinking, "What is a consensus algorithm?" Well, a consensus algorithm is a set of rules that determine how transactions are validated and added to the blockchain.

In a decentralized network, like a cryptocurrency, there is no central authority to oversee the transactions and ensure their validity. Instead, the network relies on consensus algorithms to ensure that all nodes on the network agree on the state of the ledger.

In a PoW system, nodes on the network compete with each other to solve complex mathematical equations, or "hashes," in order to validate transactions and earn rewards. The first node to solve the hash is rewarded with a certain amount of cryptocurrency, such as Bitcoin or Ethereum. This process is often referred to as "mining."

What Equipment is Needed in Crypto Mining?

To mine cryptocurrency, a miner needs specialized hardware, such as a graphics processing unit (GPU) or an application-specific integrated circuit (ASIC). These devices are designed specifically for crypto mining and are optimized for the computational power required to solve the complex equations.

Other equipment needed for mining includes a mining pool, which is a group of miners who combine their resources to increase their chances of solving the mathematical problems and receiving the reward. A miner also needs a wallet to store their earned cryptocurrency.

Types of Cryptocurrency Mining

There are actually several different types of crypto mining. Let's saddle up and take a closer look at each one.

CPU Mining - The first type of mining is CPU mining. As the name suggests, this involves using your computer's central processing unit (CPU) to solve complex mathematical equations, or "hashes," in order to validate transactions and earn rewards.

While CPU mining was popular in the early days of cryptocurrency, it has since become less profitable due to the increasing difficulty of the hashes and the rise of more powerful mining hardware.

GPU Mining - The next type of mining is GPU mining. This involves using a graphics processing unit (GPU) to solve the hashes and validate transactions.

GPUs are more powerful than CPUs and can perform the calculations required for mining more efficiently. As a result, GPU mining is currently one of the most popular methods of mining cryptocurrency.

ASIC Mining - ASIC mining is another popular method of mining. ASICs, or application-specific integrated circuits, are specialized mining hardware designed specifically for cryptocurrency mining.

They are highly efficient and can perform the calculations required for mining much faster than CPUs or GPUs. However, they are also much more expensive and can be difficult to obtain.

Cloud Mining - Cloud mining is a type of mining that involves renting computing power from a third-party provider. The provider hosts the mining hardware and handles the maintenance and operation of the equipment, while the user pays a fee to access the computing power.

While cloud mining can be convenient for those who don't have the resources or expertise to set up and maintain their own mining hardware, it can also be more expensive and less profitable than other types of mining.

Mobile Mining - Mobile mining is a relatively new type of mining that involves using your smartphone or tablet to mine cryptocurrency. While mobile devices are not as powerful as CPUs, GPUs, or ASICs, they can still contribute to the network and earn rewards. However, mobile mining is not very profitable and can also be detrimental to the device's battery life.

Hybrid Mining - Finally, there is hybrid mining, which combines two or more types of mining in order to maximize profits. For example, a miner might use ASICs for the most difficult and profitable calculations, while using GPUs or CPUs for less intensive calculations. This can help to balance the costs and benefits of different types of mining and increase overall profitability.

How to Mine Cryptocurrencies?

When you're prepared to begin mining cryptocurrency, below are the steps you should follow-

1. Choose Your Mining Hardware

The first step in mining cryptocurrencies is to choose your hardware. As we discussed in the previous article, there are several different types of mining hardware available, including CPUs, GPUs, ASICs, and even mobile devices. The type of hardware you choose will depend on your budget, resources, and goals.

2. Choose Your Mining Software

Once you have your hardware, you'll need to choose your mining software. This software is responsible for connecting your hardware to the blockchain network and managing the mining process. There are several different mining software options available, each with its own features and requirements. Some popular options include CGMiner, BFGMiner, and EasyMiner.

3. Join a Mining Pool

Mining can be a competitive and resource-intensive process, and it can be difficult for individual miners to earn rewards on their own. One solution to this problem is to join a mining pool.

A mining pool is a group of miners who work together to solve the complex equations required for mining, and then split the rewards based on each member's contribution. Joining a mining pool can increase your chances of earning rewards and make the mining process more efficient.

4. Configure Your Hardware and Software

Once you have your hardware, software, and mining pool set up, you'll need to configure them for optimal performance. This may involve adjusting settings such as your hash rate, power consumption, and temperature control. You'll also need to ensure that your hardware and software are compatible and properly connected to the mining pool.

5. Start Mining

Once you've completed all of the previous steps, it's time to start mining! Depending on the type of cryptocurrency you're mining and the mining pool you've joined, you may need to meet certain minimum requirements in order to start earning rewards.

6. Monitor and Maintain Your Mining Operation

Finally, it's important to monitor and maintain your mining operation in order to ensure that it remains profitable and efficient. This may involve monitoring your hardware and software for errors or malfunctions, adjusting your settings as needed, and keeping track of your earnings and expenses.

Is Crypto mining profitable in 2023?

In 2023, the profitability of crypto mining will depend largely on the price of the cryptocurrency being mined and the level of competition in the industry. Other factors that could affect mining profitability include the growth of decentralized finance, the rise of proof-of-stake, and the impact of regulatory changes.

To stay profitable, miners can focus on newer and less well-known cryptocurrencies, invest in more efficient mining hardware, and be flexible and adaptable in their mining strategies. While there are challenges facing the industry, there are also opportunities for those willing to take risks and adapt to changing market conditions.

Tax Implications on Crypto Mining

Mining cryptocurrencies can have tax implications, as it is considered a form of income. The specific tax laws and regulations vary depending on the country and jurisdiction.

In the United States, for example, mining income is subject to self-employment tax and must be reported on tax returns. Additionally, the sale of mined cryptocurrency may trigger capital gains taxes.

It is important for miners to understand the tax implications of their activities and to keep detailed records of their mining income and expenses to ensure compliance with tax laws. Seeking the advice of a tax professional can also be helpful in navigating the complex tax landscape of crypto mining.

Is Crypto Mining Legal?

In general, mining cryptocurrencies is legal in most countries, but some have imposed restrictions or bans on mining activities. China, for example, has banned crypto mining, citing concerns about energy consumption and financial risks.

In other countries, such as the United States, mining is legal but may be subject to regulation and oversight. It is important for miners to research and understand the laws and regulations in their country or region to ensure they are operating legally. Failure to comply with regulations could result in fines, legal action, or other penalties.

Cryptocurrency Mining Benefits and Risks

Cryptocurrency mining can offer several benefits, such as the potential for significant profits, the ability to earn cryptocurrency without purchasing it, and the opportunity to participate in the decentralized network of blockchain technology.

However, there are also risks associated with mining, including the high cost of electricity and mining equipment, the volatility of cryptocurrency prices, and the potential for fraud or hacking.

Additionally, as the industry becomes more competitive, it can be difficult for individual miners to remain profitable. Despite the risks, many people continue to see crypto mining as a worthwhile investment, as long as they approach it with caution and a clear understanding of the potential risks and rewards.

Closing Thoughts

Cryptocurrency mining can be a complex and rewarding process for those who are willing to put in the time and effort to learn about it. It requires a significant investment in hardware and electricity, as well as a deep understanding of the technical aspects of mining and the ethical considerations involved.

But for those who are willing to take the plunge, it can be a lucrative and exciting way to earn digital currency and contribute

Disclaimer

The information provided on this website does not constitute investment advice, financial advice, trading advice, or any other sort of advice and you should not treat any of the website's content as such.

Token Metrics does not recommend that any cryptocurrency should be bought, sold, or held by you. Do conduct your own due diligence and consult your financial advisor before making any investment decisions.

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AI Crypto Trading - How Token Metrics AI Helps You Catch Every Crypto Narrative Before It Pumps

Token Metrics Team

8 min

MIN

In crypto, narratives don’t just tell stories — they move serious capital.

Every few weeks, a new sector takes center stage. One day it’s memecoins. The next it’s AI tokens. After that, it's Real World Assets (RWAs), restaking protocols, or something entirely new. The constant cycle of hype and attention creates volatile capital flows that most traders struggle to keep up with. By the time you realize a narrative is pumping, you're often already late. The smart money has rotated, and you’re left holding the bag as exit liquidity.

This is where Token Metrics steps in with a powerful solution: AI-driven Portfolio Rotation based on real-time narrative performance.

Instead of relying on gut feeling or Twitter hype, Token Metrics uses real-time data, AI-powered grading, and predictive analytics to help you rotate your crypto portfolio into the right narratives at exactly the right time. It’s built for traders who want to consistently stay ahead of capital flows, and it’s already live for Premium users.

Let’s dive deeper into why narrative rotation matters, how Token Metrics tracks it in real-time, and why this AI-powered system is changing the way traders approach crypto markets.

Why Narrative Rotation Matters

If you’ve been trading crypto for a while, you already know one core truth: attention drives liquidity. And in crypto, attention shifts fast.

Whenever a new narrative gains traction — whether it's driven by a protocol upgrade, macroeconomic news, or simply viral social media posts — the capital starts flowing:

Venture capital firms pump their favorite tokens tied to the narrative.
Influencers and alpha groups amplify the hype.
Traders chase short-term momentum looking for fast gains.
Retail investors arrive late and often buy the top.

This cycle repeats over and over. If you’re not rotating early, you end up entering the trade just as early participants are exiting. The trick is not just identifying strong narratives — it’s recognizing when they start to heat up, and moving capital accordingly.

Narrative rotation allows traders to continuously reallocate their portfolio toward the sectors that are attracting fresh liquidity — and more importantly — exiting fading narratives before they reverse.

In traditional markets, this level of active sector rotation often requires hedge fund-level resources. In crypto, with its fragmented data and 24/7 markets, it's even harder to pull off manually. That’s where AI comes in.

How Token Metrics Tracks Narratives in Real Time

The Token Metrics team recognized that crypto traders needed a smarter, data-driven approach to narrative rotation. So they built an entire system that tracks sector performance dynamically — in real time — across hundreds of tokens and multiple narratives.

Here’s how it works:

Curated Narrative Indices: Token Metrics has built multiple AI-curated indices that group tokens into active narratives such as Top AI Tokens, Top Memecoins, Top RWAs, and more. Each index represents a distinct narrative, aggregating multiple projects into a single performance tracker.
Live ROI Tracking: Every index is continuously monitored based on 7-Day and 30-Day ROI metrics. This gives traders instant visibility into which narratives are starting to outperform and where capital is rotating.
Real-Time Bullish/Bearish Signals: The platform applies AI-powered bullish and bearish signals across individual tokens within each index. This helps you gauge not only sector-level momentum but also individual token strength.
Trader Grade Scoring: Every token within each narrative is also scored using Token Metrics’ proprietary Trader Grade, which ranks tokens by short-term momentum, volatility, liquidity, and AI-driven signal strength.

In short, instead of relying on your gut instinct or waiting for narratives to trend on crypto Twitter, you’re seeing clear, data-backed signals the moment narratives begin to heat up — and well before retail crowds arrive.

What is AI Portfolio Rotation?

The real breakthrough is AI Portfolio Rotation. This isn’t just a dashboard that shows you sector performance. Token Metrics goes a step further by actually generating actionable portfolio rotation recommendations based on live narrative performance.

The system works like this:

Monitor Narrative Outperformance: The AI monitors all active narrative indices, tracking which sectors are outperforming based on short-term ROI, momentum signals, and Trader Grades.
Rotate Exposure Automatically: As narratives shift, the system automatically suggests reallocating exposure into the narratives that are gaining momentum.
Select Top Tokens: Within each narrative, only the top-scoring tokens — those with the strongest Trader Grades and bullish signals — are included in the recommended allocation.
Exit Underperformers: If a narrative weakens, or signals turn bearish, the system exits positions and reallocates capital into stronger sectors.

It’s essentially an AI-powered quant fund operating on narrative rotation logic — continuously adapting your portfolio allocation based on capital flows across narratives in real-time.

For traders, it turns the chaotic, unpredictable world of crypto narratives into a structured, rules-based trading system.

Example From the Webinar: AI → Memes → RWA

During the recent Token Metrics Premium webinar, the team showcased how AI Portfolio Rotation played out in the real market over just a few weeks.

AI Tokens Surge: After new OpenAI product announcements, AI-related crypto tokens like FET, RNDR, and AGIX began to outperform, attracting attention from traders anticipating a broader AI sector pump.
Memecoin Mania: Shortly after, celebrity-driven memecoin launches flooded the market, pushing memecoins like PEPE, FLOKI, and DOGE into the spotlight. The narrative shifted hard, and capital rotated into these high-volatility assets.
Real World Assets (RWA) Take Over: As macroeconomic narratives around tokenized assets and on-chain treasuries gained momentum, the RWA sector surged. Tokens tied to tokenization narratives, like ONDO or POLYX, saw significant inflows.

By using Token Metrics’ AI-powered system, traders following the dashboard were able to rotate their portfolios in sync with these capital flows — entering hot narratives early and exiting before momentum faded.

Who Is This For?

AI Portfolio Rotation isn’t just for advanced quant traders — it's designed for a wide range of crypto participants:

Swing Traders: Rotate across hot sectors with clear, data-driven insights.
Fund Managers: Systematically allocate capital across outperforming narratives while minimizing guesswork.
Crypto Builders & Analysts: Monitor sector flows to understand broader market trends and build better macro narratives.
On-Chain Traders: Actively manage DeFi portfolios and liquidity positions with narrative-aware positioning.

The point is simple: narrative allocation beats token picking.

Most traders spend hours debating which token to buy, but often fail to recognize that sector rotation drives much larger price moves than token fundamentals alone — especially in the short-term crypto cycle.

Token Metrics vs. Guesswork

To really understand the edge this provides, let’s compare:

Feature Token Metrics AI Rotation Manual Research

Live Narrative ROI Tracking ✅ Yes ❌ No

AI-Driven Rotation Logic ✅ Yes ❌ No

Trader Grade Filtering per Theme ✅ Yes ❌ No

Bullish/Bearish Signals ✅ Yes ❌ No

Performance vs BTC/SOL/ETH Benchmarks ✅ Yes ❌ Time-consuming

While manual research often leaves you reacting late, Token Metrics transforms narrative rotation into an objective, data-powered process that removes emotional bias from your trading decisions.

The Bottom Line

AI-driven portfolio rotation gives you the ultimate edge in fast-moving crypto markets.

Instead of constantly chasing headlines, Discord alphas, or social media hype, Token Metrics allows you to:

Instantly see which narratives are gaining momentum.
Automatically rotate into top-rated tokens within those narratives.
Exit fading narratives before the crowd even realizes the shift.

It’s a systematic, repeatable approach to trading the strongest sectors in real time. And most importantly — it allows you to profit from the same capital flows that move these markets.

In a space where being early is everything, Token Metrics’ AI Portfolio Rotation may be one of the smartest tools available for crypto traders looking to stay ahead of narrative rotations.

This isn’t just better data — it’s better positioning.

Announcements

Best Crypto API for Automated Trading: How Zapier and Token Metrics Help Crypto Traders Win

Token Metrics Team

8 min

MIN

Zapier is a no-code automation platform that lets you connect different apps and workflows using simple logic. With this integration, Token Metrics becomes one of the most powerful crypto APIs available for automation.

Now, you can instantly stream insights from the best crypto API into your favorite tools—whether you're managing a community in Discord, running a trading desk in Slack, or tracking token performance in Google Sheets.

Imagine automatically alerting your team when:

A token’s Investor Grade turns bullish
The Sharpe Ratio crosses a risk threshold
A new coin ranks in the top 10 AI indices
A project’s Valuation Score improves week-over-week

That’s just the beginning.

Building a Real-Time Crypto Market AI Bot on Discord

Let’s break down one of the most exciting use cases: creating a crypto AI assistant in Discord that delivers real-time token insights using Token Metrics and Zapier.

Step 1: Set Up Token Metrics API in Zapier

First, connect your Token Metrics account to Zapier and select your trigger. Zapier will display available endpoints from the Token Metrics API, including:

Indices Performance
Investor and Trader Grades
Quant Metrics
Valuation Scores
Support/Resistance Levels
Volatility and Risk Metrics

For this walkthrough, we’ll use the Quant Metrics endpoint and monitor the token Hyperliquid, a rising star in the market.

Step 2: Pass Token Data to OpenAI (ChatGPT)

Next, we use OpenAI’s ChatGPT node within Zapier to interpret the raw token data.

The Token Metrics API provides rich data fields like:

Sharpe Ratio
Value at Risk
Price Momentum
Drawdown
Volatility Score
Valuation Ranking

In the prompt, we pass these values into ChatGPT and instruct it to generate a human-readable summary. For example:

“Summarize this token's current risk profile and valuation using Sharpe Ratio, Value at Risk, and Price Trend. Mention whether it looks bullish or bearish overall.”

The AI response returns a concise and insightful report.

Step 3: Send the AI Summary to Discord

Now it’s time to publish your insights directly to Discord. Using Zapier’s Discord integration, you simply map the output from ChatGPT into a message block and post it in a channel of your choice.

The result? A clean, formatted message with up-to-date crypto analytics—delivered automatically in real time.

Use Case Expansions: More Than Just One Token

This workflow doesn’t stop at one token.

You can easily expand your automation to:

Monitor multiple tokens using separate Zaps or a lookup table
Set alerts for changes in Investor Grades or Valuation Scores
Summarize weekly performance of indices
Compare Trader vs Investor sentiment
Deliver price support/resistance alerts to Telegram, Slack, or email

Every piece of this system is powered by the Token Metrics crypto API, making it one of the most versatile tools for crypto automation on the market.

Why Token Metrics API is the Best Crypto API for Automation

When it comes to building crypto tools, bots, or dashboards, data quality is everything. Here’s what makes Token Metrics the best crypto API to plug into Zapier:

✅ Institutional-Grade Data

We use AI, machine learning, and quantitative analysis to score, rank, and predict token behavior across thousands of coins.

✅ Full Market Coverage

Track tokens across top L1 and L2 chains like Ethereum, Solana, Avalanche, Base, and more.

✅ Actionable Signals

Our API includes pre-calculated metrics like Bullish/Bearish Signals, Investor/Trader Grades, Risk Scores, and On-Chain Sentiment.

✅ Scalable & Modular

Pull exactly the data you need—from a single token’s valuation score to an entire index’s historical performance.

What You Can Build Using the Zapier and Token Metrics API

With this integration, developers, traders, and crypto communities can now build:

AI Discord bots that auto-analyze any token
Crypto trading dashboards in Notion or Google Sheets
Investor alerts via SMS, Slack, or Telegram
Weekly market reports sent to your email inbox
Risk monitors for portfolio managers
Auto-updating content for crypto blogs or newsletters

Zapier’s drag-and-drop interface makes it easy—even if you don’t write code.

Example Project: Community-Run Trading Assistant

Let’s say you’re running a Discord community around DeFi or AI tokens. With this integration, you can:

Use the Token Metrics API to fetch daily Quant Metrics for trending tokens
Pass them into OpenAI for summarization
Auto-publish to a #daily-market channel with the latest signal summary

You now have a fully autonomous crypto analyst working 24/7—helping members stay informed and ahead of market shifts.

Start Building Today

If you’ve been looking for a crypto API that’s both powerful and flexible—Token Metrics is it. And with our new Zapier integration, you can bring those insights directly into the tools you already use.

➤ Ready to build your first crypto AI bot?

Sign up at https://www.tokenmetrics.com/api
Get your API key
Connect to Zapier
Automate your crypto intelligence in minute

Click here to view the demo!

This is the future of crypto trading: AI-powered, automated, and deeply personalized.

Final Thoughts

Crypto markets don’t sleep—and neither should your insights.

With the best crypto API now available through Zapier, Token Metrics gives you the power to build anything: bots, dashboards, trading agents, alert systems, and more.

Whether you're an individual trader, a Web3 builder, or a fund manager, this integration brings automation, AI, and crypto intelligence to your fingertips.

Let’s build the future of trading—together.

Announcements

AI Crypto Trading with Token Metrics Crypto API and OpenAI Agents SDK: The Future of Autonomous Crypto Intelligence

Token Metrics Team

8 min

MIN

Why This Integration Matters

Developer demand for high-fidelity market data has never been higher, and so has the need for agentic AI that can act on that data. Token Metrics delivers one of the best crypto API experiences on the market, streaming tick-level prices, on-chain metrics, and proprietary AI grades across 6,000+ assets. Meanwhile, OpenAI’s new Agents SDK gives engineers a lightweight way to orchestrate autonomous AI workflows—without the overhead of a full UI—by chaining model calls, tools, and memory under a single, developer-friendly abstraction. Together they form a plug-and-play stack for building real-time trading bots, research copilots, and portfolio dashboards that think and act for themselves.

A Quick Primer on the Token Metrics Crypto API & SDK

Comprehensive Coverage: Tick-level pricing, liquidity snapshots, and on-chain activity for thousands of tokens.
Actionable AI: Trader and Investor Grades fuse technical, on-chain, social, and venture-funding signals into a single score that beats raw price feeds for alpha generation.
Ready-Made Signals: Long/short entries and back-tested model outputs arrive via one endpoint—perfect for time-critical agents.
Instant Integration: Official Python and TypeScript SDKs handle auth, retries, and pandas helpers so you can prototype in minutes.

Because the service unifies raw market data with higher-level AI insight, many builders call it the token metrics crypto API of choice for agentic applications.

What Sets the OpenAI Agents SDK Apart

Unlike prior frameworks that mixed business logic with UI layers, the Agents SDK is headless by design. You write plain TypeScript (or JavaScript) that:

Defines tools (functions, web-search, file search, or external APIs).
Describes an agent goal and supplies the tools it can call.
Streams back structured steps & final answers so you can trace, test, and fine-tune.

Under the hood, the SDK coordinates multiple model calls, routes arguments to tools, and maintains short-term memory—freeing you to focus on domain logic.

Bridging the Two with the Crypto MCP Server

Token Metrics recently shipped its Crypto MCP Server, a lightweight gateway that normalises every client—OpenAI, Claude, Cursor, VS Code, Windsurf, and more—around a single schema and API key. One paste of your key and the OpenAI Agents SDK can query real-time grades, prices, and signals through the same endpoint used in your IDE or CLI.

Why MCP?
Consistency—every tool sees the same value for “Trader Grade.”
One-time auth—store one key, let the server handle headers.
Faster prototyping—copy code between Cursor and Windsurf without rewriting requests.
Lower cost—shared quota plus TMAI staking discounts.

In fewer than 30 lines you’ve built a self-orchestrating research assistant that pulls live data from the best crypto API and reasons with GPT-4o.

Architecture Under the Hood

Agent Layer – OpenAI Agents SDK manages state, reasoning, and tool routing.
Tool Layer – Each Token Metrics endpoint (prices, grades, signals) is wrapped as an Agents SDK tool.
Data Layer – The MCP Server proxies calls to the Token Metrics REST API, unifying auth and schemas.
Execution Layer – Agents call the tools; tools call MCP; MCP returns JSON; the agent responds.

Because every piece is modular, you can swap GPT-4o for GPT-4.1, add a DEX trading function, or stream outputs to a React dashboard—no core rewrites required.

Performance & Pricing Highlights

Free Tier: 5 000 calls/month—ideal for proof-of-concept agents.
Premium Tier: 100 000 calls/month and three-year history, unlocking AI Agent endpoints for production workloads.
VIP: 500 000 calls/month and unlimited history for institutional desks.

OpenAI usage is metered per token, but the Agents SDK optimises context windows and tool invocations, often yielding lower compute cost than bespoke chains.

Roadmap & Next Steps

Token Metrics is rolling out first-party TypeScript helpers that auto-generate tool schemas from the OpenAPI spec, making tool wrapping a one-liner. On the OpenAI side, Responses API is slated to replace the Assistants API by mid-2026, and the Agents SDK will track that upgrade.

Ready to build your own autonomous finance stack?

Grab a free Token Metrics key → app.tokenmetrics.com
Clone the Agents SDK starter repo → npx degit openai/agents-sdk-starter
Ship something your traders will love.
Watch demo here

The synergy between the Token Metrics crypto API and OpenAI’s Agents SDK isn’t just another integration; it’s the missing link between raw blockchain data and actionable, self-operating intelligence. Tap in today and start letting your agents do the heavy lifting.

Token Metrics Media LLC is a regular publication of information, analysis, and commentary focused especially on blockchain technology and business, cryptocurrency, blockchain-based tokens, market trends, and trading strategies.

Token Metrics Media LLC does not provide individually tailored investment advice and does not take a subscriber’s or anyone’s personal circumstances into consideration when discussing investments; nor is Token Metrics Advisers LLC registered as an investment adviser or broker-dealer in any jurisdiction.

Information contained herein is not an offer or solicitation to buy, hold, or sell any security. The Token Metrics team has advised and invested in many blockchain companies. A complete list of their advisory roles and current holdings can be viewed here: https://tokenmetrics.com/disclosures.html/

Token Metrics Media LLC relies on information from various sources believed to be reliable, including clients and third parties, but cannot guarantee the accuracy and completeness of that information. Additionally, Token Metrics Media LLC does not provide tax advice, and investors are encouraged to consult with their personal tax advisors.

All investing involves risk, including the possible loss of money you invest, and past performance does not guarantee future performance. Ratings and price predictions are provided for informational and illustrative purposes, and may not reflect actual future performance.

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