Announcements

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

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.
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:

  1. Defines tools (functions, web-search, file search, or external APIs).
  2. Describes an agent goal and supplies the tools it can call.
  3. 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

  1. Agent Layer – OpenAI Agents SDK manages state, reasoning, and tool routing.
  2. Tool Layer – Each Token Metrics endpoint (prices, grades, signals) is wrapped as an Agents SDK tool.
  3. Data Layer – The MCP Server proxies calls to the Token Metrics REST API, unifying auth and schemas.
  4. 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?

  1. Grab a free Token Metrics key → app.tokenmetrics.com
  2. Clone the Agents SDK starter repo → npx degit openai/agents-sdk-starter
  3. Ship something your traders will love.
  4. 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.

Build Smarter Crypto Apps &
AI Agents in Minutes, Not Months
Real-time prices, trading signals, and on-chain insights all from one powerful API.
Grab a Free API Key
Token Metrics Team
Token Metrics Team

Recent Posts

Research

How Do I Manage Risk in Crypto Trading?

Token Metrics Team
8 min
MIN

Cryptocurrency trading can be highly profitable—but it’s also one of the riskiest markets in the world. Prices can swing wildly in seconds, projects can collapse overnight, and emotional decisions often lead to costly mistakes.

If you want to survive (and thrive) in crypto trading, you must learn how to manage risk effectively. In this guide, we’ll break down why risk management is critical, the top strategies to protect your capital, and how Token Metrics can help you trade smarter, safer, and with more confidence using AI-driven insights.

Why Risk Management Is Non-Negotiable in Crypto

In traditional markets, a 5% price movement is big news. In crypto? Daily moves of 10–20% are normal.

  • High volatility: Crypto is more speculative than stocks or forex.
  • Unregulated space: Scams and market manipulation are more common.
  • Emotional trading: Fear and FOMO lead to poor decisions.

Without a solid risk management plan, even experienced traders can lose everything.

Top Risk Management Strategies for Crypto Trading

1. Only Invest What You Can Afford to Lose

This is rule number one.

  • Never invest rent, emergency savings, or money you can’t afford to lose.
  • Treat crypto like a high-risk asset class—because it is.

2. Diversify Your Portfolio

Don’t put all your funds into one token.

  • Spread across different coins & sectors: Bitcoin, Ethereum, AI tokens, DeFi, etc.
  • Balance risk levels: Mix large-cap coins with small-cap moonshots.

How Token Metrics Helps:
Use AI-driven indices to build a diversified, auto-rebalanced portfolio aligned with your risk tolerance.

3. Use Stop-Loss Orders

Set stop-loss levels to automatically sell if prices fall below a certain threshold.

  • Prevents small losses from becoming catastrophic.
  • Helps maintain discipline during market dips.

Pro Tip: Place stops at strategic support levels, not random round numbers.

4. Size Your Positions Properly

Don’t go “all-in” on one trade.

  • Position sizing ensures no single trade wipes out your portfolio.
  • A common rule: risk 1–2% of your capital per trade.

5. Avoid Overleveraging

Leverage amplifies gains—but also losses.

  • Start with low or no leverage until you’re experienced.
  • High leverage trading can lead to instant liquidation in volatile markets.

6. Keep Emotions in Check

Fear, greed, and FOMO (fear of missing out) destroy portfolios.

  • Stick to your strategy.
  • Don’t chase pumps or panic-sell during dips.

How Token Metrics Helps:
Our AI-powered bullish and bearish signals take emotions out of trading by giving you data-backed entry and exit points.

7. Stay Informed

Markets move on news—regulations, partnerships, or even tweets.

  • Follow credible sources for updates.
  • Use narrative tracking to spot market-shifting trends early.

How Token Metrics Helps:
Our AI tracks emerging narratives (e.g., AI tokens, DeFi, RWAs), so you can adjust positions before the crowd reacts.

8. Use Risk/Reward Ratios

Before entering a trade, ask:

  • Is the potential reward worth the risk?
  • Aim for at least a 2:1 or 3:1 reward-to-risk ratio.

9. Practice Secure Asset Storage

Risk management isn’t just about trades—it’s also about keeping your crypto safe.

  • Use hardware wallets for long-term holdings.
  • Enable 2FA on exchanges.

10. Review & Adjust Your Strategy

Markets evolve—your plan should too.

  • Track your wins and losses.
  • Optimize your strategy using performance data.

How Token Metrics Helps You Manage Risk

Token Metrics isn’t just a research platform—it’s an AI-powered risk management assistant.

1. AI-Powered Trade Insights

Get real-time bullish and bearish signals to time entries and exits more effectively—reducing impulsive trades.

2. Trader & Investor Grades

Quickly assess tokens for short-term trading potential (Trader Grade) or long-term viability (Investor Grade)—helping you avoid high-risk projects.

3. AI-Managed Indices

Use auto-rebalanced AI indices to maintain diversification and reduce risk exposure.

4. Moonshot Finder

Interested in high-risk, high-reward tokens? Our Moonshot Finder filters low-cap projects using AI, helping you avoid scams and rug pulls.

5. Narrative Detection

Our AI tracks emerging narratives so you can anticipate market movements early—reducing exposure to collapsing trends.

Example: Risk Management Using Token Metrics

Imagine you want to invest $5,000 in crypto:

  • Without Token Metrics: You randomly choose 3 coins based on hype and YouTube videos. Two collapse, and your portfolio drops 50%.

  • With Token Metrics: You build a diversified AI-managed index of large-cap and promising small-cap tokens, use stop-loss levels, and set alerts for bullish/bearish signals. Your portfolio drops only 10% in a downturn—saving thousands.

This is how data-driven trading transforms risk into opportunity.

Practical Risk Management Checklist

  1. Never invest more than you can afford to lose.

  2. Diversify across coins and sectors.

  3. Use stop-loss orders to cap losses.

  4. Avoid overleveraging at all costs.

  5. Set realistic reward-to-risk ratios (2:1 or better).

  6. Use AI-powered tools like Token Metrics for smarter trades.

  7. Stay informed about news and emerging narratives.

  8. Secure your assets with hardware wallets and 2FA.

  9. Track and adjust your trading strategy regularly.

  10. Trade with logic, not emotions.

Final Thoughts

So, how do you manage risk in crypto trading? It’s about balancing your portfolio, using smart tools, and staying disciplined.

While volatility is unavoidable, you can control how much you’re exposed to it. With Token Metrics, you gain AI-powered insights, trade signals, and portfolio tools that help you reduce risks while maximizing opportunities.

In crypto, it’s not just about making profits—it’s about keeping them.

Research

What’s the Best Time to Trade Cryptocurrency?

Token Metrics Team
8 min
MIN

Cryptocurrency trading is a 24/7 market—unlike stocks, there’s no opening or closing bell. This leads many traders to wonder: “When is the best time to trade cryptocurrency?”

The truth is, timing your trades can make a huge difference in profitability. Trading during periods of high liquidity or increased volatility can provide better opportunities, while poorly timed trades can lead to slippage and losses.

In this guide, we’ll explore the best times to trade crypto, how different time zones affect price movements, and how Token Metrics can help you identify the right moments to enter or exit trades using AI-powered insights.

Why Timing Matters in Crypto Trading

Even though the crypto market never sleeps, trading activity is not equal throughout the day.

  • High liquidity: When more traders are active, spreads are tighter, making it easier to enter and exit trades at good prices.
  • Volatility opportunities: Price swings create profit potential—but also risk.
  • Market overlaps: When multiple regions are active, volume surges.

Knowing when the market is most active can help you reduce trading fees, minimize slippage, and maximize your gains.

The Best Times to Trade Cryptocurrency

1. Overlap Between U.S. and European Markets (1:00 PM – 5:00 PM UTC)

The busiest period for crypto trading is when U.S. and European sessions overlap.

  • Why?

    • The U.S. is home to major crypto exchanges and institutional traders.
    • Europe contributes significant trading volume and liquidity.

  • Benefits:

    • Higher volatility for short-term traders.
    • Tighter spreads for efficient execution.

This overlap often sees the biggest price movements of the day—perfect for day traders and scalpers.

2. Early U.S. Trading Hours (12:00 PM – 3:00 PM UTC)

The start of the U.S. session brings increased activity from institutional investors and retail traders waking up to market news.

  • Best for:

    • News-based trades (after U.S. economic announcements).
    • Entering/exiting positions with high liquidity.

3. Weekend Volatility (Saturday & Sunday)

Crypto is unique because weekend trading can be extremely volatile due to:

  • Lower liquidity (fewer institutional players).
  • Retail-driven price movements.

  • Who benefits:

    • Swing traders looking for sharp moves.
    • Those willing to tolerate higher risk for bigger gains.

4. After Major News & Events

The “best time” isn’t always about the clock—it’s about market catalysts.

  • Regulatory updates.
  • Exchange announcements.
  • Macro events (interest rate changes, economic data).

These events can cause instant surges or drops—great for traders who react quickly.

Does the Day of the Week Matter?

Yes. Research shows:

  • Mondays & Fridays: Often more volatile as traders adjust positions before/after the weekend.
  • Midweek (Tuesday–Thursday): Tends to have steady, higher trading volumes.

For swing traders, entering positions midweek may reduce erratic weekend exposure.

How Token Metrics Helps You Trade at the Right Time

Timing trades isn’t just about watching charts—it’s about analyzing multiple data points in real time. That’s where Token Metrics gives you a powerful edge.

1. AI-Powered Trading Signals

Get real-time bullish and bearish alerts based on 80+ data points, helping you know when to enter or exit trades confidently.

2. Narrative Tracking

Our AI monitors emerging crypto narratives (AI tokens, DeFi, RWA, etc.) so you can act before the crowd—crucial for timing market moves.

3. Trader & Investor Grades

Use Trader Grades for short-term opportunities and Investor Grades for long-term positions, aligning your trades with market momentum.

4. AI-Driven Indices

Don’t want to time trades manually? Token Metrics offers auto-managed crypto indices that rebalance based on AI-identified market conditions.

Tips for Timing Crypto Trades

  1. Trade During High Liquidity Windows: Overlaps between U.S. and European sessions are best.
  2. Watch for News: Major announcements can create rapid price moves—be ready.
  3. Avoid Low-Volume Hours: Late-night trading (UTC) often has higher slippage.
  4. Use AI for Precision: Let Token Metrics guide entry and exit points with data-backed insights.
  5. Set Alerts: Use Token Metrics’ customizable alerts for price, grades, and signals so you never miss an opportunity.

Example: Using Token Metrics for Timing

Imagine you’re planning to trade Ethereum. Instead of guessing when to enter:

  • You use Token Metrics Trader Grades to spot when ETH has strong short-term potential.
  • You set AI-powered alerts for price changes and bullish signals.
  • You execute your trade during the U.S.-EU overlap when liquidity is highest—reducing slippage and maximizing efficiency.

This data-driven approach takes the guesswork out of timing.

Final Thoughts

So, what’s the best time to trade cryptocurrency?

  • Weekdays during the U.S.-EU overlap (1:00–5:00 PM UTC) offer the best liquidity and volatility.
  • Early U.S. hours and weekends can also present opportunities—but with higher risks.
  • Major news events often create the best entry/exit windows.

But the truth is, there’s no universal “perfect time.” The real key is using data-driven insights to trade at your best time—when probabilities are in your favor.

That’s why Token Metrics is essential for traders. With AI-powered trading signals, narrative tracking, and portfolio management tools, Token Metrics helps you time the market intelligently, not emotionally.

Whether you’re a day trader chasing volatility or a long-term investor, Token Metrics puts the right data at your fingertips—so you can trade with confidence, anytime.

Research

How Do I Keep My Cryptocurrency Safe?

Token Metrics Team
8 min
MIN

The cryptocurrency market has created life-changing wealth for millions, but it has also attracted hackers, scammers, and bad actors. From exchange hacks to phishing scams and rug pulls, billions of dollars in crypto have been lost due to poor security practices.

If you’re serious about trading or investing in crypto, one of your top priorities should be keeping your cryptocurrency safe. In this guide, we’ll walk through the biggest risks to your crypto security, best practices to protect your assets, and how Token Metrics can help you make informed, safe decisions when navigating the crypto market.

Why Is Cryptocurrency Security So Important?

Unlike a traditional bank account, cryptocurrency transactions are irreversible. If your funds are stolen, there’s usually no way to recover them.

  • No centralized authority: There’s no bank to call for refunds.
  • Pseudonymous transactions: It’s nearly impossible to trace funds once they’re moved.
  • High-value targets: Hackers actively target crypto investors due to the potential for large payoffs.

This means you are your own bank—and you’re responsible for protecting your funds.

Common Threats to Your Cryptocurrency

Before learning how to protect your crypto, you need to know what you’re up against:

1. Exchange Hacks

Crypto exchanges are frequent targets for hackers. Even top-tier exchanges like Mt. Gox and FTX have experienced devastating losses.

2. Phishing Attacks

Scammers use fake websites, emails, or social media accounts to trick you into revealing your private keys or login credentials.

3. Malware & Keyloggers

Cybercriminals install malicious software on your devices to steal passwords and seed phrases.

4. Rug Pulls & Scams

Fraudulent projects lure investors with promises of high returns, then disappear with the funds.

5. Human Error

Lost passwords, mishandled private keys, or accidental transfers can lead to permanent loss of funds.

How to Keep Your Cryptocurrency Safe

Here’s a step-by-step approach to safeguarding your crypto:

1. Use a Secure Wallet

Hardware Wallets:

  • The safest option for long-term storage.
  • Devices like Ledger or Trezor keep your private keys offline, out of reach of hackers.

Software Wallets:

  • Convenient for active trading but more vulnerable to attacks.
  • Use reputable wallets like MetaMask or Trust Wallet and enable strong security features.

Pro Tip: Use a hardware wallet for long-term holdings and a software wallet for small, active trading balances.

2. Enable Two-Factor Authentication (2FA)

Always enable 2FA on your exchange accounts, wallets, and email addresses.

  • Use Google Authenticator or Authy, not SMS-based 2FA, which is susceptible to SIM swaps.

3. Beware of Phishing & Fake Websites

  • Double-check URLs before logging into exchanges or wallets.
  • Never click links from suspicious emails or DMs.
  • Bookmark the official websites of your exchanges and platforms.

4. Keep Your Seed Phrase Offline

Your wallet’s seed phrase is the master key to your funds.

  • Write it down on paper and store it securely (safe, vault).
  • Avoid storing it in digital form (cloud storage, photos).
  • Consider splitting the phrase into parts and storing them in separate locations.

5. Research Projects Before Investing

Many scams and rug pulls target uninformed investors chasing hype.

How Token Metrics Helps:

  • Use AI-powered Investor Grades to assess projects for long-term viability.
  • Leverage Moonshot Finder to discover vetted early-stage tokens with real growth potential—not scams.

6. Diversify Your Storage

Don’t keep all your crypto in one place.

  • Use multiple wallets for different purposes (trading vs. holding).
  • Spread funds across hardware, software, and exchange wallets.

7. Stay Updated on Threats

The crypto landscape changes fast.

  • Follow credible crypto news platforms.
  • Monitor regulatory updates and security alerts.
  • Use Token Metrics to stay ahead of market narratives and avoid projects flagged as high-risk.

How Token Metrics Helps You Stay Secure

While Token Metrics isn’t a wallet or exchange, it’s a powerful AI-powered platform designed to help you make safer investment decisions.

1. AI-Powered Risk Analysis

Token Metrics uses AI-driven evaluations to score projects, helping you avoid high-risk tokens and scam projects.

2. Investor & Trader Grades

Our proprietary grading system helps you quickly identify safe, high-quality assets for both short-term trading and long-term holding.

3. Moonshot Finder

Interested in low-cap tokens? The Moonshot Finder helps you spot legitimate early-stage projects before they pump—without falling into scams.

4. Narrative & Market Tracking

Stay ahead of emerging narratives and security concerns with Token Metrics’ real-time AI-driven analysis, helping you dodge risky trends.

Practical Security Checklist for Every Crypto Holder

  1. Use a hardware wallet for long-term holdings.
  2. Enable 2FA on all accounts—never rely on SMS-based security.
  3. Store seed phrases offline and securely.
  4. Avoid suspicious links and verify all URLs.
  5. Research every project using platforms like Token Metrics.
  6. Diversify storage across multiple wallets.
  7. Stay informed about new threats and market risks.

Final Thoughts

So, how do you keep your cryptocurrency safe? It comes down to strong storage practices, personal vigilance, and making informed investment decisions.

While hardware wallets and 2FA secure your assets, knowing where to invest is just as important. That’s where Token Metrics comes in—using AI-powered analysis to help you avoid scams, choose safe projects, and trade with confidence.

In crypto, you are your own bank—so take your security seriously. And with Token Metrics guiding your decisions, you can navigate this high-risk market safely and profitably.

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