Crypto Basics

Token Metrics Launches Its API & SDK: Fueling the Future of Crypto Trading Agents

Builders can now utilize all the data and analytics from Token Metrics with our API and SDK launch!
Token Metrics Team
5 mins
MIN

In a move that could fundamentally transform how crypto markets operate, Token Metrics has unveiled its highly anticipated AI-powered API and software development kit (SDK), providing the essential intelligence infrastructure that developers, traders, and institutions need to build their own high-performing trading AI agents.

The Intelligence Gap in Crypto Markets

For years, crypto market participants have faced a significant disadvantage against institutional players with proprietary AI systems. While most traders rely on lagging indicators and fragmented information sources, institutions leverage sophisticated algorithms and real-time analytics to capture alpha.

Token Metrics' CEO Ian Balina recognized this imbalance firsthand.

"What we've built is essentially the democratization of institutional trading advantages," Balina noted. "We're putting the same AI that spotted MATIC at $0.03 and SOL at $100 directly into an API that developers, traders, and funds can use to power their own trading agents."

Powering the Next Generation of Trading AI Agents

As trading agents and AI agents become mainstream in crypto, Token Metrics is positioning itself as the intelligence layer that fuels this trend. The API serves as the crucial foundation that enables users to build sophisticated AI trading agents without developing complex machine-learning models from scratch.

This API represents the culmination of web3 and AI technologies, helping brands and developers integrate advanced trading intelligence directly into their platforms, products, and services.

One API to Rule Them All: 20+ Intelligence Endpoints

The platform features over 20 specialized endpoints that developers can leverage to build various types of trading agents:

  • Trading Signals – AI-driven buy/sell recommendations based on real-time market conditions
  • Investor & Trader Grades – Proprietary risk-adjusted scoring for crypto assets
  • Price Predictions – Machine learning-powered forecasts across multiple timeframes
  • Sentiment Analysis – Aggregated insights from social media, news, and market data
  • Market Indicators – Advanced metrics, including correlation analysis and volatility trends

According to early users, the sentiment analysis endpoint has proven particularly valuable. 

Building Different Types of Trading Agents

Token Metrics' API enables developers to create various specialized trading agents that are increasingly becoming essential in the crypto ecosystem:

CEX Trading Agents

Developers can build agents that automate profitable trades on centralized exchanges like Binance, Coinbase, and Kraken, with the API providing the real-time intelligence needed for effective decision-making.

DEX Trading Agents

The API is optimized to support agents operating on decentralized exchanges such as Uniswap and Aerodrome, with specialized data for arbitrage opportunities, token sniping, and market making—areas where speed and precision are paramount.

Market Prediction Dashboards

Build tools that confidently predict market movements based on backtested insights from the API, giving users the ability to visualize trends and make informed decisions.

Communication Channel Agents

Create value for communities through Telegram and Discord agents that deliver real-time crypto signals directly to users, with all intelligence sourced directly from the Token Metrics API.

A Tokenized Ecosystem with DAO Governance

Perhaps, the most innovative aspect of Token Metrics' API is its tokenized access model, which stands in stark contrast to traditional subscription services.

Users can start with 500 free API calls monthly at zero cost, then unlock higher limits by staking TMAI tokens. This approach creates a self-reinforcing ecosystem where:

  • Simply connecting to the API automatically awards DAO rights
  • API users earn while they build through platform revenue-sharing
  • Stakers gain governance power to vote on new features

Who's Building with the API?

The API has found traction across multiple segments of the crypto ecosystem:

  • Developers are creating market-leading trading tools, DeFAI applications, and agentic dashboards by integrating the API's intelligence
  • Traders are building autonomous agents that maximize returns with real-time data from the API, eliminating emotional decision-making
  • Hedge Funds are optimizing portfolios by feeding the API's signals into their proprietary systems
  • Institutions are scaling operations by connecting the API to their existing trading infrastructure

The Future of Crypto Is Agentic

What makes Token Metrics' offering truly revolutionary is how it enables the shift toward agentic trading—widely considered the future of crypto markets. The platform has streamlined the onboarding process into three simple steps:

  1. Create an Account: Access the market-leading TMAI API with 500 free calls per month
  2. Explore Documentation: Comprehensive guides and tutorials help users integrate the API quickly
  3. Build and Scale: Develop trading agents that leverage Token Metrics' intelligence

The platform is currently accepting new API users, with a particular focus on developers building trading algorithms, portfolio management tools, and market intelligence dashboards.

Those interested in experiencing "the GREEN side of crypto" can visit Token Metrics Data API  to generate an API key and begin integrating this powerful intelligence layer into their trading systems today.

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Token Metrics Team
Token Metrics Team

Recent Posts

Research

Predictable Crypto: The Index That Moves to Stablecoins When It Should (2025)

Token Metrics Team
4
MIN

If you’ve ever wished for a crypto index that participates broadly in bull markets yet steps aside when risk turns south, this is it. Token Metrics Global 100 is a rules-based index that holds the top 100 crypto assets when our market signal is bullish—and moves fully to stablecoins when it isn’t. It rebalances weekly, shows transparent holdings and transaction logs, and can be purchased in one click with an embedded wallet. That’s disciplined exposure, minus the micromanagement. → Join the waitlist to be first to trade TM Global 100.

Why Indices Matters in October 2025

Two things define this cycle: speed and uncertainty. Narratives rotate in weeks, not months, and individual-coin risk can swamp portfolios. Indices let you own the market when conditions warrant, while a regime-switching approach aims to sidestep drawdowns by cutting risk to stablecoins. (A crypto index is a rules-based basket tracking a defined universe—here, a top-100 market-cap set—with scheduled rebalances.)

How the TM Global 100 Index Works

Regime switching: Bull: hold the top 100 by market cap. Bear: move fully to stablecoins, wait for a bullish re-entry signal.

Weekly rebalancing: Updates weights and constituents to reflect the current top-100 list.

Transparency: A Strategy modal explains rules; a Gauge shows the live market signal; Holdings appear in Treemap + Table; and every rebalance/transaction is logged.

What you’ll see on launch: Price tile • “100 tokens” • “rebalances weekly” • one-click Buy Index flow. → See the strategy and rules. (TM Global 100 strategy)

Benefits at a Glance (Why This Beats DIY)

Time back: No more tracking 100 tickers or manual reweights. The weekly job runs for you.

Discipline on drawdowns: The stablecoin switch enforces risk management when the signal turns.

Less execution drag: One embedded wallet checkout vs. dozens of small trades that add slippage and fees.

See everything: Gauge → Treemap → Transactions Log—know what you hold, and what changed.

Own the market when it’s worth it: Capture broad upside in bullish regimes with top-100 breadth.

Step-by-Step: How to Get Early Access (Waitlist)

Open the Token Metrics Indices hub.

Tap TM Global 100 and select Join Waitlist.

(Optional) Connect wallet to preview the one-click Buy flow and funding options.

On launch, you’ll receive an email and in-app prompt.

Click Buy Index → review fees/slippage/holdings → confirm. Most users finish in ~90 seconds.

Track your position under My Indices with real-time P&L and a full transactions history. → Join the waitlist to be first to trade TM Global 100.

Decision Guide: Is This Right for You?

  • Hands-Off Allocator: Want broad exposure without micromanaging? Consider TM Global 100 for rules-based coverage.
  • Active Trader: Prefer a disciplined core that exits to stables while you run satellite bets.
  • TM Member/Prospect: Already read our research? This turns it into an actionable, one-click index.
  • New to On-Chain: Embedded wallet + clear fees and logs lower the operational lift.
  • Skeptical of Black Boxes: Full strategy copy, holdings, and rebalance logs are visible—no mystery knobs.

FAQs

What is a “crypto index”?

A rules-based basket that tracks a defined universe (here: top-100 market cap), with scheduled rebalances and clear inclusion criteria.

How often does the index rebalance?

Weekly, with additional full-portfolio switches when the market regime changes.

What triggers the move to stablecoins?

A proprietary market signal. Bullish: hold top-100. Bearish: move fully to stablecoins until re-entry.

Can I fund with USDC or fiat?

You’ll use the embedded wallet and supported on-chain assets; USDC is supported for selling. Funding options surface based on chain/wallet at checkout.

Is the wallet custodial?

No. It’s an embedded, self-custodial smart wallet—you control funds.

How are fees shown?

At checkout, you’ll see estimated gas, platform fee, max slippage, and minimum expected value before confirming.

How do I join the waitlist?

Visit the Indices hub, open TM Global 100, and tap Join Waitlist; we’ll notify you at launch.

Security, Risk & Transparency

Self-custody: Embedded smart wallet; you hold keys.

Operational clarity: Strategy modal, Holdings treemap/table, and Transactions log.

Fee & slippage preview: All shown before you confirm.

Regime logic limits: Signals can be wrong; switching can incur spreads and gas.

Region notes: Chain and asset support may vary by user wallet and jurisdiction.

Crypto is volatile and can lose value. Past performance is not indicative of future results. This article is for research/education, not financial advice.

Conclusion

If you want broad upside when it’s worth it and stablecoins when it’s not—with weekly rebalances, transparent logs, and a 90-second buy flow—Token Metrics Global 100 was built for you. Join the waitlist now and be first to trade at launch.

Research

How Do People Research Tokens and Coins Before Buying? A Complete Guide

Talha Ahmad
5 min
MIN

The cryptocurrency market has evolved from a niche digital experiment into a multi-trillion-dollar asset class. With thousands of tokens and coins available across hundreds of exchanges, the question isn't whether you should research before buying—it's how to conduct that research effectively. Smart investors know that thorough due diligence is the difference between identifying the next promising project and falling victim to a costly mistake.

The Foundation: Understanding What You're Buying

Before diving into specific research methods, successful crypto investors start by understanding the fundamental difference between various digital assets. Bitcoin operates as digital gold and a store of value, while Ethereum functions as a programmable blockchain platform. Other tokens serve specific purposes within their ecosystems—governance rights, utility functions, or revenue-sharing mechanisms.

The first step in any research process involves reading the project's whitepaper. This technical document outlines the problem the project aims to solve, its proposed solution, tokenomics, and roadmap. While whitepapers can be dense, they reveal whether a project has substance or merely hype. Pay attention to whether the team clearly articulates a real-world problem and presents a viable solution.

Analyzing the Team and Development Activity

A cryptocurrency project is only as strong as the team behind it. Investors scrutinize founder backgrounds, checking their LinkedIn profiles, previous projects, and industry reputation. Have they built successful companies before? Do they have relevant technical expertise? Anonymous teams aren't automatically red flags, but they require extra scrutiny and compelling reasons for their anonymity.

Development activity serves as a crucial health indicator for any blockchain project. GitHub repositories reveal whether developers are actively working on the project or if it's effectively abandoned. Regular commits, open issues being addressed, and community contributions all signal a vibrant, evolving project. Conversely, repositories with no activity for months suggest a project that may be dying or was never serious to begin with.

Diving Into Tokenomics and Supply Mechanics

Understanding a token's economic model is essential for predicting its long-term value potential. Investors examine total supply, circulating supply, and emission schedules. Is the token inflationary or deflationary? How many tokens do the team and early investors hold, and when do those tokens unlock? Large unlock events can trigger significant price drops as insiders sell.

The token's utility within its ecosystem matters tremendously. Does holding the token provide governance rights, staking rewards, or access to platform features? Tokens without clear utility often struggle to maintain value over time. Smart researchers also investigate how value accrues to token holders—whether through buybacks, burning mechanisms, or revenue sharing.

Evaluating Market Metrics and Trading Data

Price action tells only part of the story, but market metrics provide valuable context. Trading volume indicates liquidity—can you buy or sell significant amounts without drastically moving the price? Market capitalization helps determine a token's relative size and potential growth runway. A small-cap project has more room to grow but carries higher risk.

On-chain metrics offer deeper insights into token health. Active addresses, transaction volume, and network usage reveal actual adoption versus speculation. High trading volume on exchanges with minimal on-chain activity might indicate wash trading or manipulation. Token distribution matters too—if a small number of wallets hold most of the supply, the token faces centralization risks and potential price manipulation.

Leveraging Advanced Analytics Platforms

Professional crypto investors increasingly rely on sophisticated analytics platforms that aggregate multiple data sources and provide actionable insights. Token Metrics has emerged as a leading crypto trading and analytics platform, offering comprehensive research tools that save investors countless hours of manual analysis.

Token Metrics combines artificial intelligence with expert analysis to provide ratings and predictions across thousands of cryptocurrencies. The platform evaluates projects across multiple dimensions—technology, team, market metrics, and risk factors—delivering clear scores that help investors quickly identify promising opportunities. Rather than manually tracking dozens of metrics across multiple websites, users access consolidated dashboards that present the information that matters most.

The platform's AI-driven approach analyzes historical patterns and current trends to generate price predictions and trading signals. For investors overwhelmed by the complexity of crypto research, Token Metrics serves as an invaluable decision-support system, translating raw data into understandable recommendations. The platform covers everything from established cryptocurrencies to emerging DeFi tokens and NFT projects, making it a one-stop solution for comprehensive market research.

Assessing Community and Social Sentiment

Cryptocurrency projects thrive or die based on their communities. Active, engaged communities signal genuine interest and adoption, while astroturfed communities relying on bots and paid shillers raise red flags. Investors monitor project Discord servers, Telegram channels, and Twitter activity to gauge community health.

Social sentiment analysis has become increasingly sophisticated, with tools tracking mentions, sentiment polarity, and influencer engagement across platforms. Sudden spikes in social volume might indicate organic excitement about a partnership or product launch—or orchestrated pump-and-dump schemes. Experienced researchers distinguish between authentic enthusiasm and manufactured hype.

Understanding Regulatory and Security Considerations

The regulatory landscape significantly impacts cryptocurrency projects. Researchers investigate whether projects have faced regulatory scrutiny, registered as securities, or implemented compliance measures. Geographic restrictions, potential legal challenges, and regulatory clarity all affect long-term viability.

Security audits from reputable firms like CertiK, Trail of Bits, or ConsenSys Diligence provide crucial assurance about smart contract safety. Unaudited contracts carry significant risk of exploits and bugs. Researchers also examine a project's history—has it been hacked before? How did the team respond to security incidents?

Reading Between the Lines: Red Flags and Warning Signs

Experienced investors develop instincts for spotting problematic projects. Guaranteed returns and promises of unrealistic gains are immediate red flags. Legitimate projects acknowledge risk and market volatility rather than making impossible promises. Copied whitepapers, stolen team photos, or vague technical descriptions suggest scams.

Pressure tactics like "limited time offers" or artificial scarcity designed to force quick decisions without research are classic manipulation techniques. Projects with more focus on marketing than product development, especially those heavily promoted by influencers being paid to shill, warrant extreme skepticism.

The Research Never Stops

Cryptocurrency research isn't a one-time activity but an ongoing process. Markets evolve rapidly, projects pivot, teams change, and new competitors emerge. Successful investors establish systems for monitoring their holdings and staying updated on developments. Setting up Google Alerts, following project social channels, and regularly reviewing analytics help maintain awareness of changing conditions.

Whether you're evaluating established cryptocurrencies or exploring emerging altcoins, thorough research remains your best defense against losses and your greatest tool for identifying opportunities. The time invested in understanding what you're buying pays dividends through better decision-making and improved portfolio performance in this dynamic, high-stakes market.

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Research

How Can I Avoid Scams in Crypto Communities? A 2025 Guide to Staying Safe

Talha Ahmad
5 min
MIN

The cryptocurrency industry has revolutionized finance and created incredible wealth-building opportunities, but it has also become a breeding ground for sophisticated scams that target unsuspecting investors. As the crypto market matures in 2025, scammers have evolved their tactics, making it more challenging than ever to distinguish legitimate opportunities from fraudulent schemes. Understanding how to protect yourself in crypto communities isn't just recommended—it's essential for survival in this space.

The Scale of the Problem

Cryptocurrency scams have cost investors billions of dollars globally, with losses continuing to mount each year. From fake investment platforms and phishing attacks to rug pulls and Ponzi schemes, the variety and sophistication of crypto scams can be overwhelming. The decentralized and largely unregulated nature of cryptocurrency makes it particularly attractive to criminals, as transactions are irreversible and often difficult to trace.

What makes crypto scams especially insidious is that they frequently target the very communities designed to help investors—social media groups, Discord servers, Telegram channels, and Reddit forums where enthusiasts gather to share information and strategies. Scammers infiltrate these spaces, build trust, and then exploit that trust for financial gain.

Common Types of Crypto Scams in Communities

Understanding the landscape of crypto scams is your first line of defense. Phishing scams remain among the most prevalent, with criminals creating fake websites that mimic legitimate exchanges or wallet services to steal login credentials and private keys. These scams often circulate through community channels disguised as official announcements or helpful resources.

Pump-and-dump schemes proliferate in Telegram groups and Discord servers where coordinated groups artificially inflate the price of low-cap cryptocurrencies before selling their holdings, leaving other investors with worthless tokens. These schemes often promise "guaranteed returns" or insider information about the "next 100x coin."

Impersonation scams have become increasingly sophisticated, with fraudsters creating fake profiles that mimic influencers, project founders, or platform administrators. They reach out to community members via direct messages offering investment opportunities, giveaways, or technical support—all designed to steal funds or private information.

Fake ICOs and token launches represent another major threat, with scammers creating professional-looking websites and marketing materials for non-existent projects. They collect investor funds and then disappear completely—a practice known as a "rug pull."

Giveaway scams frequently appear across social media platforms, claiming that celebrities or major crypto figures are giving away cryptocurrency. The catch? You need to send crypto first to "verify your address" or "unlock your reward." These are always scams—legitimate giveaways never require upfront payment.

Red Flags Every Crypto Investor Should Recognize

Developing a keen eye for warning signs can save you from devastating losses. Any investment opportunity promising guaranteed returns or extraordinarily high yields with zero risk should immediately raise suspicions. In legitimate financial markets, higher returns always come with higher risk—there are no exceptions.

Unsolicited direct messages offering investment advice or opportunities are almost always scams. Legitimate projects and platforms don't cold-message potential investors through social media. Similarly, excessive pressure to invest immediately or claims about "limited-time opportunities" are classic manipulation tactics designed to prevent you from conducting proper due diligence.

Poor grammar, spelling errors, and unprofessional communication often indicate scams, though sophisticated fraudsters have improved in this area. More reliable indicators include anonymous teams, lack of verifiable credentials, and absence of working products or prototypes. Always be wary of projects that can't clearly explain their technology, use case, or business model.

Requests for private keys, seed phrases, or wallet passwords are absolute deal-breakers. No legitimate service ever needs this information. Your private keys are like the keys to your house—you never give them to anyone, regardless of the reason they provide.

Essential Security Practices for Crypto Communities

Protecting yourself requires implementing multiple layers of security. Start by enabling two-factor authentication (2FA) on all your crypto accounts using authenticator apps rather than SMS, which can be vulnerable to SIM-swapping attacks. Use hardware wallets for storing significant amounts of cryptocurrency, keeping the majority of your holdings offline and away from potential hackers.

Create unique, complex passwords for each crypto-related account using a reputable password manager. Never reuse passwords across platforms, as a breach on one site could compromise all your accounts. Be especially cautious about which browser extensions you install, as malicious extensions can steal wallet information and transaction data.

Before joining any crypto community or platform, verify its legitimacy through multiple independent sources. Check official websites, read reviews from established crypto news sites, and look for red flags in community discussions. Platforms like Token Metrics—a leading crypto trading and analytics platform—provide comprehensive project ratings and analysis that help investors separate legitimate opportunities from potential scams through data-driven research and AI-powered risk assessment.

Verifying Projects and Opportunities

Due diligence is your most powerful weapon against scams. When evaluating any cryptocurrency project, start by researching the team behind it. Legitimate projects have doxxed team members with verifiable LinkedIn profiles, previous work experience, and professional reputations. Be extremely cautious of anonymous teams, especially for projects seeking significant investment.

Examine the project's whitepaper carefully. While technical complexity doesn't guarantee legitimacy, vague or plagiarized whitepapers are major red flags. Search for phrases from the whitepaper online to check for plagiarism. Legitimate projects invest significant resources into creating original, detailed technical documentation.

Check the project's smart contract code if it's been deployed. Many scams include malicious code that prevents investors from selling tokens or allows developers to drain liquidity pools. Use blockchain explorers to verify contract addresses and examine transaction histories. Look for third-party smart contract audits from reputable firms—though remember that even audited projects can be scams if audits are faked.

Token Metrics excels in this area by providing comprehensive fundamental analysis, on-chain metrics, and risk assessments that help investors evaluate projects objectively. The platform's AI-driven approach analyzes thousands of data points to identify potential red flags and assess project viability, making it an invaluable tool for avoiding scams while identifying genuine opportunities.

Community-Specific Safety Guidelines

Different crypto communities require different approaches to safety. In Discord and Telegram groups, be aware that scammers often create bot accounts or compromise existing accounts to spread malicious links. Never click on links from users you don't know, and always verify URLs carefully before entering any credentials.

On Twitter and other social media platforms, verify accounts by checking for official verification badges and cross-referencing with information from official project websites. Be aware that scammers create look-alike accounts with similar handles and profile pictures to impersonate legitimate figures.

In Reddit communities, check user history and karma scores before trusting financial advice. Scammers often use new accounts or purchased accounts with minimal activity. Participate in established communities like r/CryptoCurrency where moderation teams actively combat scams and misinformation.

When participating in crypto communities, maintain operational security by never discussing specific investment amounts, wallet addresses, or holdings publicly. This information makes you a target for sophisticated social engineering attacks.

Using Technology and Tools to Protect Yourself

Leverage technology to enhance your security posture. Use VPNs when accessing crypto accounts from public networks, install reputable antivirus and anti-malware software, and regularly update all your devices and applications to patch security vulnerabilities.

Blockchain analytics tools can help you verify transaction histories and identify suspicious activity. Platforms like Token Metrics integrate advanced analytics with trading signals and portfolio management tools, providing institutional-grade security insights previously available only to professional investors. The platform's comprehensive approach combines technical analysis, fundamental research, and AI-powered predictions to help users make informed decisions while avoiding fraudulent projects.

Set up alerts for unusual account activity and regularly monitor your exchange accounts and wallets for unauthorized transactions. The faster you detect potential compromises, the better your chances of minimizing damage.

What to Do If You Encounter a Scam

If you identify a potential scam, report it immediately to the platform where you encountered it and warn other community members. Most crypto platforms have dedicated channels for reporting suspicious activity. Document everything, including screenshots, wallet addresses, and communication records—this information may be valuable for investigations or recovery efforts.

If you've been scammed, act quickly. Contact your exchange immediately if funds are still in transit, report the incident to relevant authorities, and share your experience in community forums to prevent others from falling victim. While recovery is often difficult, rapid action sometimes enables partial fund recovery.

Building Long-Term Security Habits

Avoiding scams in crypto communities requires ongoing vigilance rather than one-time actions. Stay educated about emerging scam tactics by following reputable crypto security experts and news sources. Regularly review and update your security practices as new threats emerge.

Maintain a healthy skepticism about opportunities that seem too good to be true—because they usually are. Trust but verify should be your mantra in crypto communities. Before investing in any project, regardless of how enthusiastic the community appears, conduct thorough independent research.

Consider using professional-grade analytics and research platforms like Token Metrics to supplement your due diligence. The platform's comprehensive ratings, AI-driven insights, and risk assessment tools provide objective analysis that helps cut through hype and identify legitimate opportunities while flagging potential scams.

Conclusion

Navigating crypto communities safely in 2025 requires awareness, vigilance, and the right tools. While scams continue to evolve in sophistication, informed investors who implement robust security practices, conduct thorough due diligence, and leverage professional analytics platforms significantly reduce their risk exposure.

Remember that in cryptocurrency, you are your own bank—which means you're also responsible for your own security. No legitimate investment requires you to share private keys, send funds upfront, or make rushed decisions under pressure. By combining community wisdom with professional tools like Token Metrics, maintaining healthy skepticism, and following the security practices outlined in this guide, you can participate confidently in crypto communities while protecting your investments from fraudulent schemes.

The crypto industry offers tremendous opportunities for those who approach it intelligently and cautiously. Stay informed, stay skeptical, and always prioritize security over potential gains. Your future self will thank you for the diligence you exercise today.

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