Announcements

Build the Future of Crypto Trading: Integrating Token Metrics with LangChain for Smarter Crypto Decisions

A seamless integration with LangChain – a popular framework for building context-aware agents using large language models (LLMs).
Token Metrics Team
8 min
MIN

The rise of AI in crypto trading has opened new frontiers, and Token Metrics is leading the charge by enabling developers to build intelligent trading agents using its powerful API. The latest innovation? A seamless integration with LangChain – a popular framework for building context-aware agents using large language models (LLMs). In this blog post, we’ll break down how this integration works, what it enables, and why it represents a game-changing leap in automated crypto analysis.

What is LangChain?

LangChain is an open-source framework that helps developers build applications powered by large language models like Gemini, Claude, and OpenAI. It enables developers to build a wide range of advanced AI solutions, including:

  • Conversational agents
  • Retrieval-based question answering
  • Tool-using AI agents
  • Autonomous decision-making bots

By providing a flexible structure, LangChain makes it easy to integrate LLMs with real-world data sources and external tools, empowering your application to both reason and take action.

What is the Token Metrics API?

The Token Metrics API is a rich data layer for crypto investors, analysts, and builders. It provides real-time and historical data across:

  • AI-powered Trader and Investor Grades
  • Daily/Hourly OHLCV metrics
  • Bullish/Bearish AI signals
  • Quantitative indicators
  • Curated Crypto Indices

With over 80 data points per token and robust filtering, the API makes it easy to identify profitable tokens, spot market trends, and build intelligent trading strategies.

Why Combine LangChain and Token Metrics?

Combining LangChain with Token Metrics lets you build AI-powered crypto agents that deliver market analysis and actionable insights. These agents can:

  • Analyze crypto prices, trends, and sentiment using AI-driven methods
  • Apply predefined strategies or custom logic for automated decision making
  • Generates clear, human-readable insights and trading signals
  • Identify and highlight tokens with strong profit potential

This integration equips your crypto applications with intelligent, data-driven capabilities to support smarter trading and research.

Getting Started: Building the Agent

The integration process begins with cloning a GitHub repository (public upon video release), which includes everything needed to run a Token Metrics x LangChain demo agent. After installing the dependencies and opening the codebase in a code editor, you’ll find a fully documented README that walks you through the setup.

Step 1: Install Dependencies 

Navigate to the project directory and install the required packages using:

Step 2: Configure Environment Variables

Before spinning up the agent, add your Token Metrics API key and your LLM API key (Openai, gemini, etc..) to the .env file. These credentials authorize the agent to access both Token Metrics and your chosen LLM.

Step 3: Define and Run the Agent 

The agent logic is explained directly in the README and starter code sample, making it easy to follow and customize. You’ll find clear instructions and code snippets that guide you through setting up the agent’s capabilities.

The agent supports two main modes:

  • Simple Agent: A straightforward agent that answers user questions using Token Metrics tools. It’s ideal for quick queries and basic crypto research tasks.
  • Advanced Agent: A more powerful agent capable of reasoning through complex tasks, chaining together multiple tools, and providing deeper analysis. This agent can handle multi-step queries and deliver more comprehensive insights.

Powered by LangChain’s ReAct (Reasoning + Acting) framework, your agent can:

  • Access a suite of Token Metrics tools for crypto analysis, including price data, trading signals, grades, and sentiment
  • Apply predefined strategies or custom logic for automated decision-making
  • Generate clear, human-readable insights and trading signals
  • Filter and highlight tokens based on objective, data-driven criteria

With comprehensive documentation and step-by-step guidance in the README, you can quickly build, customize, and deploy your own intelligent crypto research assistant—no separate agent.py file required.

A Real-World Example: Finding Winning Tokens

Here’s how the agent works in practice:

  • It queries tokens with a valid Trader Grade
  • Filters tokens with Bullish AI signals
  • Compares Trading Signal ROI vs Holding ROI
  • Filters out tokens that aren’t outperforming with active trading

In the test case, it identifies BANANAS S31 as a top candidate:

  • High trader grade
  • Bullish signal
  • Strong Trading Signal ROI (better than holding)

At the end of its analysis, the bot outputs a summary of:

  • Overall market sentiment
  • Top token opportunities
  • Macro-level recommendations

In this case, while BANANAS S31 stood out, the overall market leaned neutral with a slight long-term bearish bias, a useful snapshot for any trader.

Switching to the Advanced Agent

LangChain’s flexibility allows the same bot to switch into an interactive chatbot by attaching memory to the agent. Users can now type in:

“What are the top 3 tokens to watch today?”
“Is the market bullish or bearish?”
“Give me DeFi tokens with bullish signals.”

The agent can dynamically select and chain together specialized crypto analysis tools in response to your questions. This means the agent doesn’t just answer queries with static information but it actively pulls the latest Token Metrics data, applies AI-driven analytics, and synthesizes insights using multiple sources and methods. 

As a result, you will get clear, context-aware responses about market trends, trading signals, token performance, and more. All grounded by the Token Metrics APIs

Key Benefits of This Integration

Here’s why this LangChain x Token Metrics setup is a big deal:

✅ AI That Acts

LangChain agents go beyond conversation—they can autonomously scan and analyze crypto markets using a suite of Token Metrics tools.

✅ Actionable Data

Token Metrics transforms complex market data into actionable insights, empowering the agent to support smarter trading and investment decisions.

✅ Current Market Analysis

Every time the agent runs, it draws on up-to-date Token Metrics data, ensuring responses reflect the latest market conditions.

✅ Fully Customizable

Tailor the agent to your needs, filter by DeFi tokens, set custom ROI thresholds, or incorporate additional data sources like social sentiment. The open-source codebase makes it easy to adapt the agent for any use case

What Can You Build With This?

This framework provides a versatile foundation for a wide range of crypto applications, including:

  • Personal trading assistants
  • Crypto Telegram bots
  • LLM-integrated crypto dashboards
  • Quant strategy testers
  • AI-powered newsletters and daily briefs

By combining a powerful API with a reasoning engine, you unlock a new frontier in crypto intelligence.

Final Thoughts

The integration of Token Metrics with LangChain shows what’s possible when deep crypto analytics meets autonomous reasoning. Instead of flipping between dashboards, you can build an agent that does the research for you, surfaces profitable tokens, and delivers daily alpha—automatically.

Whether you’re a developer, trader, or AI enthusiast, this setup gives you a robust foundation to experiment, build, and push the future of AI trading forward.

Try It Yourself

Once the repository is public, you’ll be able to:

  • Clone it from GitHub
  • Add your API keys
  • Customize your agent
  • Start generating automated crypto insights today

Click here to view the demo.

AI agents are the future of trading—and with Token Metrics and LangChain, the future is already here.

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

Recent Posts

Research

How to Find Low Cap Altcoins with Maximum Growth Potential | Token Metrics Moonshots

Token Metrics Team
8 min
MIN

Cryptocurrency is one of the few markets where small investments can turn into life-changing gains—if you know where to look. The secret? Low cap altcoins with strong fundamentals, fresh narratives, and early momentum. These are often called moonshots—tokens that can 10x, 50x, or even 100x your portfolio.

But with thousands of projects launching every year, how do you separate noise from real opportunity?

This is where Token Metrics, the industry’s most powerful crypto analytics platform, gives you a massive edge. In this guide, you’ll learn exactly how to find high-potential low cap altcoins before they explode.

What Are Moonshots?

In crypto, a moonshot refers to a token that’s expected to deliver exponential returns—usually 10x or more—within a short to medium timeframe. These tokens often:

  • Have a market cap below $50 million
  • Are newly launched or under-discovered
  • Operate in trending sectors like AI, DePIN, L2s, or Real-World Assets
  • Are supported by strong narratives or early whale interest

Moonshots are high-risk, high-reward plays. They may not have widespread recognition yet, but they often show early signs of momentum—and if timed correctly, they can outperform even the biggest names in crypto.

How Do Moonshots Work?

Moonshots usually follow a predictable cycle:

1. Discovery Phase

Savvy traders, insiders, or analysts begin accumulating the token quietly. There’s little public attention, but strong fundamentals or a promising narrative.

2. Hype Trigger

Something sparks attention—this could be an influencer tweet, exchange listing, or key milestone. Volume begins to rise.

3. FOMO Phase

Retail investors pour in as the token gains traction. Price rallies dramatically in a short period.

4. Profit-Taking

Early entrants sell, leading to price volatility. If the project has long-term merit, it may consolidate and rally again. If not, it could retrace sharply.

The goal is to get in early—before the FOMO begins. And that’s where Token Metrics shines.

Why Token Metrics Is the Best Platform for Finding Moonshots

Token Metrics is an AI-powered crypto research platform that filters through thousands of tokens daily to highlight only those with real upside potential. Its proprietary Moonshots feature is specifically designed to uncover undervalued low cap altcoins before they trend on X (Twitter), YouTube, or Telegram.

Key Benefits:

  • AI-powered ratings based on technical, on-chain, and fundamental data
  • Real-time moonshot detection with transparent performance tracking
  • Seamless trading integration for quick entries
  • Past Moonshot ROI tracking to evaluate model accuracy
  • Bullish signal alerts and whale activity monitoring

Token Metrics doesn’t just show you what's trending—it shows you what’s about to trend.

How to Use Token Metrics to Find Moonshots

Here’s a step-by-step guide to using Token Metrics to discover low cap altcoins with maximum growth potential:

✅ Step 1: Go to the Ratings Page

  • From your Token Metrics dashboard, click on the “Ratings” tab.
  • This is where thousands of tokens are ranked daily based on Trader Grade (short-term upside) and Investor Grade (long-term fundamentals).

These scores are derived using over 80 data points, including:

  • Price momentum
  • Volume analysis
  • Sentiment scores
  • On-chain activity
  • Developer and GitHub activity

✅ Step 2: Click on the “Moonshots” Tab

At the top of the Ratings page, you’ll see the Moonshots tab—click it.

This tab highlights AI-flagged altcoins with breakout potential. These tokens are typically:

  • Low to mid-cap
  • Recently showing an upward trend in volume or price
  • Exhibiting bullish on-chain signals
  • Gaining attention in social channels

These are the best candidates for fast and explosive growth.

✅ Step 3: Review Key Metrics

Each token in the Moonshots section displays several key data points:

  • Trader Grade and its change over time
  • 24-Hour Volume – is attention building?
  • Market Cap – lower cap means higher potential upside
  • Date of Entry – when the token was first flagged
  • Live ROI Since Entry – how the pick has performed since being listed

You can also switch to the Past Moonshots tab to review historical picks and how they played out over 7–14 days. This transparency gives you confidence in the AI’s track record.

✅ Step 4: Choose a Token to Explore

Click on any token to open its Token Details Page.

Here, you’ll get in-depth analysis, including:

  • Live price chart
  • Key technical indicators (MACD, RSI, moving averages)
  • Tokenomics and utility breakdown
  • Whale wallet activity and top holders
  • Fundamental metrics like team, roadmap, and ecosystem

Use this data to perform a quick due diligence check before buying. This helps reduce risk and boost conviction.

✅ Step 5: Buy in Seconds

Once you’ve selected a moonshot you like:

  • Click the “Buy” button directly from the Moonshots page.
  • A swap widget will open, allowing you to purchase the token using your connected wallet.
  • You can buy directly from decentralized exchanges (DEXs) without leaving the platform.

This seamless flow—from research to execution—makes it incredibly easy to act quickly, which is crucial in fast-moving markets.

Real Examples of Moonshots That Delivered

Here are just a few examples of tokens previously flagged in Token Metrics Moonshots:

  • Gorbagana – Gained over 50% in a day
  • Useless Coin – Jumped 40% in 24 hours
  • Startup Coin – Delivered a 9x return over a month

These weren’t hyped on mainstream platforms—Token Metrics identified them early using AI-based indicators and on-chain data.

Final Thoughts: Find Your Next 100x

Finding low cap altcoins with maximum growth potential doesn’t have to be based on luck or hype. With the right tools, strategy, and platform, you can identify moonshots before they go parabolic.

Token Metrics Moonshots gives you the insights, data, and tools needed to make smarter, faster, and more confident trading decisions. From AI-powered ratings to seamless swap integration, it’s your all-in-one dashboard for finding the next big crypto opportunity.

So if you're serious about building wealth in the next bull run, don’t just follow the herd—get ahead of it.

🚀 Start your 7-day free trial at and unlock real-time access to Moonshots.

Crypto Basics

How to Find Undervalued Altcoins That Could 100x | Token Metrics Moonshots

Token Metrics Team
8 min
MIN

In the fast-paced world of crypto, finding an altcoin before it explodes is every investor’s dream. The reality? Most people arrive too late—after the hype, after the parabolic move, and after the gains are gone. But what if there was a way to spot these undervalued altcoins before they skyrocket?

In this guide, we’ll show you how to find 100x altcoins early using a proven strategy powered by Token Metrics Moonshot Ratings. Whether you're a seasoned trader or a curious beginner, this step-by-step framework will help you identify tokens that are flying under the radar—but not for long.

What Are Moonshots?

In crypto, a moonshot is a token with the potential to deliver extraordinary returns, sometimes as high as 100x or even 1000x. These tokens typically start with:

  • Low market cap
  • High volatility
  • Speculative narratives
  • Early-stage community engagement

While some moonshots are driven by memes or hype, the best ones are backed by emerging narratives, strong tokenomics, and real momentum. The trick is to find them before they hit mainstream attention.

How Moonshot Altcoins Work

Moonshots follow a pattern:

  1. Early Accumulation Phase
    Smart money—whales, insiders, or savvy analysts—start quietly buying the token while it’s still underpriced and unknown.
  2. Sentiment + Volume Spike
    Word begins to spread. Crypto Twitter, Telegram groups, and early backers begin to create buzz. This brings in more liquidity and attention.
  3. Parabolic Price Action
    As FOMO (Fear of Missing Out) kicks in, the price goes vertical. Retail investors pile in. This is when the token moons.
  4. Top and Correction
    The token either consolidates, retraces, or crashes as early investors take profits and late entrants get burned.

Your goal? Enter in Phase 1 or early Phase 2, before everyone else sees the opportunity.

So how do you do that? With data—not hype.

How to Use Token Metrics to Find Moonshots

Token Metrics is one of the most powerful AI-driven platforms for crypto research. It helps you filter out the noise and identify undervalued altcoins with moonshot potential based on over 80 data points including technicals, fundamentals, on-chain activity, and sentiment.

Here’s a step-by-step guide to using Token Metrics’ Moonshots feature:

✅ Step 1: Go to the Ratings Page

Once you log in to Token Metrics, head over to the Ratings tab.

This is the heart of the platform, where every token is scored using:

  • Trader Grade – Best for short-term price action predictions
  • Investor Grade – Better for long-term conviction

You’ll see a ranked list of tokens with up-to-date analytics based on market behavior.

Tip: Sort by Trader Grade change to find tokens gaining momentum fast.

✅ Step 2: Click on the “Moonshots” Tab

Inside the Ratings page, look for the Moonshots tab near the top.

This is where Token Metrics highlights altcoins with breakout potential, flagged by proprietary AI models that monitor price anomalies, trend shifts, volume surges, and social indicators.

Only tokens that meet strict short-term upside criteria make it into this section.

✅ Step 3: Review Key Metrics

Each token in the Moonshots tab is presented with a powerful summary:

  • Trader Grade + % change
  • 24H Volume – Is money flowing in?
  • Market Cap – Lower cap = more potential for exponential growth
  • Date of Entry – How long has it been flagged as a moonshot?
  • Live ROI Since Entry – See how the token has performed since it was added to the list

Want to verify the track record? Switch to “Past Moonshots” to see historical picks and their 7–14 day performance.

✅ Step 4: Choose a Token to Explore

Click on a token to open its Token Details Page—this is where the real research begins.

You'll find:

  • Live chart and price action
  • On-chain data and sentiment
  • Top holders (including whales and smart wallets)
  • AI-generated technical indicators
  • Narrative tags (e.g., AI, DePIN, L2, Gaming)

This page helps you validate whether a moonshot token is worth the risk.

Is the project active on GitHub? Is the community growing? Are whales accumulating? All signs that a moonshot may be ready to launch.

✅ Step 5: Buy in Seconds

Found a token you like?

Token Metrics makes it easy to act:

  • Just click the Buy button from the Moonshots page.
  • This launches a swap widget integrated with top decentralized exchanges.
  • Choose your wallet, confirm the trade, and you're in—without ever leaving the platform.

This removes friction and saves time, especially when speed is critical.

Why Token Metrics Moonshots Beat Traditional Research

There are thousands of altcoins on the market—and most of them are noise. Token Metrics uses machine learning, real-time market signals, and historical backtesting to filter the noise and show you only the most promising tokens.

Key Advantages:

  • AI-Driven: Eliminates emotional bias
  • Real-Time Updates: Stay ahead of the crowd
  • Transparent ROI: Know which Moonshots actually delivered
  • Built-In Execution: One-click buy function saves time

Whether you're a degen chasing 10x tokens or a professional building a data-backed portfolio, Token Metrics gives you the edge.

Final Thoughts

Finding undervalued altcoins that can 100x isn’t about luck—it’s about information, timing, and execution.

Moonshots happen often in crypto. The problem is: most people are late. By the time you see it trending on X or featured in a YouTube video, the gains are gone.

Using a platform like Token Metrics, you can identify these tokens early, analyze them with confidence, and take action fast—all in one place.

If you're serious about leveling up your crypto trading game, start with the Moonshots feature on Token Metrics. Your next 100x altcoin could already be on the list.

✅ Ready to Hunt Moonshots?

Sign up for a 7-day free trial at www.tokenmetrics.com and unlock your edge in crypto today.

Research

How to Find the Next 100x Cryptocurrency Before Everyone Else | Token Metrics Moonshots

Token Metrics Team
8 min
MIN

In the world of crypto, timing is everything. If you’re trying to turn $100 into $10,000, the holy grail is finding the next 100x altcoin before the masses catch on. These explosive opportunities are rare, but with the right tools and strategy, they’re not impossible to uncover.

In this guide, we’ll show you exactly how to identify moonshot tokens—those under-the-radar gems that have the potential to skyrocket. You’ll also learn how to use Token Metrics, one of the most powerful AI-driven platforms, to spot them before they take off.

What Are Moonshot Cryptocurrencies?

“Moonshot” is a crypto-native term that refers to a low-cap cryptocurrency with the potential to deliver outsized returns, often 10x, 50x, or even 100x. These tokens may start unnoticed, trading at fractions of a penny, but once they gain traction, they can make early adopters massive profits in a very short period of time.

Key Traits of Moonshots:

  • Market cap under $50 million
  • High volatility with strong upward price potential
  • Community-driven marketing or narrative
  • Emerging sectors like AI, DePIN, Web3 infrastructure, or meme coins
  • Limited exchange listings (often only on DEXs)

Moonshots are risky—but with smart research and analytics, they can be strategic bets rather than blind gambles.

How Moonshots Work

Most 100x altcoins follow a predictable life cycle:

  1. Early Accumulation – Whales and savvy investors quietly accumulate before the public is aware.
  2. Trigger Catalyst – A social media trend, influencer mention, exchange listing, or big partnership sparks interest.
  3. Volume Surge – Trading activity spikes, liquidity increases, and price begins to move.
  4. Parabolic Rally – The token “moons” as retail investors jump in.
  5. Top Formation and Correction – Early investors take profits; latecomers often buy the top.

Catching a moonshot before Step 3 is your goal. You want to be in position before the breakout, not chasing after it.

This is where Token Metrics becomes invaluable.

Why Token Metrics Is the Best Tool for Discovering Moonshots

Token Metrics is a crypto analytics platform powered by AI, machine learning, and real-time data. It monitors thousands of tokens and ranks them using quantitative models, helping traders and investors find opportunities before they trend.

With features like:

  • Trader Grade and Investor Grade rankings
  • AI-generated signals
  • Real-time ROI tracking
  • Integrated trading functionality

…Token Metrics helps you act fast and stay ahead of the crowd.

Let’s walk through exactly how to use Token Metrics to find the next 100x cryptocurrency.

How to Use Token Metrics to Find Moonshots

Here’s a step-by-step guide to using Token Metrics’ Moonshot system to uncover high-potential altcoins.

✅ Step 1: Go to the Ratings Page

Once logged into the Token Metrics platform:

  • Navigate to the “Ratings” tab from the main dashboard.
  • This section ranks thousands of cryptocurrencies based on AI-calculated Trader Grade and Investor Grade.

Trader Grade is especially important for short-term breakout potential—it reflects the strength of a token’s momentum and technical setup.

✅ Step 2: Click on the “Moonshots” Tab

In the Ratings interface:

  • Click the “Moonshots” tab at the top.
  • This filters the token list to show only those identified as moonshot candidates by Token Metrics’ AI models.

These tokens are selected using proprietary algorithms that scan for:

  • Sudden volume surges
  • Rising trader grades
  • Favorable technical and social signals
  • Market cap anomalies

These are the coins flying just below the radar—with massive breakout potential.

✅ Step 3: Review Key Metrics

Each token in the Moonshots tab includes real-time, high-signal data to guide your decision-making:

  • Trader Grade: How strong is this token’s short-term setup?
  • Change in Trader Grade: Is momentum building?
  • 24-Hour Volume: Is there growing interest or liquidity?
  • Market Cap: The smaller the cap, the more upside (and risk).
  • Date of Entry: When was this token added to the Moonshots list?
  • Live ROI Since Moonshot: Has the token already moved—or is it still early?

You can also switch to Past Moonshots to see historical performance. Many past Moonshots have shown gains of 3x–20x within days of being listed.

✅ Step 4: Choose a Token to Explore

Click on any token from the Moonshots list to open its Token Details Page.

Here’s what you’ll find:

  • Live charts with technical indicators
  • Token fundamentals like supply, utility, and project roadmap
  • Top holder data to spot whales or early VC involvement
  • Sentiment scores and momentum shifts

This is where you do your research. Look for projects with:

  • Increasing community engagement
  • Clear narratives (e.g., AI, DePIN, meme, Layer 2)
  • Early whale accumulation
  • Undiscovered by influencers or major Twitter accounts

✅ Step 5: Buy in Seconds

Once you’ve found a token you like:

  • Hit the “Buy” button right from the Moonshots interface.
  • A swap widget will open inside Token Metrics.
  • Connect your wallet and execute the trade within seconds—no need to leave the platform.

This frictionless experience allows you to act immediately before the market catches on.

Pro Tips for Moonshot Hunting

Finding the next 100x crypto is part art, part science. Here are a few tips to sharpen your strategy:

  • Don’t Chase Pumps: Look for tokens with fresh momentum, not ones that are already up 500%.
  • Use On-Chain Data: Look for early accumulation, token holder growth, and low exchange balances.
  • Diversify: Don’t go all in on a single moonshot—spread risk across 3–5 plays.
  • Set Targets: Know your entry and exit strategy. Moonshots can reverse fast.

Final Thoughts

The next 100x altcoin won’t look obvious at first. It will likely be a small-cap token with limited press, an emerging narrative, and strong community energy.

By combining smart research, disciplined entries, and tools like Token Metrics Moonshots, you give yourself a major edge in spotting breakout coins before the explosion.

So stop guessing. Start using AI-powered insights to track moonshots, monitor early signals, and make informed trades that could change your portfolio—and your life.

🎯 Try Token Metrics now and unlock the Moonshots tab.
Visit: www.tokenmetrics.com

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