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    <title>DEV Community: hafidgg</title>
    <description>The latest articles on DEV Community by hafidgg (@hafidgg).</description>
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    <item>
      <title>How I Built a Free Real-Time Solana Token Scanner with Next.js</title>
      <dc:creator>hafidgg</dc:creator>
      <pubDate>Wed, 09 Sep 2026 18:21:28 +0000</pubDate>
      <link>https://dev.to/hafidgg/how-i-built-a-free-real-time-solana-token-scanner-with-nextjs-published-true-tags-solana-3lbf</link>
      <guid>https://dev.to/hafidgg/how-i-built-a-free-real-time-solana-token-scanner-with-nextjs-published-true-tags-solana-3lbf</guid>
      <description>&lt;h2&gt;
  
  
  The Problem
&lt;/h2&gt;

&lt;p&gt;Every time I found a promising new Solana token, it was already too late.&lt;br&gt;
By the time I discovered it manually on DexScreener, early buyers had already &lt;br&gt;
made 5–10x. I needed a way to see new tokens the moment they launched — &lt;br&gt;
with real risk data, not just price charts.&lt;/p&gt;

&lt;p&gt;So I built &lt;strong&gt;Solana Token Scanner&lt;/strong&gt;.&lt;/p&gt;

&lt;p&gt;🔍 &lt;strong&gt;Live:&lt;/strong&gt; &lt;a href="https://www.solanatokenscanner.com" rel="noopener noreferrer"&gt;solanatokenscanner.com&lt;/a&gt;&lt;/p&gt;




&lt;h2&gt;
  
  
  What It Does
&lt;/h2&gt;

&lt;p&gt;The scanner monitors new Solana token launches every 5 minutes and &lt;br&gt;
automatically analyzes each one for:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Trust Score (0–100)&lt;/strong&gt; based on 6 on-chain factors&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Risk Flags&lt;/strong&gt; — LP lock status, mint authority, freeze authority&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Momentum Score&lt;/strong&gt; — volume acceleration, buy pressure, holder growth&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Smart Money Detection&lt;/strong&gt; — known wallet activity patterns&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Holder Concentration&lt;/strong&gt; — top-10 wallet distribution&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Tech Stack
&lt;/h2&gt;

&lt;div class="table-wrapper-paragraph"&gt;&lt;table&gt;
&lt;thead&gt;
&lt;tr&gt;
&lt;th&gt;Layer&lt;/th&gt;
&lt;th&gt;Technology&lt;/th&gt;
&lt;/tr&gt;
&lt;/thead&gt;
&lt;tbody&gt;
&lt;tr&gt;
&lt;td&gt;Frontend&lt;/td&gt;
&lt;td&gt;Next.js 15, TypeScript, Tailwind CSS&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Database&lt;/td&gt;
&lt;td&gt;PostgreSQL (Supabase) + Prisma ORM&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Deployment&lt;/td&gt;
&lt;td&gt;Vercel&lt;/td&gt;
&lt;/tr&gt;
&lt;tr&gt;
&lt;td&gt;Data&lt;/td&gt;
&lt;td&gt;DexScreener, Helius RPC, RugCheck&lt;/td&gt;
&lt;/tr&gt;
&lt;/tbody&gt;
&lt;/table&gt;&lt;/div&gt;




&lt;h2&gt;
  
  
  How the Scanner Works
&lt;/h2&gt;

&lt;p&gt;Every 5 minutes, a cron job triggers the scanner:&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;1. Discovery&lt;/strong&gt;&lt;br&gt;
Fetches new token profiles from DexScreener API.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. Data Enrichment&lt;/strong&gt;&lt;br&gt;
For each token, fetches in parallel:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Holder data from Helius RPC&lt;/li&gt;
&lt;li&gt;Mint/freeze authority from Solana on-chain data&lt;/li&gt;
&lt;li&gt;Risk score from RugCheck&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;3. Hard Filters&lt;/strong&gt;&lt;br&gt;
Tokens that fail basic quality checks are rejected:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Liquidity below $1K&lt;/li&gt;
&lt;li&gt;Fewer than 2 holders&lt;/li&gt;
&lt;li&gt;Single-wallet concentration above 95%&lt;/li&gt;
&lt;li&gt;Extremely high vol/liq ratio (wash trading signal)&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;4. Scoring&lt;/strong&gt;&lt;br&gt;
Tokens that pass filters get scored:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;Trust Score: LP lock, mint authority, freeze authority,
holder distribution, volume authenticity, wallet risk&lt;/li&gt;
&lt;li&gt;Momentum Score: volume acceleration, buy/sell pressure,
price change, liquidity depth&lt;/li&gt;
&lt;li&gt;Smart Money Score: known wallet detection&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;&lt;strong&gt;5. Storage&lt;/strong&gt;&lt;br&gt;
Results are saved to PostgreSQL via Prisma ORM.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;6. SEO Pages&lt;/strong&gt;&lt;br&gt;
Each qualified token gets a public SEO page at:&lt;br&gt;
&lt;code&gt;/tokens/[address]&lt;/code&gt; with full on-chain analysis.&lt;/p&gt;




&lt;h2&gt;
  
  
  Key Technical Decisions
&lt;/h2&gt;

&lt;h3&gt;
  
  
  Why Next.js 15?
&lt;/h3&gt;

&lt;p&gt;Server Components make token pages fast and SEO-friendly.&lt;br&gt;
ISR (Incremental Static Regeneration) keeps ranking pages fresh&lt;br&gt;
without hammering the database.&lt;/p&gt;

&lt;h3&gt;
  
  
  Why Prisma + Supabase?
&lt;/h3&gt;

&lt;p&gt;Prisma gives type-safe DB queries. Supabase provides&lt;br&gt;
a managed PostgreSQL with connection pooling — essential&lt;br&gt;
for Vercel serverless functions.&lt;/p&gt;

&lt;h3&gt;
  
  
  Why not store everything?
&lt;/h3&gt;

&lt;p&gt;A re-evaluator runs every minute and hides tokens that no longer&lt;br&gt;
meet quality criteria (liquidity dropped, rug pulled, etc.).&lt;br&gt;
This keeps the database clean and prevents stale data.&lt;/p&gt;




&lt;h2&gt;
  
  
  SEO Strategy
&lt;/h2&gt;

&lt;p&gt;Each token page is automatically:&lt;/p&gt;

&lt;ul&gt;
&lt;li&gt;
&lt;strong&gt;Indexed&lt;/strong&gt; only if it has real score + metric data&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;noindex&lt;/strong&gt; if data is insufficient (thin content protection)&lt;/li&gt;
&lt;li&gt;Included in &lt;strong&gt;sitemap.xml&lt;/strong&gt; only if it passes the quality gate&lt;/li&gt;
&lt;li&gt;
&lt;strong&gt;Linked internally&lt;/strong&gt; to related tokens and educational guides&lt;/li&gt;
&lt;/ul&gt;

&lt;p&gt;This creates a continuous SEO loop:&lt;/p&gt;

&lt;p&gt;New Token → Quality Gate → SEO Page → Sitemap → Google&lt;/p&gt;




&lt;h2&gt;
  
  
  Challenges
&lt;/h2&gt;

&lt;p&gt;&lt;strong&gt;1. Helius returning 0 holders&lt;/strong&gt;&lt;br&gt;
New tokens often have 0 in the API response even when&lt;br&gt;
holders exist. Solution: fallback to a neutral value (100)&lt;br&gt;
to avoid false rejections.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;2. UUID errors in Prisma&lt;/strong&gt;&lt;br&gt;
Nested creates in Prisma require explicit &lt;code&gt;randomUUID()&lt;/code&gt; &lt;br&gt;
for each record. Prisma's &lt;code&gt;@default(cuid())&lt;/code&gt; doesn't &lt;br&gt;
work reliably with nested creates in serverless.&lt;/p&gt;

&lt;p&gt;&lt;strong&gt;3. Vercel cold starts&lt;/strong&gt;&lt;br&gt;
In-memory deduplication resets on cold starts. Solution:&lt;br&gt;
persistent deduplication using the database itself&lt;br&gt;
(SystemSetting table as a key-value store).&lt;/p&gt;




&lt;h2&gt;
  
  
  What's Next
&lt;/h2&gt;

&lt;ul&gt;
&lt;li&gt;Google Search Console integration for automated
SEO opportunity detection&lt;/li&gt;
&lt;li&gt;Telegram alerts for qualified new token discoveries&lt;/li&gt;
&lt;li&gt;Public API for developers&lt;/li&gt;
&lt;/ul&gt;




&lt;h2&gt;
  
  
  Try It
&lt;/h2&gt;

&lt;p&gt;The scanner is completely free — no login, no subscription.&lt;/p&gt;

&lt;p&gt;🔍 &lt;a href="https://www.solanatokenscanner.com" rel="noopener noreferrer"&gt;solanatokenscanner.com&lt;/a&gt;&lt;br&gt;
⭐ &lt;a href="https://github.com/hafidgg/solana-token-scanner" rel="noopener noreferrer"&gt;GitHub&lt;/a&gt;&lt;/p&gt;

&lt;p&gt;&lt;em&gt;Not financial advice. Always DYOR.&lt;/em&gt;&lt;/p&gt;

</description>
      <category>solana</category>
      <category>nextjs</category>
      <category>typescript</category>
      <category>web3</category>
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