diff --git a/src/scripts/debug-http-search.ts b/src/scripts/debug-http-search.ts
new file mode 100644
index 0000000..cc35ea1
--- /dev/null
+++ b/src/scripts/debug-http-search.ts
@@ -0,0 +1,77 @@
+#!/usr/bin/env npx tsx
+
+import { createDatabaseAdapter } from '../database/database-adapter';
+import { NodeRepository } from '../database/node-repository';
+import { NodeSimilarityService } from '../services/node-similarity-service';
+import path from 'path';
+
+async function debugHttpSearch() {
+  const dbPath = path.join(process.cwd(), 'data/nodes.db');
+  const db = await createDatabaseAdapter(dbPath);
+  const repository = new NodeRepository(db);
+  const service = new NodeSimilarityService(repository);
+
+  console.log('Testing "http" search...\n');
+
+  // Check if httpRequest exists
+  const httpNode = repository.getNode('nodes-base.httpRequest');
+  console.log('HTTP Request node exists:', httpNode ? 'Yes' : 'No');
+  if (httpNode) {
+    console.log('  Display name:', httpNode.displayName);
+  }
+
+  // Test the search with internal details
+  const suggestions = await service.findSimilarNodes('http', 5);
+  console.log('\nSuggestions for "http":', suggestions.length);
+  suggestions.forEach(s => {
+    console.log(`  - ${s.nodeType} (${Math.round(s.confidence * 100)}%)`);
+  });
+
+  // Manually calculate score for httpRequest
+  console.log('\nManual score calculation for httpRequest:');
+  const testNode = {
+    nodeType: 'nodes-base.httpRequest',
+    displayName: 'HTTP Request',
+    category: 'Core Nodes'
+  };
+
+  const cleanInvalid = 'http';
+  const cleanValid = 'nodesbasehttprequest';
+  const displayNameClean = 'httprequest';
+
+  // Check substring
+  const hasSubstring = cleanValid.includes(cleanInvalid) || displayNameClean.includes(cleanInvalid);
+  console.log(`  Substring match: ${hasSubstring}`);
+
+  // This should give us pattern match score
+  const patternScore = hasSubstring ? 35 : 0; // Using 35 for short searches
+  console.log(`  Pattern score: ${patternScore}`);
+
+  // Name similarity would be low
+  console.log(`  Total score would need to be >= 50 to appear`);
+
+  // Get all nodes and check which ones contain 'http'
+  const allNodes = repository.getAllNodes();
+  const httpNodes = allNodes.filter(n =>
+    n.nodeType.toLowerCase().includes('http') ||
+    (n.displayName && n.displayName.toLowerCase().includes('http'))
+  );
+
+  console.log('\n\nNodes containing "http" in name:');
+  httpNodes.slice(0, 5).forEach(n => {
+    console.log(`  - ${n.nodeType} (${n.displayName})`);
+
+    // Calculate score for this node
+    const normalizedSearch = 'http';
+    const normalizedType = n.nodeType.toLowerCase().replace(/[^a-z0-9]/g, '');
+    const normalizedDisplay = (n.displayName || '').toLowerCase().replace(/[^a-z0-9]/g, '');
+
+    const containsInType = normalizedType.includes(normalizedSearch);
+    const containsInDisplay = normalizedDisplay.includes(normalizedSearch);
+
+    console.log(`    Type check: "${normalizedType}" includes "${normalizedSearch}" = ${containsInType}`);
+    console.log(`    Display check: "${normalizedDisplay}" includes "${normalizedSearch}" = ${containsInDisplay}`);
+  });
+}
+
+debugHttpSearch().catch(console.error);
\ No newline at end of file
diff --git a/src/scripts/test-summary.ts b/src/scripts/test-summary.ts
new file mode 100644
index 0000000..c59ae8a
--- /dev/null
+++ b/src/scripts/test-summary.ts
@@ -0,0 +1,81 @@
+#!/usr/bin/env npx tsx
+
+import { createDatabaseAdapter } from '../database/database-adapter';
+import { NodeRepository } from '../database/node-repository';
+import { NodeSimilarityService } from '../services/node-similarity-service';
+import path from 'path';
+
+async function testSummary() {
+  const dbPath = path.join(process.cwd(), 'data/nodes.db');
+  const db = await createDatabaseAdapter(dbPath);
+  const repository = new NodeRepository(db);
+  const similarityService = new NodeSimilarityService(repository);
+
+  const testCases = [
+    { invalid: 'HttpRequest', expected: 'nodes-base.httpRequest' },
+    { invalid: 'HTTPRequest', expected: 'nodes-base.httpRequest' },
+    { invalid: 'Webhook', expected: 'nodes-base.webhook' },
+    { invalid: 'WebHook', expected: 'nodes-base.webhook' },
+    { invalid: 'slack', expected: 'nodes-base.slack' },
+    { invalid: 'googleSheets', expected: 'nodes-base.googleSheets' },
+    { invalid: 'telegram', expected: 'nodes-base.telegram' },
+    { invalid: 'htpRequest', expected: 'nodes-base.httpRequest' },
+    { invalid: 'webook', expected: 'nodes-base.webhook' },
+    { invalid: 'slak', expected: 'nodes-base.slack' },
+    { invalid: 'http', expected: 'nodes-base.httpRequest' },
+    { invalid: 'sheet', expected: 'nodes-base.googleSheets' },
+    { invalid: 'nodes-base.openai', expected: 'nodes-langchain.openAi' },
+    { invalid: 'n8n-nodes-base.httpRequest', expected: 'nodes-base.httpRequest' },
+    { invalid: 'foobar', expected: null },
+    { invalid: 'xyz123', expected: null },
+  ];
+
+  let passed = 0;
+  let failed = 0;
+
+  console.log('Test Results Summary:');
+  console.log('='.repeat(60));
+
+  for (const testCase of testCases) {
+    const suggestions = await similarityService.findSimilarNodes(testCase.invalid, 3);
+
+    let result = '❌';
+    let status = 'FAILED';
+
+    if (testCase.expected === null) {
+      // Should have no suggestions
+      if (suggestions.length === 0) {
+        result = '✅';
+        status = 'PASSED';
+        passed++;
+      } else {
+        failed++;
+      }
+    } else {
+      // Should have the expected suggestion
+      const found = suggestions.some(s => s.nodeType === testCase.expected);
+      if (found) {
+        const suggestion = suggestions.find(s => s.nodeType === testCase.expected);
+        const isAutoFixable = suggestion && suggestion.confidence >= 0.9;
+        result = '✅';
+        status = isAutoFixable ? 'PASSED (auto-fixable)' : 'PASSED';
+        passed++;
+      } else {
+        failed++;
+      }
+    }
+
+    console.log(`${result} "${testCase.invalid}" → ${testCase.expected || 'no suggestions'}: ${status}`);
+  }
+
+  console.log('='.repeat(60));
+  console.log(`\nTotal: ${passed}/${testCases.length} tests passed`);
+
+  if (failed === 0) {
+    console.log('🎉 All tests passed!');
+  } else {
+    console.log(`⚠️  ${failed} tests failed`);
+  }
+}
+
+testSummary().catch(console.error);
\ No newline at end of file
diff --git a/src/services/node-similarity-service.ts b/src/services/node-similarity-service.ts
index 29245e1..0cb1d35 100644
--- a/src/services/node-similarity-service.ts
+++ b/src/services/node-similarity-service.ts
@@ -62,8 +62,8 @@ export class NodeSimilarityService {
 
     // Old versions or deprecated names
     patterns.set('deprecated', [
-      { pattern: /^n8n-nodes-base\./i, suggestion: '', confidence: 0.85, reason: 'Full package name used instead of short form' },
-      { pattern: /^@n8n\/n8n-nodes-langchain\./i, suggestion: '', confidence: 0.85, reason: 'Full package name used instead of short form' },
+      { pattern: /^n8n-nodes-base\./i, suggestion: '', confidence: 0.95, reason: 'Full package name used instead of short form' },
+      { pattern: /^@n8n\/n8n-nodes-langchain\./i, suggestion: '', confidence: 0.95, reason: 'Full package name used instead of short form' },
     ]);
 
     // Common typos
@@ -78,6 +78,7 @@ export class NodeSimilarityService {
     // AI/LangChain specific
     patterns.set('ai_nodes', [
       { pattern: /^openai$/i, suggestion: 'nodes-langchain.openAi', confidence: 0.85, reason: 'AI node - incorrect package' },
+      { pattern: /^nodes-base\.openai$/i, suggestion: 'nodes-langchain.openAi', confidence: 0.9, reason: 'Wrong package - OpenAI is in LangChain package' },
       { pattern: /^chatOpenAI$/i, suggestion: 'nodes-langchain.lmChatOpenAi', confidence: 0.85, reason: 'LangChain node naming convention' },
       { pattern: /^vectorStore$/i, suggestion: 'nodes-langchain.vectorStoreInMemory', confidence: 0.7, reason: 'Generic vector store reference' },
     ]);
@@ -186,12 +187,20 @@ export class NodeSimilarityService {
     const cleanValid = this.normalizeNodeType(node.nodeType);
     const displayNameClean = this.normalizeNodeType(node.displayName);
 
+    // Special handling for very short search terms (e.g., "http", "sheet")
+    const isShortSearch = invalidType.length <= 5;
+
     // Name similarity (40% weight)
-    const nameSimilarity = Math.max(
+    let nameSimilarity = Math.max(
       this.getStringSimilarity(cleanInvalid, cleanValid),
       this.getStringSimilarity(cleanInvalid, displayNameClean)
     ) * 40;
 
+    // For short searches that are substrings, give a small name similarity boost
+    if (isShortSearch && (cleanValid.includes(cleanInvalid) || displayNameClean.includes(cleanInvalid))) {
+      nameSimilarity = Math.max(nameSimilarity, 10);
+    }
+
     // Category match (20% weight)
     let categoryMatch = 0;
     if (node.category) {
@@ -215,7 +224,9 @@ export class NodeSimilarityService {
 
     // Check if it's a substring match
     if (cleanValid.includes(cleanInvalid) || displayNameClean.includes(cleanInvalid)) {
-      patternMatch = 25;
+      // Boost score significantly for short searches that are exact substring matches
+      // Short searches need more boost to reach the 50 threshold
+      patternMatch = isShortSearch ? 45 : 25;
     } else if (this.getEditDistance(cleanInvalid, cleanValid) <= 2) {
       // Small edit distance indicates likely typo
       patternMatch = 20;
@@ -223,6 +234,11 @@ export class NodeSimilarityService {
       patternMatch = 18;
     }
 
+    // For very short searches, also check if the search term appears at the start
+    if (isShortSearch && (cleanValid.startsWith(cleanInvalid) || displayNameClean.startsWith(cleanInvalid))) {
+      patternMatch = Math.max(patternMatch, 40);
+    }
+
     const totalScore = nameSimilarity + categoryMatch + packageMatch + patternMatch;
 
     return {