diff --git a/docs/public/docs.json b/docs/public/docs.json
index 96ad53c1..a9c3efcd 100644
--- a/docs/public/docs.json
+++ b/docs/public/docs.json
@@ -38,6 +38,7 @@
           "usage/getting-started",
           "usage/search-tools",
           "usage/private-tags",
+          "usage/export-import",
           "beta-features"
         ]
       },
diff --git a/docs/public/usage/export-import.mdx b/docs/public/usage/export-import.mdx
new file mode 100644
index 00000000..d8c5b3c4
--- /dev/null
+++ b/docs/public/usage/export-import.mdx
@@ -0,0 +1,282 @@
+---
+title: "Memory Export/Import"
+description: "Share knowledge across claude-mem installations with duplicate prevention"
+---
+
+# Memory Export/Import Scripts
+
+Share your claude-mem knowledge with other users! These scripts allow you to export specific memories (observations, sessions, summaries, and prompts) and import them into another claude-mem installation.
+
+## Use Cases
+
+- **Share Windows compatibility knowledge** with Windows users
+- **Share bug fix patterns** with contributors
+- **Share project-specific learnings** across teams
+- **Backup specific memory sets** for safekeeping
+
+## How It Works
+
+### Export Script
+
+Searches the database using FTS5 full-text search and exports all matching:
+- **Observations** - Individual learnings and discoveries
+- **Sessions** - Session metadata
+- **Summaries** - Session summaries
+- **Prompts** - User prompts that led to the work
+
+Output is a portable JSON file that can be shared.
+
+### Import Script
+
+Imports memories with **duplicate prevention**:
+- Checks if each record already exists before inserting
+- Skips duplicates automatically
+- Maintains data integrity with transactional imports
+- Reports what was imported vs. skipped
+
+**Duplicate Detection Strategy:**
+- **Sessions**: By `claude_session_id` (unique)
+- **Summaries**: By `sdk_session_id` (unique)
+- **Observations**: By `sdk_session_id` + `title` + `created_at_epoch` (composite)
+- **Prompts**: By `claude_session_id` + `prompt_number` (composite)
+
+## Usage
+
+### Export Memories
+
+```bash
+# Export all Windows-related memories
+npx tsx scripts/export-memories.ts "windows" windows-memories.json
+
+# Export bug fixes
+npx tsx scripts/export-memories.ts "bugfix" bugfixes.json
+
+# Export specific feature work
+npx tsx scripts/export-memories.ts "progressive disclosure" progressive-disclosure.json
+```
+
+**Parameters:**
+1. `<query>` - Search query (uses FTS5 full-text search)
+2. `<output-file>` - Output JSON file path
+
+**Example Output:**
+```
+🔍 Searching for: "windows"
+✅ Found 54 observations
+✅ Found 12 sessions
+✅ Found 12 summaries
+✅ Found 7 prompts
+
+📦 Export complete!
+📄 Output: windows-memories.json
+📊 Stats:
+   • 54 observations
+   • 12 sessions
+   • 12 summaries
+   • 7 prompts
+```
+
+### Import Memories
+
+```bash
+# Import from an export file
+npx tsx scripts/import-memories.ts windows-memories.json
+```
+
+**Parameters:**
+1. `<input-file>` - Input JSON file (from export script)
+
+**Example Output:**
+```
+📦 Import file: windows-memories.json
+📅 Exported: 2025-12-10T23:45:00.000Z
+🔍 Query: "windows"
+📊 Contains:
+   • 54 observations
+   • 12 sessions
+   • 12 summaries
+   • 7 prompts
+
+🔄 Importing sessions...
+   ✅ Imported: 12, Skipped: 0
+🔄 Importing summaries...
+   ✅ Imported: 12, Skipped: 0
+🔄 Importing observations...
+   ✅ Imported: 54, Skipped: 0
+🔄 Importing prompts...
+   ✅ Imported: 7, Skipped: 0
+
+✅ Import complete!
+📊 Summary:
+   Sessions:     12 imported, 0 skipped
+   Summaries:    12 imported, 0 skipped
+   Observations: 54 imported, 0 skipped
+   Prompts:      7 imported, 0 skipped
+```
+
+### Re-importing (Duplicate Prevention)
+
+If you run the import again on the same file, duplicates are automatically skipped:
+
+```
+🔄 Importing sessions...
+   ✅ Imported: 0, Skipped: 12  ← All skipped (already exist)
+🔄 Importing summaries...
+   ✅ Imported: 0, Skipped: 12
+🔄 Importing observations...
+   ✅ Imported: 0, Skipped: 54
+🔄 Importing prompts...
+   ✅ Imported: 0, Skipped: 7
+```
+
+## Sharing Memories
+
+### For Export Authors
+
+1. **Export your memories:**
+   ```bash
+   npx tsx scripts/export-memories.ts "windows" windows-memories.json
+   ```
+
+2. **Share the JSON file** via:
+   - GitHub gist
+   - Project repository (`shared-memories/`)
+   - Direct file transfer
+   - Package in releases
+
+3. **Document what's included:**
+   - What query was used
+   - What knowledge is contained
+   - Who might benefit from it
+
+### For Import Users
+
+1. **Download the export file** to your local machine
+
+2. **Review what's in it** (optional):
+   ```bash
+   cat windows-memories.json | jq '.totalObservations, .totalSessions'
+   ```
+
+3. **Import into your database:**
+   ```bash
+   npx tsx scripts/import-memories.ts windows-memories.json
+   ```
+
+4. **Verify import** by searching:
+   ```bash
+   curl "http://localhost:37777/api/search?query=windows&format=index&limit=10"
+   ```
+
+## JSON Export Format
+
+```json
+{
+  "exportedAt": "2025-12-10T23:45:00.000Z",
+  "exportedAtEpoch": 1733876700000,
+  "query": "windows",
+  "totalObservations": 54,
+  "totalSessions": 12,
+  "totalSummaries": 12,
+  "totalPrompts": 7,
+  "observations": [ /* array of observation objects */ ],
+  "sessions": [ /* array of session objects */ ],
+  "summaries": [ /* array of summary objects */ ],
+  "prompts": [ /* array of prompt objects */ ]
+}
+```
+
+## Safety Features
+
+✅ **Duplicate Prevention** - Won't re-import existing records
+✅ **Transactional** - All-or-nothing imports (database stays consistent)
+✅ **Read-only Export** - Export script opens database in read-only mode
+✅ **Dependency Ordering** - Sessions imported before observations/summaries
+✅ **Validation** - Checks database exists before starting
+
+## Advanced Usage
+
+### Export by Type
+
+```bash
+# Export only discoveries
+npx tsx scripts/export-memories.ts "type:discovery" discoveries.json
+
+# Export only bug fixes
+npx tsx scripts/export-memories.ts "type:bugfix" bugfixes.json
+```
+
+### Export by Date Range
+
+FTS5 doesn't support date filtering directly, but you can filter the export after:
+
+```bash
+# Export all memories, then filter manually with jq
+npx tsx scripts/export-memories.ts "" all-memories.json
+cat all-memories.json | jq '.observations |= map(select(.created_at_epoch > 1700000000000))' > recent-memories.json
+```
+
+### Combine Multiple Exports
+
+```bash
+# Export different topics
+npx tsx scripts/export-memories.ts "windows" windows.json
+npx tsx scripts/export-memories.ts "linux" linux.json
+
+# Import both
+npx tsx scripts/import-memories.ts windows.json
+npx tsx scripts/import-memories.ts linux.json
+```
+
+## Troubleshooting
+
+### Database Not Found
+
+```
+❌ Database not found at: /Users/you/.claude-mem/claude-mem.db
+```
+
+**Solution:** Make sure claude-mem is installed and has been run at least once.
+
+### Import File Not Found
+
+```
+❌ Input file not found: windows-memories.json
+```
+
+**Solution:** Check the file path. Use absolute paths if needed.
+
+### Partial Import
+
+If import fails mid-way, the transaction is rolled back - your database remains unchanged. Fix the issue and try again.
+
+## Contributing Memory Sets
+
+If you've exported valuable knowledge that others might benefit from:
+
+1. Create a PR to the `shared-memories/` directory
+2. Include a README describing what's in the export
+3. Tag with relevant keywords (windows, linux, bugfix, etc.)
+4. Community members can then import your knowledge!
+
+## Examples of Useful Exports
+
+**Windows Compatibility Knowledge:**
+```bash
+npx tsx scripts/export-memories.ts "windows compatibility installation" windows-fixes.json
+```
+
+**Progressive Disclosure Architecture:**
+```bash
+npx tsx scripts/export-memories.ts "progressive disclosure architecture token" pd-patterns.json
+```
+
+**Bug Fix Patterns:**
+```bash
+npx tsx scripts/export-memories.ts "bugfix error handling" bugfix-patterns.json
+```
+
+**Performance Optimization:**
+```bash
+npx tsx scripts/export-memories.ts "performance optimization caching" perf-tips.json
+```
diff --git a/scripts/export-memories.ts b/scripts/export-memories.ts
new file mode 100644
index 00000000..85dcedfd
--- /dev/null
+++ b/scripts/export-memories.ts
@@ -0,0 +1,133 @@
+#!/usr/bin/env node
+/**
+ * Export memories matching a search query to a portable JSON format
+ * Usage: npx tsx scripts/export-memories.ts <query> <output-file>
+ * Example: npx tsx scripts/export-memories.ts "windows" windows-memories.json
+ */
+
+import Database from 'better-sqlite3';
+import { existsSync, writeFileSync } from 'fs';
+import { homedir } from 'os';
+import { join } from 'path';
+
+interface ExportData {
+  exportedAt: string;
+  exportedAtEpoch: number;
+  query: string;
+  totalObservations: number;
+  totalSessions: number;
+  totalSummaries: number;
+  totalPrompts: number;
+  observations: any[];
+  sessions: any[];
+  summaries: any[];
+  prompts: any[];
+}
+
+function exportMemories(query: string, outputFile: string) {
+  const dbPath = join(homedir(), '.claude-mem', 'claude-mem.db');
+
+  if (!existsSync(dbPath)) {
+    console.error(`❌ Database not found at: ${dbPath}`);
+    process.exit(1);
+  }
+
+  const db = new Database(dbPath, { readonly: true });
+
+  try {
+    console.log(`🔍 Searching for: "${query}"`);
+
+    // Build FTS5 query (escape special characters)
+    const ftsQuery = query.replace(/[^a-zA-Z0-9\s]/g, ' ').trim() + '*';
+
+    // Get all observations matching the query
+    const observations = db.prepare(`
+      SELECT o.*
+      FROM observations o
+      INNER JOIN observations_fts fts ON o.id = fts.rowid
+      WHERE observations_fts MATCH ?
+      ORDER BY o.created_at_epoch DESC
+    `).all(ftsQuery);
+
+    console.log(`✅ Found ${observations.length} observations`);
+
+    // Get unique SDK session IDs from observations
+    const sdkSessionIds = [...new Set(observations.map((o: any) => o.sdk_session_id))];
+
+    // Get all sessions for these SDK sessions
+    const sessions = sdkSessionIds.length > 0
+      ? db.prepare(`
+          SELECT * FROM sdk_sessions
+          WHERE sdk_session_id IN (${sdkSessionIds.map(() => '?').join(',')})
+          ORDER BY started_at_epoch DESC
+        `).all(...sdkSessionIds)
+      : [];
+
+    console.log(`✅ Found ${sessions.length} sessions`);
+
+    // Get all summaries for these SDK sessions
+    const summaries = sdkSessionIds.length > 0
+      ? db.prepare(`
+          SELECT * FROM session_summaries
+          WHERE sdk_session_id IN (${sdkSessionIds.map(() => '?').join(',')})
+          ORDER BY created_at_epoch DESC
+        `).all(...sdkSessionIds)
+      : [];
+
+    console.log(`✅ Found ${summaries.length} summaries`);
+
+    // Get unique Claude session IDs
+    const claudeSessionIds = [...new Set(sessions.map((s: any) => s.claude_session_id))];
+
+    // Get all prompts for these Claude sessions
+    const prompts = claudeSessionIds.length > 0
+      ? db.prepare(`
+          SELECT * FROM user_prompts
+          WHERE claude_session_id IN (${claudeSessionIds.map(() => '?').join(',')})
+          ORDER BY created_at_epoch DESC
+        `).all(...claudeSessionIds)
+      : [];
+
+    console.log(`✅ Found ${prompts.length} prompts`);
+
+    // Create export data
+    const exportData: ExportData = {
+      exportedAt: new Date().toISOString(),
+      exportedAtEpoch: Date.now(),
+      query,
+      totalObservations: observations.length,
+      totalSessions: sessions.length,
+      totalSummaries: summaries.length,
+      totalPrompts: prompts.length,
+      observations,
+      sessions,
+      summaries,
+      prompts
+    };
+
+    // Write to file
+    writeFileSync(outputFile, JSON.stringify(exportData, null, 2));
+
+    console.log(`\n📦 Export complete!`);
+    console.log(`📄 Output: ${outputFile}`);
+    console.log(`📊 Stats:`);
+    console.log(`   • ${exportData.totalObservations} observations`);
+    console.log(`   • ${exportData.totalSessions} sessions`);
+    console.log(`   • ${exportData.totalSummaries} summaries`);
+    console.log(`   • ${exportData.totalPrompts} prompts`);
+
+  } finally {
+    db.close();
+  }
+}
+
+// CLI interface
+const args = process.argv.slice(2);
+if (args.length < 2) {
+  console.error('Usage: npx tsx scripts/export-memories.ts <query> <output-file>');
+  console.error('Example: npx tsx scripts/export-memories.ts "windows" windows-memories.json');
+  process.exit(1);
+}
+
+const [query, outputFile] = args;
+exportMemories(query, outputFile);
diff --git a/scripts/import-memories.ts b/scripts/import-memories.ts
new file mode 100644
index 00000000..9d60c81a
--- /dev/null
+++ b/scripts/import-memories.ts
@@ -0,0 +1,247 @@
+#!/usr/bin/env node
+/**
+ * Import memories from a JSON export file with duplicate prevention
+ * Usage: npx tsx scripts/import-memories.ts <input-file>
+ * Example: npx tsx scripts/import-memories.ts windows-memories.json
+ */
+
+import Database from 'better-sqlite3';
+import { existsSync, readFileSync } from 'fs';
+import { homedir } from 'os';
+import { join } from 'path';
+
+interface ImportStats {
+  sessionsImported: number;
+  sessionsSkipped: number;
+  summariesImported: number;
+  summariesSkipped: number;
+  observationsImported: number;
+  observationsSkipped: number;
+  promptsImported: number;
+  promptsSkipped: number;
+}
+
+function importMemories(inputFile: string) {
+  if (!existsSync(inputFile)) {
+    console.error(`❌ Input file not found: ${inputFile}`);
+    process.exit(1);
+  }
+
+  const dbPath = join(homedir(), '.claude-mem', 'claude-mem.db');
+
+  if (!existsSync(dbPath)) {
+    console.error(`❌ Database not found at: ${dbPath}`);
+    process.exit(1);
+  }
+
+  // Read and parse export file
+  const exportData = JSON.parse(readFileSync(inputFile, 'utf-8'));
+
+  console.log(`📦 Import file: ${inputFile}`);
+  console.log(`📅 Exported: ${exportData.exportedAt}`);
+  console.log(`🔍 Query: "${exportData.query}"`);
+  console.log(`📊 Contains:`);
+  console.log(`   • ${exportData.totalObservations} observations`);
+  console.log(`   • ${exportData.totalSessions} sessions`);
+  console.log(`   • ${exportData.totalSummaries} summaries`);
+  console.log(`   • ${exportData.totalPrompts} prompts`);
+  console.log('');
+
+  const db = new Database(dbPath);
+  const stats: ImportStats = {
+    sessionsImported: 0,
+    sessionsSkipped: 0,
+    summariesImported: 0,
+    summariesSkipped: 0,
+    observationsImported: 0,
+    observationsSkipped: 0,
+    promptsImported: 0,
+    promptsSkipped: 0
+  };
+
+  try {
+    // Prepare statements for duplicate checking
+    const checkSession = db.prepare('SELECT id FROM sdk_sessions WHERE claude_session_id = ?');
+    const checkSummary = db.prepare('SELECT id FROM session_summaries WHERE sdk_session_id = ?');
+    const checkObservation = db.prepare(`
+      SELECT id FROM observations
+      WHERE sdk_session_id = ?
+        AND title = ?
+        AND created_at_epoch = ?
+    `);
+    const checkPrompt = db.prepare(`
+      SELECT id FROM user_prompts
+      WHERE claude_session_id = ?
+        AND prompt_number = ?
+    `);
+
+    // Prepare insert statements
+    const insertSession = db.prepare(`
+      INSERT INTO sdk_sessions (
+        claude_session_id, sdk_session_id, project, user_prompt,
+        started_at, started_at_epoch, completed_at, completed_at_epoch,
+        status, worker_port, prompt_counter
+      ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+    `);
+
+    const insertSummary = db.prepare(`
+      INSERT INTO session_summaries (
+        sdk_session_id, project, request, investigated, learned,
+        completed, next_steps, files_read, files_edited, notes,
+        prompt_number, discovery_tokens, created_at, created_at_epoch
+      ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+    `);
+
+    const insertObservation = db.prepare(`
+      INSERT INTO observations (
+        sdk_session_id, project, text, type, title, subtitle,
+        facts, narrative, concepts, files_read, files_modified,
+        prompt_number, discovery_tokens, created_at, created_at_epoch
+      ) VALUES (?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?, ?)
+    `);
+
+    const insertPrompt = db.prepare(`
+      INSERT INTO user_prompts (
+        claude_session_id, prompt_number, prompt_text,
+        created_at, created_at_epoch
+      ) VALUES (?, ?, ?, ?, ?)
+    `);
+
+    // Import in transaction
+    db.transaction(() => {
+      // 1. Import sessions first (dependency for everything else)
+      console.log('🔄 Importing sessions...');
+      for (const session of exportData.sessions) {
+        const exists = checkSession.get(session.claude_session_id);
+        if (exists) {
+          stats.sessionsSkipped++;
+          continue;
+        }
+
+        insertSession.run(
+          session.claude_session_id,
+          session.sdk_session_id,
+          session.project,
+          session.user_prompt,
+          session.started_at,
+          session.started_at_epoch,
+          session.completed_at,
+          session.completed_at_epoch,
+          session.status,
+          session.worker_port || null,
+          session.prompt_counter || null
+        );
+        stats.sessionsImported++;
+      }
+      console.log(`   ✅ Imported: ${stats.sessionsImported}, Skipped: ${stats.sessionsSkipped}`);
+
+      // 2. Import summaries (depends on sessions)
+      console.log('🔄 Importing summaries...');
+      for (const summary of exportData.summaries) {
+        const exists = checkSummary.get(summary.sdk_session_id);
+        if (exists) {
+          stats.summariesSkipped++;
+          continue;
+        }
+
+        insertSummary.run(
+          summary.sdk_session_id,
+          summary.project,
+          summary.request,
+          summary.investigated,
+          summary.learned,
+          summary.completed,
+          summary.next_steps,
+          summary.files_read,
+          summary.files_edited,
+          summary.notes,
+          summary.prompt_number,
+          summary.discovery_tokens || 0,
+          summary.created_at,
+          summary.created_at_epoch
+        );
+        stats.summariesImported++;
+      }
+      console.log(`   ✅ Imported: ${stats.summariesImported}, Skipped: ${stats.summariesSkipped}`);
+
+      // 3. Import observations (depends on sessions)
+      console.log('🔄 Importing observations...');
+      for (const obs of exportData.observations) {
+        const exists = checkObservation.get(
+          obs.sdk_session_id,
+          obs.title,
+          obs.created_at_epoch
+        );
+        if (exists) {
+          stats.observationsSkipped++;
+          continue;
+        }
+
+        insertObservation.run(
+          obs.sdk_session_id,
+          obs.project,
+          obs.text,
+          obs.type,
+          obs.title,
+          obs.subtitle,
+          obs.facts,
+          obs.narrative,
+          obs.concepts,
+          obs.files_read,
+          obs.files_modified,
+          obs.prompt_number,
+          obs.discovery_tokens || 0,
+          obs.created_at,
+          obs.created_at_epoch
+        );
+        stats.observationsImported++;
+      }
+      console.log(`   ✅ Imported: ${stats.observationsImported}, Skipped: ${stats.observationsSkipped}`);
+
+      // 4. Import prompts (depends on sessions)
+      console.log('🔄 Importing prompts...');
+      for (const prompt of exportData.prompts) {
+        const exists = checkPrompt.get(
+          prompt.claude_session_id,
+          prompt.prompt_number
+        );
+        if (exists) {
+          stats.promptsSkipped++;
+          continue;
+        }
+
+        insertPrompt.run(
+          prompt.claude_session_id,
+          prompt.prompt_number,
+          prompt.prompt_text,
+          prompt.created_at,
+          prompt.created_at_epoch
+        );
+        stats.promptsImported++;
+      }
+      console.log(`   ✅ Imported: ${stats.promptsImported}, Skipped: ${stats.promptsSkipped}`);
+
+    })();
+
+    console.log('\n✅ Import complete!');
+    console.log('📊 Summary:');
+    console.log(`   Sessions:     ${stats.sessionsImported} imported, ${stats.sessionsSkipped} skipped`);
+    console.log(`   Summaries:    ${stats.summariesImported} imported, ${stats.summariesSkipped} skipped`);
+    console.log(`   Observations: ${stats.observationsImported} imported, ${stats.observationsSkipped} skipped`);
+    console.log(`   Prompts:      ${stats.promptsImported} imported, ${stats.promptsSkipped} skipped`);
+
+  } finally {
+    db.close();
+  }
+}
+
+// CLI interface
+const args = process.argv.slice(2);
+if (args.length < 1) {
+  console.error('Usage: npx tsx scripts/import-memories.ts <input-file>');
+  console.error('Example: npx tsx scripts/import-memories.ts windows-memories.json');
+  process.exit(1);
+}
+
+const [inputFile] = args;
+importMemories(inputFile);