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Fix readme mistake
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README.md

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- Use parameter binding for complex JSON data
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- Check for proper escaping in JSON strings
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## Database Maintenance
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The SQLite MCP Server includes basic database maintenance capabilities:
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- **Integrity Checks**: Basic SQLite PRAGMA integrity_check support
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- **JSON Validation**: Automatic validation of JSON data during INSERT/UPDATE operations
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- **Transaction Safety**: Automatic rollback on errors to prevent data corruption
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## Database Configuration
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- **Auto-creates** `sqlite_mcp.db` in your project root if none exists because **MCP operations require persistent storage** between tool calls
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- **Connects to existing databases** - works with any SQLite file you specify
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The server automatically detects project structure and creates appropriate database locations, supporting both relative and absolute paths for maximum flexibility.
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- **Supports both relative and absolute paths** for maximum flexibility.
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### Database Location Best Practices
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### Performance Benefits
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- **100x Faster Search**: Sub-linear O(log n) performance vs O(n) linear search
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- **Faster Search**: Sub-linear O(log n) performance vs O(n) linear search
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- **Massive Scalability**: Handle millions of embeddings efficiently
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- **Intelligent Clustering**: K-means partitioning reduces candidates by 90%+
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- **Configurable Accuracy**: Balance speed vs precision with search_k parameter

readme_sqlite_mcp_docker_repo.md

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- **Auto-creates** `sqlite_mcp.db` in your project root if none exists because **MCP operations require persistent storage** between tool calls
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- **Connects to existing databases** - works with any SQLite file you specify
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The server automatically detects project structure and creates appropriate database locations, supporting both relative and absolute paths for maximum flexibility.
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- **Supports both relative and absolute paths** for maximum flexibility.
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### Statistical Analysis Workflow
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**Database Not Found**: Check volume mount and file paths
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**Connection Issues**: Verify MCP client configuration
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## Docker Hub Authentication (For Contributors)
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If you need to push updates to the Docker Hub repository, authenticate using a Personal Access Token:
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```bash
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# Interactive login (recommended)
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docker login -u writenotenow
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# Enter your Docker Hub Personal Access Token when prompted
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# Command line login
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echo "YOUR_DOCKER_HUB_PAT_TOKEN" | docker login -u writenotenow --password-stdin
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```
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**Authentication Notes:**
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- Use Docker Hub Personal Access Token, not password
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- Create PAT at: https://hub.docker.com/settings/security
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- Required permissions: Read, Write, Delete
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## Links
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- **GitHub**: https://github.com/neverinfamous/sqlite-mcp-server

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