MCP Server Trello

--- name: claude-flow-memory description: Interact with Claude-Flow memory system using batchtools optimization --- # 🧠 Claude-Flow Memory System (Batchtools Optimized) The memory system provides persistent storage for cross-session and cross-agent collaboration with CRDT-based conflict resolution. **🚀 Batchtools Enhancement**: Enhanced with parallel processing capabilities, batch operations, and concurrent optimization for improved performance. ## Store Information (Enhanced) ### Standard Storage ```bash # Store with default namespace ./claude-flow memory store "key" "value" # Store with specific namespace ./claude-flow memory store "architecture_decisions" "microservices with API gateway" --namespace arch ``` ### Batch Storage (Optimized) ```bash # Store multiple entries in parallel ./claude-flow memory batch-store entries.json --parallel # Store with concurrent validation ./claude-flow memory concurrent-store "multiple_keys" "values" --namespace arch --validate # Bulk storage with optimization ./claude-flow memory bulk-store project-data/ --recursive --optimize --parallel ``` ## Query Memory (Enhanced) ### Standard Queries ```bash # Search across all namespaces ./claude-flow memory query "authentication" # Search with filters ./claude-flow memory query "API design" --namespace arch --limit 10 ``` ### Parallel Queries (Optimized) ```bash # Execute multiple queries concurrently ./claude-flow memory parallel-query "auth,api,database" --concurrent # Search across multiple namespaces simultaneously ./claude-flow memory concurrent-search "authentication" --namespaces arch,impl,test --parallel # Batch query processing ./claude-flow memory batch-query queries.json --optimize --results-parallel ``` ## Memory Statistics (Enhanced) ### Standard Statistics ```bash # Show overall statistics ./claude-flow memory stats # Show namespace-specific stats ./claude-flow memory stats --namespace project ``` ### Performance Statistics (Optimized) ```bash # Real-time performance monitoring ./claude-flow memory stats --real-time --performance # Concurrent analysis across all namespaces ./claude-flow memory concurrent-stats --all-namespaces --detailed # Batch performance analysis ./claude-flow memory performance-stats --optimization --benchmarks ``` ## Export/Import (Enhanced) ### Standard Operations ```bash # Export all memory ./claude-flow memory export full-backup.json # Export specific namespace ./claude-flow memory export project-backup.json --namespace project # Import memory ./claude-flow memory import backup.json ``` ### Batch Operations (Optimized) ```bash # Export multiple namespaces in parallel ./claude-flow memory concurrent-export namespaces.json --parallel --compress # Batch import with validation ./claude-flow memory batch-import backups/ --validate --parallel # Incremental export with optimization ./claude-flow memory incremental-export --since yesterday --optimize --concurrent ``` ## Cleanup Operations (Enhanced) ### Standard Cleanup ```bash # Clean entries older than 30 days ./claude-flow memory cleanup --days 30 # Clean specific namespace ./claude-flow memory cleanup --namespace temp --days 7 ``` ### Batch Cleanup (Optimized) ```bash # Parallel cleanup across multiple namespaces ./claude-flow memory concurrent-cleanup --namespaces temp,cache --days 7 --parallel # Smart cleanup with optimization ./claude-flow memory smart-cleanup --auto-optimize --performance-based # Batch maintenance operations ./claude-flow memory batch-maintenance --compress --reindex --parallel ``` ## 🗂️ Namespaces (Enhanced) - **default** - General storage with parallel access - **agents** - Agent-specific data with concurrent updates - **tasks** - Task information with batch processing - **sessions** - Session history with parallel indexing - **swarm** - Swarm coordination with distributed memory - **project** - Project-specific context with concurrent access - **spec** - Requirements and specifications with parallel validation - **arch** - Architecture decisions with concurrent analysis - **impl** - Implementation notes with batch processing - **test** - Test results with parallel execution - **debug** - Debug logs with concurrent analysis - **performance** - Performance metrics with real-time monitoring - **batchtools** - Batchtools operation data and optimization metrics ## 🎯 Best Practices (Batchtools Enhanced) ### Naming Conventions (Optimized) - Use descriptive, searchable keys for parallel operations - Include timestamp for time-sensitive data with concurrent access - Prefix with component name for batch processing clarity - Use consistent naming patterns for automated batch operations ### Organization (Enhanced) - Use namespaces to categorize data for parallel processing - Store related data together for batch operations - Keep values concise but complete for efficient concurrent access - Implement hierarchical organization for smart batching ### Maintenance (Optimized) - Regular backups with parallel export operations - Clean old data with concurrent cleanup processes - Monitor storage statistics with real-time performance tracking - Compress large values with batch optimization - Use incremental backups for efficiency ### Performance Optimization - Use batch operations for multiple related memory operations - Enable parallel processing for independent queries and storage - Monitor concurrent operation limits to avoid resource exhaustion - Implement smart caching for frequently accessed data ## Examples (Batchtools Enhanced) ### Store SPARC context with parallel operations: ```bash # Batch store multiple SPARC contexts ./claude-flow memory batch-store sparc-contexts.json --namespace sparc --parallel # Concurrent storage across multiple namespaces ./claude-flow memory concurrent-store spec,arch,impl "project data" --parallel --validate # Performance-optimized bulk storage ./claude-flow memory bulk-store project-data/ --optimize --concurrent --compress ``` ### Query project decisions with concurrent processing: ```bash # Parallel queries across multiple namespaces ./claude-flow memory parallel-query "authentication" --namespaces arch,impl,test --concurrent # Batch query processing with optimization ./claude-flow memory batch-query project-queries.json --optimize --results-concurrent # Real-time search with performance monitoring ./claude-flow memory concurrent-search "API design" --real-time --performance ``` ### Backup project memory with parallel processing: ```bash # Concurrent export with compression ./claude-flow memory concurrent-export project-$(date +%Y%m%d).json --namespace project --compress --parallel # Batch backup with incremental processing ./claude-flow memory batch-backup --incremental --all-namespaces --optimize # Performance-optimized full backup ./claude-flow memory parallel-backup --full --compress --validate --concurrent ``` ## 📊 Performance Features ### Parallel Processing - **Concurrent Storage**: Store multiple entries simultaneously - **Parallel Queries**: Execute multiple searches concurrently - **Batch Operations**: Group related memory operations - **Pipeline Processing**: Chain memory operations with parallel stages ### Resource Optimization - **Smart Caching**: Intelligent caching for frequent operations - **Memory Management**: Optimized memory usage for large datasets - **I/O Optimization**: Efficient disk operations with concurrent access - **Index Optimization**: Parallel indexing for faster searches ### Performance Monitoring - **Real-time Metrics**: Monitor memory operation performance - **Resource Usage**: Track memory, CPU, and I/O utilization - **Operation Analysis**: Analyze memory operation efficiency - **Optimization Recommendations**: Automatic performance suggestions ## 🔧 Configuration (Batchtools Enhanced) ### Memory Configuration with Batchtools ```json { "memory": { "backend": "json", "path": "./memory/claude-flow-data.json", "cacheSize": 10000, "indexing": true, "batchtools": { "enabled": true, "maxConcurrent": 15, "batchSize": 50, "parallelIndexing": true, "concurrentBackups": true, "smartCaching": true }, "performance": { "enableParallelAccess": true, "concurrentQueries": 25, "batchWriteSize": 100, "parallelIndexUpdate": true, "realTimeMonitoring": true } } } ``` ## 🚨 Troubleshooting (Enhanced) ### Performance Issues ```bash # Monitor memory operation performance ./claude-flow memory debug --performance --concurrent # Analyze batch operation efficiency ./claude-flow memory analyze --batchtools --optimization # Check parallel processing status ./claude-flow memory status --parallel --detailed ``` ### Optimization Commands ```bash # Optimize memory configuration ./claude-flow memory optimize --auto-tune --performance # Benchmark memory operations ./claude-flow memory benchmark --all-operations --detailed # Performance report generation ./claude-flow memory performance-report --detailed --recommendations ``` For comprehensive memory system documentation and optimization guides, see: https://github.com/ruvnet/claude-code-flow/docs/memory-batchtools.md