├── .coveragerc ├── .dockerignore ├── .env.example ├── .github ├── ISSUE_TEMPLATE │ └── feedback.yml └── workflows │ ├── publish.yml │ ├── sdk-release.yml │ └── test.yml ├── .gitignore ├── CHANGELOG.md ├── CLOUD_BACKEND_TEST_COVERAGE_REPORT.md ├── Dockerfile ├── LICENSE ├── README.md ├── coverage.json ├── docker-compose.full.yml ├── docker-compose.neo4j.yml ├── docker-compose.yml ├── docs ├── ADMIN_TOOLS.md ├── CLAUDE_CODE_SETUP.md ├── CLOUD_BACKEND.md ├── CONFIGURATION.md ├── CONTEXT_EXTRACTION.md ├── CYPHER_COMPATIBILITY.md ├── MULTI_TENANCY.md ├── TOOLS.md ├── TROUBLESHOOTING.md ├── adr │ ├── 001-neo4j-over-postgres.md │ ├── 002-mcp-protocol-choice.md │ ├── 003-async-database-layer.md │ ├── 004-module-organization-strategy.md │ ├── 005-test-strategy.md │ ├── 006-intelligence-layer-architecture.md │ ├── 007-claude-code-integration-architecture.md │ ├── 008-proactive-intelligence-architecture.md │ ├── 009-multi-tenant-team-memory-sharing.md │ ├── 010-server-refactoring.md │ ├── 011-pagination-design.md │ ├── 012-cycle-detection.md │ ├── 013-database-backup-export-architecture.md │ ├── 014a-turso-backend-evaluation.md │ ├── 014b-backend-implementation-spec.md │ ├── 014c-turso-comparison.md │ ├── 015-universal-export-migration-architecture.md │ ├── 016-bi-temporal-tracking.md │ ├── 017-context-budget-constraint.md │ └── README.md ├── archive │ ├── 1-WORKPLAN.md │ ├── 10-WORKPLAN.md │ ├── 11-WORKPLAN.md │ ├── 12-WORKPLAN.md │ ├── 13-WORKPLAN.md │ ├── 14-WORKPLAN.md │ ├── 15-WORKPLAN.md │ ├── 17-WORKPLAN.md │ ├── 18-WORKPLAN.md │ ├── 19-WORKPLAN.md │ ├── 2-WORKPLAN.md │ ├── 2-WORKPLAN_CODE_QUALITY_2025-12-02.md │ ├── 3-WORKPLAN.md │ ├── 4-WORKPLAN.md │ ├── 5-WORKPLAN.md │ ├── 7-WEBSITE-WORKPLAN.md │ ├── 8-WORKPLAN.md │ ├── 9-WORKPLAN.md │ ├── BUG_REPORT_MCP_INITIALIZATION_CRASH.md │ ├── COMPLETED_TASKS_2025-11-30.md │ ├── CONTEXT_BUDGET.md │ ├── CONTEXT_EXTRACTION_IMPLEMENTATION_SUMMARY.md │ ├── CONTEXT_EXTRACTION_PHASE1_COMPLETION.md │ ├── CONTEXT_EXTRACTION_TEST_REPORT.md │ ├── CONTEXT_EXTRACTION_WORKPLAN.md │ ├── COVERAGE_IMPROVEMENTS_2025-01.md │ ├── COVERAGE_REPORT.md │ ├── FULL_MODE_LEGACY.md │ ├── MCP_1.23_UPGRADE_NOTES.md │ ├── MIGRATION.md │ ├── MIGRATION_IMPLEMENTATION_SUMMARY.md │ ├── PHASE4_RELATIONSHIP_SYSTEM.md │ ├── PHASE_2.5_COMPLETION_REPORT.md │ ├── README.md │ ├── SCALING_FEATURES_WORKPLAN.md │ ├── SQLITE_MEMORY_DATABASE_IMPLEMENTATION.md │ ├── WORKPLAN_2025-12-02.md │ ├── WORKPLAN_CONSOLIDATION_2025-11-30.md │ ├── completed-tasks-2025-01.md │ ├── completed_phases.md │ ├── deployment_strategy.md │ ├── enhancement-plan.md │ └── implementation-plan.md ├── development-setup.md ├── examples │ └── CLAUDE_MD_EXAMPLES.md ├── html │ ├── .nojekyll │ ├── create_logo.py │ ├── favicon.svg │ ├── index.html │ ├── logo-220.png │ ├── script.js │ └── styles.css ├── images │ ├── claude-desktop.jpg │ ├── memory-creation.jpg │ └── memory-report.jpg ├── planning │ ├── 0-WORKPLAN-MARKETING.md │ ├── 16-WORKPLAN.md │ ├── 20-WORKPLAN-cloud-backend.md │ ├── 21-WORKPLAN-ladybugdb.md │ ├── 6-WORKPLAN.md │ ├── ANNOUNCEMENTS-v0.11.md │ ├── AWESOME-MCP-PRs.md │ ├── MIGRATION_QUICK_START.md │ ├── PRODUCT_ROADMAP.md │ └── WORKPLAN_INDEX.md ├── quickstart │ ├── CHATGPT_DESKTOP.md │ ├── CLAUDE_DESKTOP.md │ ├── CLINE_SETUP.md │ ├── CONTINUE_SETUP.md │ ├── CURSOR_SETUP.md │ ├── GEMINI_CLI_SETUP.md │ ├── VSCODE_COPILOT_SETUP.md │ └── WINDSURF_SETUP.md ├── schema.md └── temporal-memory.md ├── examples ├── claude-code-hooks │ ├── README.md │ └── copy-to-project.sh └── context_extraction_demo.py ├── experimental ├── README.md ├── integration │ ├── __init__.py │ ├── test_context_capture.py │ ├── test_project_analysis.py │ └── test_workflow_tracking.py ├── integration_tools.py ├── intelligence │ ├── __init__.py │ ├── test_context_retrieval.py │ ├── test_entity_extraction.py │ ├── test_pattern_recognition.py │ └── test_temporal.py ├── intelligence_tools.py ├── proactive_tools.py ├── test_integration_handlers.py ├── test_intelligence_handlers.py └── test_proactive_handlers.py ├── manifest.json ├── pyproject.toml ├── scripts ├── benchmark_backends.py └── build_mcpb.py ├── sdk ├── README.md ├── RELEASE_NOTES.md ├── docs │ ├── api.md │ ├── autogen.md │ ├── crewai.md │ ├── langchain.md │ └── llamaindex.md ├── examples │ ├── __init__.py │ ├── autogen_example.py │ ├── crewai_example.py │ ├── langchain_example.py │ └── llamaindex_example.py ├── memorygraphsdk │ ├── __init__.py │ ├── async_client.py │ ├── client.py │ ├── exceptions.py │ ├── integrations │ │ ├── __init__.py │ │ ├── autogen.py │ │ ├── crewai.py │ │ ├── langchain.py │ │ └── llamaindex.py │ └── models.py ├── pyproject.toml └── tests │ ├── __init__.py │ ├── conftest.py │ ├── test_async_client.py │ ├── test_autogen_integration.py │ ├── test_client.py │ ├── test_crewai_integration.py │ ├── test_env_api_key.py │ ├── test_langchain_integration.py │ ├── test_llamaindex_integration.py │ └── test_models.py ├── smithery.yaml ├── src └── memorygraph │ ├── __init__.py │ ├── __main__.py │ ├── advanced_tools.py │ ├── analytics │ ├── __init__.py │ └── advanced_queries.py │ ├── backends │ ├── __init__.py │ ├── base.py │ ├── cloud.py │ ├── cloud_backend.py │ ├── factory.py │ ├── falkordb_backend.py │ ├── falkordblite_backend.py │ ├── ladybugdb_backend.py │ ├── memgraph_backend.py │ ├── neo4j_backend.py │ ├── sqlite_fallback.py │ └── turso.py │ ├── cli.py │ ├── cloud_database.py │ ├── config.py │ ├── database.py │ ├── graph_analytics.py │ ├── integration │ ├── __init__.py │ ├── context_capture.py │ ├── project_analysis.py │ └── workflow_tracking.py │ ├── intelligence │ ├── __init__.py │ ├── context_retrieval.py │ ├── entity_extraction.py │ ├── pattern_recognition.py │ └── temporal.py │ ├── migration │ ├── __init__.py │ ├── manager.py │ ├── models.py │ └── scripts │ │ ├── __init__.py │ │ ├── bitemporal_migration.py │ │ └── multitenancy_migration.py │ ├── migration_tools_module.py │ ├── models.py │ ├── proactive │ ├── __init__.py │ ├── outcome_learning.py │ ├── predictive.py │ └── session_briefing.py │ ├── relationships.py │ ├── server.py │ ├── sqlite_database.py │ ├── tools │ ├── __init__.py │ ├── activity_tools.py │ ├── memory_tools.py │ ├── migration_tools.py │ ├── relationship_tools.py │ ├── search_tools.py │ └── temporal_tools.py │ └── utils │ ├── __init__.py │ ├── context_extractor.py │ ├── error_handling.py │ ├── export_import.py │ ├── graph_algorithms.py │ ├── pagination.py │ └── project_detection.py └── tests ├── QUICK_REFERENCE_NOTIFICATION_OPTIONS_TESTS.md ├── TEST_SUMMARY_NOTIFICATION_OPTIONS.md ├── __init__.py ├── analytics ├── __init__.py └── test_advanced_queries.py ├── backends ├── __init__.py ├── conftest.py ├── test_backend_factory.py ├── test_cloud_backend.py ├── test_cloud_backend_integration.py ├── test_falkordb_backend.py ├── test_falkordb_integration.py ├── test_falkordblite_backend.py ├── test_falkordblite_integration.py ├── test_ladybugdb_backend.py ├── test_ladybugdb_integration.py ├── test_memgraph_backend.py ├── test_memgraph_backend_coverage.py ├── test_multitenant_indexes.py ├── test_neo4j_backend.py ├── test_sqlite_backend.py └── test_turso_backend.py ├── migration ├── __init__.py ├── test_migration_e2e.py ├── test_migration_manager.py └── test_models.py ├── proactive ├── __init__.py ├── test_outcome_learning.py ├── test_predictive.py └── test_session_briefing.py ├── test_backward_compatibility.py ├── test_bitemporal.py ├── test_cli.py ├── test_config.py ├── test_context_extraction.py ├── test_context_integration.py ├── test_context_queries.py ├── test_coverage_diagram.txt ├── test_cycle_detection.py ├── test_database.py ├── test_e2e_cloud_backend.py ├── test_exceptions.py ├── test_export_import.py ├── test_graph_analytics.py ├── test_health_check.py ├── test_hooks.sh ├── test_models.py ├── test_multi_term_search.py ├── test_multitenant_models.py ├── test_pagination.py ├── test_relationships.py ├── test_search_enriched.py ├── test_search_fuzzy.py ├── 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