Memory System Integration

The Functor MCP server provides complete integration with the DRIP memory system, exposing all 10 memory modules as MCP tools.

Episodic Memory Tools

• episodic_add_episode - Add temporal episodes
• episodic_search_episodes - Semantic episode search
• episodic_get_episode - Get specific episode
• episodic_get_session_history - Get session episodes

# Add episode
await client.episodic_add_episode(
    session_id="session_123",
    event_type="query",
    event_data={
        "query": "What is quantum computing?",
        "response": "Quantum computing is..."
    },
    user_id="user_456",
    entities=["quantum", "computing"],
    kg_names=["KG_Technology"]
)

Semantic Memory Tools

• semantic_add_fact - Add semantic facts
• semantic_search_facts - Search facts
• semantic_update_fact - Update facts
• semantic_get_fact - Get specific fact

# Add fact
await client.semantic_add_fact(
    content="Deep learning uses neural networks with multiple layers",
    kg_name="KG_Technology",
    source="research_paper",
    confidence=0.95
)

Procedural Memory Tools

• procedural_create_procedure - Create workflows
• procedural_execute_procedure - Execute procedures
• procedural_get_procedure - Get procedures
• procedural_list_procedures - List all procedures

# Create procedure
await client.procedural_create(
    procedure_id="data_analysis_workflow",
    name="Data Analysis Pipeline",
    steps=[
        {"id": "load", "description": "Load dataset", "dependencies": []},
        {"id": "clean", "description": "Clean data", "dependencies": ["load"]},
        {"id": "analyze", "description": "Perform analysis", "dependencies": ["clean"]}
    ],
    description="Standard data analysis workflow"
)

Additional Memory Tools

• Short-term: short_term_add_to_buffer, short_term_get_buffer
• Long-term: long_term_archive, long_term_retrieve
• Pruning: pruning_analyze_candidates, pruning_execute
• Personalization: personalization_add_preference, personalization_get_context
• Observability: observability_get_stats, observability_visualize_kg
• Multi-tenant: tenant_create, tenant_get_usage
• Rollout: rollout_simulate, rollout_evaluate_branch