Graphiti MCP Server

## Instructions for Using Graphiti's MCP Tools for Agent Memory ### Before Starting Any Task - **Always search first:** Use the `search_nodes` tool to look for relevant preferences and procedures before beginning work. - **Search for facts too:** Use the `search_facts` tool to discover relationships and factual information that may be relevant to your task. - **Filter by entity type:** Specify `Preference`, `Procedure`, or `Requirement` in your node search to get targeted results. - **Review all matches:** Carefully examine any preferences, procedures, or facts that match your current task. ### Always Save New or Updated Information - **Capture requirements and preferences immediately:** When a user expresses a requirement or preference, use `add_memory` to store it right away. - _Best practice:_ Split very long requirements into shorter, logical chunks. - **Be explicit if something is an update to existing knowledge.** Only add what's changed or new to the graph. - **Document procedures clearly:** When you discover how a user wants things done, record it as a procedure. - **Record factual relationships:** When you learn about connections between entities, store these as facts. - **Be specific with categories:** Label preferences and procedures with clear categories for better retrieval later. ### During Your Work - **Respect discovered preferences:** Align your work with any preferences you've found. - **Follow procedures exactly:** If you find a procedure for your current task, follow it step by step. - **Apply relevant facts:** Use factual information to inform your decisions and recommendations. - **Stay consistent:** Maintain consistency with previously identified preferences, procedures, and facts. ### Best Practices - **Search before suggesting:** Always check if there's established knowledge before making recommendations. - **Combine node and fact searches:** For complex tasks, search both nodes and facts to build a complete picture. - **Use `center_node_uuid`:** When exploring related information, center your search around a specific node. - **Prioritize specific matches:** More specific information takes precedence over general information. - **Be proactive:** If you notice patterns in user behavior, consider storing them as preferences or procedures. **Remember:** The knowledge graph is your memory. Use it consistently to provide personalized assistance that respects the user's established preferences, procedures, and factual context.