@pinkpixel/mem0-mcp MCP Server ✨

A Model Context Protocol (MCP) server that integrates with Mem0.ai to provide persistent memory capabilities for LLMs. It allows AI agents to store and retrieve information across sessions.

This server uses the mem0ai Node.js SDK for its core functionality.

Features 🧠

Modernized & Advanced Tools (v0.8.0)

• add_memory: Stores a memory from text content or structured message arrays.
  • Inputs: content (string) or messages (array of role/content objects), userId (string), runId / sessionId (string), agentId (string), appId (string), metadata (object), infer (boolean), customInstructions (string), waitForCompletion (boolean, default: true), timeoutMs (number, default: 15000)
  • Behavior: Cloud V3 additions are asynchronous. By default, this tool polls the background queue until completed. Pass waitForCompletion: false to get the eventId immediately.
• search_memories: Searches memories using semantic and BM25 hybrid filters.
  • Inputs: query (string), userId (string), runId / sessionId (string), agentId (string), appId (string), filters (object), threshold (number), topK (number), rerank (boolean), referenceDate (string)
  • Behavior: Automatically nests scope variables inside the V3 filters block to prevent API validation errors.
• search_memory: Backward-compatible alias for search_memories.
• list_memories: Paginated listing of memory records scoped by identifiers.
  • Inputs: userId (string), runId / sessionId (string), agentId (string), appId (string), filters (object), page (number), pageSize (number)
• get_memory: Retrieves a single memory record by its ID.
  • Inputs: memoryId (string)
• update_memory: Modifies the text or metadata of an existing memory.
  • Inputs: memoryId (string), text (string), metadata (object)
• delete_memory: Deletes a specific memory record by ID.
  • Inputs: memoryId (string)
• get_memory_history: Retrieves the audit trail of memory revisions (cloud only).
  • Inputs: memoryId (string)
• get_memory_capabilities: Exposes the feature matrix and support flags of the active backend storage mode.
  • Inputs: None
• batch_update_memories: Performs bulk updates of text contents for multiple memories (cloud only).
  • Inputs: updates (array of { memoryId: string, text: string } objects)
• batch_delete_memories: Performs bulk deletions of multiple memories.
  • Inputs: memoryIds (array of strings), confirm (boolean, must be true to execute)
• rate_memory: Submits quality feedback evaluation for a memory record (cloud only).
  • Inputs: memoryId (string), feedback (string: positive, negative, very_negative), reason (string, optional)
• get_memory_event: Manually retrieves details of a specific background event job (cloud only).
  • Inputs: eventId (string)
• list_memory_events: Lists history logs of background memory processing events (cloud only).
  • Inputs: page (number), pageSize (number)
• create_memory_export: Initiates an asynchronous memory export query job (cloud only).
  • Inputs: schema (object), filters (object, optional), exportInstructions (string, optional)
• **`get_memor