CoderDayton/emx-mcp-server
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EMX-MCP Server is a Python library designed to provide comprehensive support for infinite-context episodic memory for AI agents, implementing the EM-LLM algorithm using embedding-based approaches.
Tools
Functions exposed to the LLM to take actions
store_memory
Store conversations/documents with automatic segmentation and boundary refinement.
recall_memories
Semantic search across project/global memory with concise or detailed results.
remove_memories
Selectively delete specific memories by event IDs.
search_memory_batch
High-throughput batch retrieval with adaptive CPU/GPU routing.
manage_memory
Administrative operations: stats, retrain, optimize, clear, estimate.
transfer_memory
Import/export memory archives with optimal nlist hints.
Prompts
Interactive templates invoked by user choice
No prompts
Resources
Contextual data attached and managed by the client