Universal AI Memory MCP Server
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Alternatives to Universal AI Memory MCP Server
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Related Servers
AlicenseNot gradedqualityAmaintenanceEnables AI assistants to read and write a local, encrypted-by-default memory store, so they can share persistent notes and context across sessions and models on your machine.84 npmCryptographic Autonomy 1.0 (Combined Work Exception)
synapse-layerofficial
AlicenseBqualityAmaintenanceMCP-native persistent memory for AI agents. Stores and retrieves encrypted memories with Trust Quotient scoring, cross-agent handover protocol, and immutable audit trail. 13 tools. Remote endpoint available.1356 PyPI13Apache 2.0- FlicenseNot gradedqualityDmaintenanceProvides persistent AI agent memory using a local vector database for long-term semantic storage and short-term session scratchpads. It enables low-latency memory operations including search, storage, and bulk management without external cloud dependencies.-
- AlicenseNot gradedqualityBmaintenanceProvides persistent, local-first AI memory across sessions via MCP tools for storing, searching, and retrieving context from past interactions.1MIT
- AlicenseNot gradedqualityAmaintenancePersistent cognitive memory for AI agents. Sub-millisecond recall, fully offline, encrypted. 8 tools: recall, recall_structured, store, store_code, store_decision, search, insights, consolidate.178 PyPI77MIT
- AlicenseNot gradedqualityAmaintenanceLocal-first, encrypted memory for AI agents, with cryptographic forgetting.3,315 PyPI3Apache 2.0
TDQS
Scored across 4 tools
Store and forget are clearly distinct, while retrieve and search both involve reading but serve different purposes: retrieve fetches by specific selector, search handles broader queries. The descriptions help distinguish them, though the names alone could be slightly ambiguous.
All four tools use a single lowercase verb (store, retrieve, search, forget), following a consistent imperative style. There are no prefixes, suffixes, or mixed conventions.
Four tools is a compact and appropriate scope for a memory server, covering the essential operations without bloat. Each tool has a clear role.
The core memory lifecycle is covered: create (store), read (retrieve and search), and delete (forget). Missing is an update operation, but that may be acceptable for immutable memory entries; otherwise the set is complete.