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Mnemoverse

Persistent memory API for AI agents

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Mnemoverse is a persistent memory API for LLM agents. Store preferences, decisions, and lessons once and recall them from Claude Code, Claude Desktop, Cursor, VS Code, Windsurf, ChatGPT, Python, or any HTTP client via one API key or OAuth. It is not a vector database: memories learn from outcomes via Hebbian associations and Rescorla-Wagner-style feedback, re-ranking recall so stale memories rank down. Includes an MCP server (@mnemoverse/mcp-memory-server, listed on the official MCP Registry), a Python SDK on PyPI, a VS Code extension, and a REST API. Benchmarked on LoCoMo and LongMemEval with published run artifacts; the underlying SLoD method is described in arXiv:2603.08965, accepted at the GRAAI workshop (IEEE WCCI 2026).

Category
AI agents & frameworks
Pricing
freemium · from $0
Free tier
yes
API
yes
MCP server
yes
SDK
yes
Open source
unknown

#memory#mcp#rest-api#python-sdk#vscode-extension#agent-memory#hebbian-learning

Listed 2026-10-27 · last verified 2026-10-27 · extracted by @cf/zai-org/glm-5.3-flash · confidence 0.95

API
curl https://toolgrep.com/api/products/mnemoverse