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mnemosure

v0.5.1

Published

Source-grounded memory layer for AI agents (cites sources, says 'I don't know', corrects superseded facts). Python package — install via pip; the npm entry only reserves the name and points to it.

Vulnerabilities

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Links

Git

Maintainers

jsiksnjsiksn

Keywords

memorymcpllmagentragopenroutergroundinghallucinationcitationpython

Readme

mnemosure

This is a Python project — this npm entry only reserves the name and points to the real package.

Mnemosure is a source-grounded memory layer for AI agents: it cites its sources, says "I don't know" when it lacks evidence, and corrects superseded facts. Exposed as an MCP server (recall / remember / list_memories), driven by a single OpenRouter API key (pick any chat/embedding/rerank model).

Mnemosure demo — live recall and the before/after evaluation panel

Evaluation details (behavior-labeled comparison vs summary-handoff and plain RAG) are in the GitHub README.

Install (Python / pip)

pip install mnemosure
export OPENROUTER_API_KEY=sk-or-...
mnemosure-mcp        # stdio MCP server
  • PyPI: https://pypi.org/project/mnemosure/
  • GitHub (docs, demo): https://github.com/jsiksn/mnemosure