Google PageRank for AI agents. 25,000+ tools indexed.

Mnemos MCP Server

jielumaizui/Mnemos

Score: 49.7 Rank #16114 MCP Server
Are you the maintainer of jielumaizui/Mnemos? Claim this listing →

Closed-loop knowledge system for AI agents. Not a Second Brain—it makes knowledge act. KIA loop: load experience before tasks, guard during execution, retrospective after. Persona radar adapts AI to you. Five Guard layers + AI self-checks. Heat L0-L9 auto-retires stale knowledge. Pure Markdown. Local-first. MCP-native.

Add AgentRank to Claude Code Discover and compare tools like jielumaizui/Mnemos — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

jielumaizui/Mnemos is a Python tool licensed under MIT. Closed-loop knowledge system for AI agents. Not a Second Brain—it makes knowledge act. KIA loop: load experience before tasks, guard during execution, retrospective after. Persona radar adapts AI to you. Five Guard layers + AI self-checks. Heat L0-L9 auto-retires stale knowledge. Pure Markdown. Local-first. MCP-native.

Ranked #16114 out of 24840 indexed tools.

Ecosystem

Python MIT

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 2

2 stars → early stage

Freshness 25% 23d ago

Last commit 23d ago → recently updated

Issue Health 25% 50%

No issues filed → no history to score

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 0
Description Detailed
License MIT

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Contributors medium impact

Single-contributor projects carry bus-factor risk — welcoming contributors boosts confidence

Dependents medium impact

No downstream dependents detected yet — adoption by other projects is the strongest trust signal

Badge all embed codes →

AgentRank score for jielumaizui/Mnemos
[![AgentRank](https://agentrank-ai.com/api/badge/tool/jielumaizui--Mnemos)](https://agentrank-ai.com/tool/jielumaizui--Mnemos/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/jielumaizui--Mnemos/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/jielumaizui--Mnemos" alt="AgentRank"></a>

Embed Widget docs →

Embed a rich score widget on your site or blog.

<script src="https://agentrank-ai.com/embed.js" data-tool="jielumaizui/Mnemos"></script>

Matched Queries

topic:mcp

Get the weekly AgentRank digest

Top movers, new tools, ecosystem insights — straight to your inbox.