Is the agent-memory-engine MCP server actively maintained?

The agent-memory-engine MCP server was last committed 2d ago and has 0 contributors. Issue health: 0% of issues resolved. AgentRank freshness score reflects real-time maintenance activity.

agent-memory-engine MCP Server

Name: ljftwq-dev/agent-memory-engine
Rating: 2.9 (1 reviews)
Author: ljftwq-dev

ljftwq-dev/agent-memory-engine

Score: 48.7 Rank #17857 Database

Are you the maintainer of ljftwq-dev/agent-memory-engine? Claim this listing →

Long-term memory engine for coding agents: two-stage retrieval + gating, hybrid BM25+vector, Ebbinghaus decay, single SQLite file, MCP-ready. Dogfooded daily: 3,300+ memories across 4.5 months.

Add AgentRank to Claude Code Discover and compare tools like ljftwq-dev/agent-memory-engine — your AI finds the right one automatically

Get API Access →

claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

ljftwq-dev/agent-memory-engine is a Python tool licensed under MIT. Long-term memory engine for coding agents: two-stage retrieval + gating, hybrid BM25+vector, Ebbinghaus decay, single SQLite file, MCP-ready. Dogfooded daily: 3,300+ memories across 4.5 months.

Ranked #17857 out of 24840 indexed tools.

Actively maintained with commits in the last week.

Ecosystem

Python MIT

Score Breakdown

Stars 15% 6

6 stars → early stage

Freshness 25% 2d ago

Last commit 2d ago → actively maintained

Issue Health 25% 0%

0/2 issues closed → many open issues

Contributors 10% 0

0 contributors → solo project

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A

PyPI Downloads N/A

Forks 1

Description Detailed

License MIT

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

How to Improve

Issue Health high impact

You have 2 open vs 0 closed issues — triaging stale issues improves health

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 →

Markdown

[![AgentRank](https://agentrank-ai.com/api/badge/tool/ljftwq-dev--agent-memory-engine)](https://agentrank-ai.com/tool/ljftwq-dev--agent-memory-engine/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)

HTML

<a href="https://agentrank-ai.com/tool/ljftwq-dev--agent-memory-engine/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/ljftwq-dev--agent-memory-engine" alt="AgentRank"></a>

Embed Widget docs →

HTML

<script src="https://agentrank-ai.com/embed.js" data-tool="ljftwq-dev/agent-memory-engine"></script>

Details

Stars: 6
Forks: 1
Open Issues: 2
Closed Issues: 0
Contributors: 0
Dependents: —
Language: Python
License: MIT
Last Commit: 2d ago

Matched Queries

topic:mcp

See alternatives to ljftwq-dev/agent-memory-engine → Browse database category → Compare ljftwq-dev/agent-memory-engine → Best MCP Servers for Database →How to Choose an MCP Server in 2026 →

View on GitHub →