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

agent-memory-engine MCP Server

uudam42/agent-memory-engine

Score: 43.8 Rank #11313 MCP Server
Are you the maintainer of uudam42/agent-memory-engine? Claim this listing →

Memory Engine is a local-first MCP server that gives coding agents persistent, evidence-backed project memory. It automatically builds a project knowledge base, retrieves relevant architecture, constraints, incidents, and source context before complex tasks, and retains verified lessons after successful work.

Add AgentRank to Claude Code Discover and compare tools like uudam42/agent-memory-engine — your AI finds the right one automatically
Get API Access →
claude mcp add agentrank -- npx -y agentrank-mcp-server

Overview

uudam42/agent-memory-engine is a Python MCP server licensed under MIT. Memory Engine is a local-first MCP server that gives coding agents persistent, evidence-backed project memory. It automatically builds a project knowledge base, retrieves relevant architecture, constraints, incidents, and source context before complex tasks, and retains verified lessons after successful work.

Ranked #11313 out of 24850 indexed tools.

Ecosystem

Python MIT 19 pypi/wk

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 125

125 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → moderate activity

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 13% 19/wk

19 weekly installs → early adoption

Forks 0
Description Detailed
License MIT

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

How to Improve

Freshness high impact

Last commit was 56 days ago — a recent commit would boost your freshness score

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 uudam42/agent-memory-engine
[![AgentRank](https://agentrank-ai.com/api/badge/tool/uudam42--agent-memory-engine)](https://agentrank-ai.com/tool/uudam42--agent-memory-engine/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge)
<a href="https://agentrank-ai.com/tool/uudam42--agent-memory-engine/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge"><img src="https://agentrank-ai.com/api/badge/tool/uudam42--agent-memory-engine" 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="uudam42/agent-memory-engine"></script>

Matched Queries

"mcp server""mcp-server"

Get the weekly AgentRank digest

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