agent-memory-engine MCP Server
uudam42/agent-memory-engine
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.
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
Score Breakdown
125 stars → growing community
Last commit 1mo ago → moderate activity
No issues filed → no history to score
0 contributors → solo project
No dependents → no downstream usage
19 weekly installs → early adoption
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
Get the weekly AgentRank digest
Top movers, new tools, ecosystem insights — straight to your inbox.