agent-memory-engine MCP Server
Ninadnj/agent-memory-engine
[](https://agentrank-ai.com/tool/Ninadnj--agent-memory-engine/?utm_source=badge&utm_medium=readme&utm_campaign=agentrank_badge) One shared memory for coding agents (Claude Code, Codex, Cursor) over MCP — token-budgeted recall that keeps context cost flat as memory grows, with a published benchmark and its controls
claude mcp add agentrank -- npx -y agentrank-mcp-server Overview
Ninadnj/agent-memory-engine is a Python tool licensed under MIT. One shared memory for coding agents (Claude Code, Codex, Cursor) over MCP — token-budgeted recall that keeps context cost flat as memory grows, with a published benchmark and its controls
Ranked #22708 out of 24846 indexed tools.
Ecosystem
Score Breakdown
1 stars → early stage
Last commit 1mo ago → moderate activity
No issues filed → no history to score
0 contributors → solo project
No dependents → no downstream usage
Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →
How to Improve
Matched Queries
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