mcp-memory-service

Name: mcp-memory-service Review
Item: mcp-memory-service
Rating: 3.8
Author: Aaron Matthews

Connector Infrastructure Solid

Open-source persistent memory for AI agent pipelines (LangGraph, CrewAI, AutoGen) and Claude. REST API + knowledge graph + autonomous consolidation.

Agent recalls customer interaction history across multiple support tickets
Multi-step research assistant builds and references accumulated knowledge graph
Autonomous workflow learns and consolidates patterns from repeated tasks

1,863 starsApache-2.0 (commercial OK)FreeNo code needed

Why it matters

Gives AI agents and multi-turn Claude conversations durable memory across sessions, reducing redundant context lookup and enabling long-running workflows to reference prior decisions without re-fetching data.

Best for

Teams running autonomous agent pipelines (LangGraph, CrewAI, AutoGen) or extended Claude workflows that need agents to remember facts, decisions, and learned patterns across separate invocations.

Works in

Claude Code Claude Cowork Claude Chat

Source

https://github.com/doobidoo/mcp-memory-service

By doobidoo

How to Get It

Option 1: Claude Desktop AppOpen the Customize panel in the sidebar → browse connectors → search and add. Works in Claude Code, Claude Cowork, and Claude Chat.

Option 2: Paste into Claude CodeCopy the command below and paste it into a Claude Code conversation. Claude will run it for you.

Command

claude mcp add mcp-memory-service -- npx -y mcp-memory-service

Tip: Paste this into a Claude Code conversation. Verify command matches your Claude Code version.

CostFree

Trust Signals Auto-scanned

Stars1,863Last updated2026-05-20LicenseApache-2.0 (OK for commercial use)Known CVEsNone foundSources: GitHub Advisory Database + OSV.dev · Scanned 2026-05-20 · scanner v1

Data & Access

Data processingPrompts sent to Anthropic API. Enterprise/Team plans exclude training.

Community Pulse Active

Discussed on Hacker News, Reddit

Just canceled. — Reddit · 309 pts
MCPs to add memory — Reddit · 21 pts
[Release] MCP Memory Service v8.19.0 - 75-90% Token Reduction — Reddit · 10 pts

13 mentions across 2 sources

Reviewer notes

Auto-scanned review. These are observations, not a security certification.

Scored from trust signals (evidence-eval-v1): 1,863 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.

How to evaluate tools before deploying →

Data shown here comes from public APIs and automated scanning. Reviewer notes reflect one person's experience. This is not a security certification or legal recommendation. Always evaluate tools according to your own organization's policies.

Evaluation Scores

Evaluation

Ease of Use

4/5

Versatility

5/5

Reliability

3/5

Security

3/5

Overall score3.85 / 5.00 SolidEvaluatedMay 2026

Scored from trust signals (evidence-eval-v1): 1,863 GitHub stars; contributors unknown; last commit 0d ago; license Apache-2.0.

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