mcp-server-memory

mcp-server-memory is a memory-based MCP server implementation.

Evaluated Mar 15, 2026 (0d ago)

Homepage ↗ Repo ↗ Infrastructure memory cache MCP

⚙ Agent Friendliness

/ 100

Can an agent use this?

🔒 Security

/ 100

Is it safe for agents?

⚡ Reliability

/ 100

Does it work consistently?

Score Breakdown

⚙ Agent Friendliness

MCP Quality

Documentation

Error Messages

Auth Simplicity

100

Rate Limits

🔒 Security

TLS Enforcement

Auth Strength

Scope Granularity

Dep. Hygiene

Secret Handling

100

No TLS enforcement, basic authentication strength.

⚡ Reliability

Uptime/SLA

Version Stability

Breaking Changes

Error Recovery

Best When

Used in scenarios requiring fast access to temporary data.

Avoid When

When data persistence is critical.

Use Cases

• In-memory data storage
• Fast data retrieval
• Temporary data caching

Not For

• Persistent data storage
• High availability applications

Interface

REST API

Yes

GraphQL

gRPC

MCP Server

Yes ↗

SDK

Webhooks

Authentication

Methods: API Key

OAuth: No Scopes: No

Pricing

Model: Open Source

Free tier: Yes

Requires CC: No

Agent Metadata

Idempotent

True

Retry Guidance

Not documented

Alternatives

Redis Memcached

Full Evaluation Report

Comprehensive deep-dive: security analysis, reliability audit, agent experience review, cost modeling, competitive positioning, and improvement roadmap for mcp-server-memory.

AI-powered analysis · PDF + markdown · Delivered within 30 minutes

$99

Package Brief

Quick verdict, integration guide, cost projections, gotchas with workarounds, and alternatives comparison.

Delivered within 10 minutes

Score Monitoring

Get alerted when this package's AF, security, or reliability scores change significantly. Stay ahead of regressions.

Continuous monitoring

$3/mo

API endpoint ↗ Agent guide ↗ Report inaccuracy

Scores are editorial opinions as of 2026-03-15.