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agent-memory-mcp

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

60

8.00x
Quality

41%

Does it follow best practices?

Impact

96%

8.00x

Average score across 3 eval scenarios

SecuritybySnyk

Passed

No findings from the security scan

Fix and improve this skill with Tessl

tessl review fix ./plugins/AI-Agents-Safe-Coding-Skills/skills/agent-memory-mcp/SKILL.md

The canonical home for this skill is agent-memory-mcp in sickn33/agentic-awesome-skills

SKILL.md
Quality
Evals
Security

Evaluation results

95%

63%

Automate Agent Memory System Onboarding

Memory system setup automation

Criteria
Without this skill
With this skill

Clone destination path

0%

100%

Compile step present

100%

100%

start-server project_id arg

0%

100%

start-server absolute path arg

0%

100%

npm install step

100%

100%

npm run start-server used

0%

100%

Correct working directory

44%

100%

Node.js v18 requirement

0%

0%

100%

100%

Knowledge Capture Utility for Microservices Migration

MCP memory tool API usage

Criteria
Without this skill
With this skill

memory_write key arg

0%

100%

memory_write type value

0%

100%

memory_write content arg

0%

100%

memory_write tags arg

0%

100%

memory_search query arg

0%

100%

memory_search type filter

0%

100%

memory_search tags filter

0%

100%

memory_read key arg

0%

100%

memory_stats invoked

0%

100%

93%

88%

Memory Knowledge Base Exploration for a New Team Member

Dashboard startup and memory exploration

Criteria
Without this skill
With this skill

start-dashboard command

0%

100%

start-dashboard absolute path

0%

100%

Dashboard port 3333

0%

100%

memory_stats invoked

0%

100%

memory_search used

0%

100%

memory_search type filter

0%

100%

memory_read used

0%

0%

Dashboard browser access documented

100%

100%

Repository
administrakt0r/AI-Agents-Safe-Coding-Skills
Evaluated
Agent
Claude Code
Model
Claude Sonnet 4.6

Table of Contents

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