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/agent-memory-mcp

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

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claude-code-templates
33k200 skills200 agents200 commands2 MCP

Claude Code

$ npx -y skills add davila7/claude-code-templates --skill agent-memory-mcp --agent claude-code

SKILL.md

agent-memory-mcp.SKILL.md
name: agent-memory-mcp
description: A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
metadata:
  author: Amit Rathiesh

Agent Memory Skill

This skill provides a persistent, searchable memory bank that automatically syncs with project documentation. It runs as an MCP server to allow reading/writing/searching of long-term memories.

Prerequisites

  • Node.js (v18+)

Setup

1. **Clone the Repository**: Clone the `agentMemory` project into your agent's workspace or a parallel directory:

   git clone https://github.com/webzler/agentMemory.git .agent/skills/agent-memory

2. **Install Dependencies**:

   cd .agent/skills/agent-memory
   npm install
   npm run compile

3. **Start the MCP Server**: Use the helper script to activate the memory bank for your current project:

   npm run start-server <project_id> <absolute_path_to_target_workspace>

_Example for current directory:_

   npm run start-server my-project $(pwd)

Capabilities (MCP Tools)

`memory_search`

Search for memories by query, type, or tags.

  • **Args**: `query` (string), `type?` (string), `tags?` (string[])
  • **Usage**: "Find all authentication patterns" -> `memory_search({ query: "authentication", type: "pattern" })`

`memory_write`

Record new knowledge or decisions.

  • **Args**: `key` (string), `type` (string), `content` (string), `tags?` (string[])
  • **Usage**: "Save this architecture decision" -> `memory_write({ key: "auth-v1", type: "decision", content: "..." })`

`memory_read`

Retrieve specific memory content by key.

  • **Args**: `key` (string)
  • **Usage**: "Get the auth design" -> `memory_read({ key: "auth-v1" })`

`memory_stats`

View analytics on memory usage.

  • **Usage**: "Show memory statistics" -> `memory_stats({})`

Dashboard

This skill includes a standalone dashboard to visualize memory usage.

npm run start-dashboard <absolute_path_to_target_workspace>

Access at: `http://localhost:3333`

Read more
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Questions about agent-memory-mcp.

Which coding agents can use agent-memory-mcp?
agent-memory-mcp installs in Claude Code, Codex, Cursor, Gemini CLI, GitHub Copilot, OpenCode and Windsurf with the skills CLI, using each agent's flag shown on this page. Flowy's auto-invocation, which fires a skill when your prompt matches, runs in Claude Code only.