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Agent Memory Mcp

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

Version1.0.0
LicenseMIT
Token count~526
Views32
UpdatedMay 27, 2026

Install

Quick install

via npx skills · works with 57+ agents
npx skills add https://github.com/davila7/claude-code-templates/tree/main/cli-tool/components/skills/ai-research/agent-memory-mcp
Or pick agent:
npx skills add davila7/claude-code-templates --skill agent-memory-mcp --agent claude-code
npx skills add davila7/claude-code-templates --skill agent-memory-mcp --agent cursor
npx skills add davila7/claude-code-templates --skill agent-memory-mcp --agent codex
npx skills add davila7/claude-code-templates --skill agent-memory-mcp --agent opencode
npx skills add davila7/claude-code-templates --skill agent-memory-mcp --agent github-copilot
npx skills add davila7/claude-code-templates --skill agent-memory-mcp --agent windsurf
More install options

Shorthand — useful for multi-skill repos:

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

Manual — clone the repo and drop the folder into your agent's skills directory:

git clone https://github.com/davila7/claude-code-templates.git
cp -r claude-code-templates/cli-tool/components/skills/ai-research/agent-memory-mcp ~/.claude/skills/
How to use: Once installed, ask your agent to "use the agent-memory-mcp skill" or describe what you want (e.g. "A hybrid memory system that provides persistent, searchable knowledge management"). Requires Node.js 18+.

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
   
  1. Install Dependencies:
   cd .agent/skills/agent-memory
   npm install
   npm run compile
   
  1. 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

SKILL.md source

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

# 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:

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

2. **Install Dependencies**:

   ```bash
   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:

   ```bash
   npm run start-server <project_id> <absolute_path_to_target_workspace>
   ```

   _Example for current directory:_

   ```bash
   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.

```bash
npm run start-dashboard <absolute_path_to_target_workspace>
```

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

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