NEW Browse AI tools across categories — updated daily. See what's new →

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
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`

Related skills 6

caveman

★ Featured

Ultra-compressed communication mode. Cuts token usage ~75% by speaking like caveman while keeping full technical accuracy. Supports intensity levels: lite, full (default), ultra, wenyan-lite, wenyan-full, wenyan-ultra. Use when user says "caveman mode", "talk like caveman", "use caveman", "less tokens", "be brief", or invokes /caveman. Also auto-triggers when token efficiency is requested.

juliusbrussee 167k
Development

secure-linux-web-hosting

★ Featured

Use when setting up, hardening, or reviewing a cloud server for self-hosting, including DNS, SSH, firewalls, Nginx, static-site hosting, reverse-proxying an app, HTTPS with Let's Encrypt or ACME clients, safe HTTP-to-HTTPS redirects, or optional post-launch network tuning such as BBR.

xixu-me 155k
Development

readme-i18n

★ Featured

Use when the user wants to translate a repository README, make a repo multilingual, localize docs, add a language switcher, internationalize the README, or update localized README variants in a GitHub-style repository.

xixu-me 155k
Development

lark-shared

★ Featured

Use when first setting up lark-cli, running auth login, switching user/bot identity (--as), handling permission denied or scope errors, needing to update lark-cli, or seeing _notice in JSON output.

larksuite 155k
Development

improve-codebase-architecture

★ Featured

Find deepening opportunities in a codebase, informed by the domain language in CONTEXT.md and the decisions in docs/adr/. Use when the user wants to improve architecture, find refactoring opportunities, consolidate tightly-coupled modules, or make a codebase more testable and AI-navigable.

mattpocock 151k
Development

paper-context-resolver

★ Featured

Optional RigorPilot helper for README-first deep learning repo reproduction. Use only when the README and repository files leave a narrow reproduction-critical gap and the task is to resolve a specific paper detail such as dataset split, preprocessing, evaluation protocol, checkpoint mapping, or runtime assumption from primary paper sources while recording conflicts. Do not use for general paper summary, repo scanning, environment setup, command execution, title-only paper lookup, or replacin...

lllllllama 127k
Development