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Agent skill

Agent Memory MCP

by davila7 in davila7/claude-code-templates

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

MITAuto-check passedAgent Workflows

Install Agent Memory MCP

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

Project install by default; add -g for ~/.claude/skills/.

GitHub CLI
$ gh skill install davila7/claude-code-templates agent-memory-mcp --agent claude-code

Project scope by default; add --scope user for a personal install. Needs GitHub CLI 2.90.0 or later (public preview).

Manual copy
$ git clone --depth 1 https://github.com/davila7/claude-code-templates.git skills-src && mkdir -p .claude/skills && cp -r skills-src/cli-tool/components/skills/ai-research/agent-memory-mcp .claude/skills/agent-memory-mcp && rm -rf skills-src

Use ~/.claude/skills/ instead of .claude/skills for a personal install. The folder must contain SKILL.md.

Claude Code skills documentation · loads skills from .claude/skills/

Facts

Skill name
agent-memory-mcp
GitHub stars
32k
Used in
8 other repos
Token cost
~526 tokens
SKILL.md length
172 words
Files
1
Skills in repo
477
Repo updated
First seen
Licence
MIT

At a glance

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

  • Works in 3 steps: Clone the Repository → Install Dependencies → Start the MCP Server
  • Tasks that involve Agent memory
  • SKILL.md covers Prerequisites, Setup, Capabilities (MCP Tools) and Dashboard
  • Calls npm and git; reaches github.com

What it does

Agent Memory MCP is an agent skill from davila7/claude-code-templates. A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

Its SKILL.md is about 530 tokens, which your agent loads only when the skill is triggered. It is a single SKILL.md file with no bundled scripts.

It sits in Agent Workflows, covering Agent memory, Software architecture and MCP servers. It works with Model Context Protocol. The repository describes itself as: CLI tool for configuring and monitoring Claude Code. The licence is MIT.

When your agent uses it

  • Tasks that involve Agent memory
  • Tasks that involve Software architecture
  • Tasks that involve MCP servers

Example prompts

  • “/agent-memory-mcp”

Requirements

  • Node.js

Workflow steps

3 steps, taken from the first numbered list in SKILL.md.

  1. Clone the Repository
  2. Install Dependencies
  3. Start the MCP Server

What it can do on your machine

Read from SKILL.md and the folder at commit 14680ec. It shows what the files ask for, not the result of running them.

  • Tool permissions

    Pre-approves nothing: there is no allowed-tools line, so your agent's usual permission prompts apply.

    From allowed-tools in the SKILL.md frontmatter.

  • Runs code

    Shell commands in SKILL.md call:

    • npm
    • git

    From the folder's file list and the shell code blocks in SKILL.md.

  • Network

    Hosts in commands or code, which the agent is likely to contact:

    • github.com

    From URLs in SKILL.md, links to its own repository left out.

  • Credentials

    Names no API keys, tokens, secrets or passwords.

    From names ending in _API_KEY, _TOKEN, _SECRET, _KEY or _PASSWORD in SKILL.md.

Context cost

Agent Memory MCP loads about 526 tokens when it runs. Until then it costs about 37 tokens; SKILL.md has 172 words of instructions outside code blocks.

Always · name and description, kept in context so the agent knows when to use it
~37
When it runs · the whole SKILL.md, loaded when a task matches
~526

Estimates: characters ÷ 4, the usual rule of thumb; real counts depend on the model's tokenizer. Scripts and assets cost tokens only if the agent reads them.

Safety

Auto-check passed

The automated check found no risky patterns in SKILL.md.

Automated static check — not a guarantee. Review scripts before installing. It scans the text of SKILL.md for risky patterns (piping downloads into a shell, reading credential files, hidden Unicode, destructive commands); files beside SKILL.md are not scanned.

SKILL.md

The full file from davila7/claude-code-templates at commit 14680ec, republished under its MIT licence (© davila7). 172 words, ~526 tokens.

Download SKILL.mdSave it as .claude/skills/agent-memory-mcp/SKILL.md (or your agent's skills folder).
name
agent-memory-mcp
description
A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).
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:

    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)

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

© davila7, MIT. Rendered from Markdown: HTML in the file is shown as text, images as links, and headings moved down two levels. Raw file

Files

Just SKILL.md in cli-tool/components/skills/ai-research/agent-memory-mcp of davila7/claude-code-templates.

Open the folder on GitHubat commit 14680ec

Used in 8 other repositories

We found 17 copies of this SKILL.md (exact, near-identical or edited) in other folders, from 8 other GitHub owners. This page covers the copy in davila7/claude-code-templates, which our catalogue first saw on October 7, 2026.

Compare with similar skills

Agent Memory MCP next to the 5 skills that share the most tags, products or categories with it. Stars are the repository's; “used in” counts other GitHub owners with a copy.

Agent Memory MCP compared with similar skills
SkillStarsUsed inTokensAuto-checkLicenceRepo updated
Agent Memory MCP this skilldavila7/claude-code-templates32k8 repos~526Automated safety check: PassMIT
Qmdbreferrari/obsidian-mind4.9k—~1.7kAutomated safety check: PassMIT
MemPalace Setup and OperationMemPalace/mempalace59k—~2.2kAutomated safety check: PassMIT
agentmemory Setup and Diagnosticsrohitg00/agentmemory29k—~1kAutomated safety check: NotesApache-2.0
Memori MCP Memory UsageMemoriLabs/Memori17k—~3.8kAutomated safety check: PassMIT
Shared Agent Knowledge Commonsmozilla-ai/cq1.3k—~6.5kAutomated safety check: PassApache-2.0

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    MemPalace/mempalace

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Works with

Categories

Questions about Agent Memory MCP

What does Agent Memory MCP do?

A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions). Agent Memory MCP is an agent skill from davila7/claude-code-templates. A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions).

When should I use Agent Memory MCP?

Agent Memory MCP fits situations like: tasks that involve Agent memory; tasks that involve Software architecture; tasks that involve MCP servers.

How do I install Agent Memory MCP in Claude Code?

Run `npx skills add davila7/claude-code-templates --skill agent-memory-mcp -a claude-code`. Or copy the skill folder (cli-tool/components/skills/ai-research/agent-memory-mcp in davila7/claude-code-templates) into .claude/skills/agent-memory-mcp in your project. Claude Code loads it when a task matches its description.

How do I install Agent Memory MCP in Codex?

Run `npx skills add davila7/claude-code-templates --skill agent-memory-mcp -a codex`. Or copy the skill folder (cli-tool/components/skills/ai-research/agent-memory-mcp in davila7/claude-code-templates) into .agents/skills/agent-memory-mcp in your project. Codex loads it when a task matches its description.

Can I use Agent Memory MCP in Cursor, Gemini CLI or GitHub Copilot?

Cursor, Gemini CLI, GitHub Copilot and OpenCode also load SKILL.md folders. With the skills CLI, run `npx skills add davila7/claude-code-templates --skill agent-memory-mcp -a cursor` (or -a gemini-cli, github-copilot or opencode for the others). To copy it by hand, put the folder in .cursor/skills/agent-memory-mcp, .gemini/skills/agent-memory-mcp, .github/skills/agent-memory-mcp and .opencode/skills/agent-memory-mcp in your project.

What does Agent Memory MCP need to run?

Going by SKILL.md and its folder, Agent Memory MCP needs the command-line tools its instructions call (npm and git). Our summary lists: Node.js.

Does Agent Memory MCP access the network?

SKILL.md names 1 domain. In commands or code: github.com; the agent is likely to contact it when it follows the instructions. This is read from the text; nothing was executed.

Is Agent Memory MCP safe to install?

Our automated static check of SKILL.md found no risky patterns, such as piping downloads into a shell, reading credential files or hidden Unicode. It is not a guarantee. Review the folder before installing.

What licence does Agent Memory MCP use?

Agent Memory MCP is published under the MIT licence (the repository's licence). It allows redistribution, so the full SKILL.md is shown on this page.

How many tokens does Agent Memory MCP use?

About 526 tokens (SKILL.md is roughly 2.1k characters). Agents keep only the skill's name and description in context until a task matches; then they load SKILL.md in full.

What are the alternatives to Agent Memory MCP?

Skills that share tags, products or a category with Agent Memory MCP: Qmd (breferrari/obsidian-mind, 4.9k stars), MemPalace Setup and Operation (MemPalace/mempalace, 59k stars), agentmemory Setup and Diagnostics (rohitg00/agentmemory, 29k stars) and Memori MCP Memory Usage (MemoriLabs/Memori, 17k stars). The comparison table on this page puts their stars, adoption, token cost, safety result and licence side by side.

Who maintains Agent Memory MCP?

davila7 (a GitHub user) maintains it in davila7/claude-code-templates, which has 32,463 GitHub stars. The repository holds 477 skills in this directory. The repository was last updated on October 8, 2026.

Source: davila7/claude-code-templates on GitHub. Facts on this page come from the repository at the commit we read; the author's words are quoted as theirs.