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Agent Memory Mcp

  • 1.2k installs
  • 44k repo stars
  • Updated July 27, 2026
  • sickn33/antigravity-awesome-skills

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

About

The agent-memory-mcp skill 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".

  • **Clone the Repository**:
  • **Install Dependencies**:
  • **Start the MCP Server**:
  • **Args**: `query` (string), `type?` (string), `tags?` (string[])
  • **Usage**: "Find all authentication patterns" -> `memory_search({ query: "authentication", type: "pattern" })`

Agent Memory Mcp by the numbers

  • 1,245 all-time installs (skills.sh)
  • +31 installs in the week ending Jul 28, 2026 (Skillselion tracking)
  • Ranked #889 of 16,659 AI & Agent Building skills by installs in the Skillselion catalog
  • Security screen: MEDIUM risk (skills.sh audit)
  • Data as of Jul 28, 2026 (Skillselion catalog sync)
At a glance

agent-memory-mcp capabilities & compatibility

Capabilities
**clone the repository**: · **install dependencies**: · **start the mcp server**: · **args**: `query` (string), `type?` (string), `t · **usage**: "find all authentication patterns" >
Use cases
documentation
From the docs

What agent-memory-mcp says it does

# Agent Memory Skill This skill provides a persistent, searchable memory bank that automatically syncs with project documentation.
SKILL.md
It runs as an MCP server to allow reading/writing/searching of long-term memories.
SKILL.md
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill agent-memory-mcp

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Listed on Skillselion
Installs1.2k
repo stars44k
Security audit1 / 3 scanners passed
Last updatedJuly 27, 2026
Repositorysickn33/antigravity-awesome-skills

How do I use agent-memory-mcp for the task described in its SKILL.md triggers?

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

Who is it for?

Teams invoking agent-memory-mcp when the user request matches documented triggers and prerequisites.

Skip if: Skip when cached docs are missing, the request is a negative trigger, or another sibling skill owns the workflow.

When should I use this skill?

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

What you get

Step-by-step guidance grounded in agent-memory-mcp documentation and reference files.

  • MCP memory server configuration
  • searchable long-term agent memory index

By the numbers

  • Requires Node.js v18 or newer for MCP memory server setup

Files

SKILL.mdMarkdownGitHub ↗

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

When to Use

This skill is applicable to execute the workflow or actions described in the overview.

Limitations

  • Use this skill only when the task clearly matches the scope described above.
  • Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
  • Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

Related skills

How it compares

Choose agent-memory-mcp over inline prompt context when agents must recall architectural decisions across many sessions without re-uploading full docs.

FAQ

What does agent-memory-mcp do?

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

When should I use agent-memory-mcp?

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

What are common prerequisites?

--- name: agent-memory-mcp description: "A hybrid memory system that provides persistent, searchable knowledge management for AI agents (Architecture, Patterns, Decisions)." risk: unknown source: community date_added: "2

Is Agent Memory Mcp safe to install?

skills.sh reports 1 of 3 security scanners passed. Review the Security Audits panel on this page before installing in production.

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