
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)
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
What agent-memory-mcp says it does
# 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.
npx skills add https://github.com/sickn33/antigravity-awesome-skills --skill agent-memory-mcpAdd your badge
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| Installs | 1.2k |
|---|---|
| repo stars | ★ 44k |
| Security audit | 1 / 3 scanners passed |
| Last updated | July 27, 2026 |
| Repository | sickn33/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
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-memory2. Install Dependencies:
cd .agent/skills/agent-memory
npm install
npm run compile3. 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.