tristan-mcinnis

Claude Code Agentic Semantic Memory System MCP — Development skill for Claude Code

Development community

This guide provides complete instructions for implementing an Agentic Semantic Memory System that enables Claude agents to.

How to install Claude Code Agentic Semantic Memory System MCP

This entry records only its repository, not the path inside it, so there is no exact command to give. Open tristan-mcinnis/claude-code-agentic-semantic-memory-system-mcp and copy the folder into ~/.claude/skills/, or the file into ~/.claude/agents/.

What Claude Code Agentic Semantic Memory System MCP does

This guide provides complete instructions for implementing an **Agentic Semantic Memory System** that enables Claude agents to:

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README

Claude Code Agentic Semantic Memory System (MCP)

[![License: MIT](https://img.shields.io/badge/License-MIT-yellow.svg)](https://opensource.org/licenses/MIT) [![MCP Version](https://img.shields.io/badge/MCP-v0.6.2-blue)](https://github.com/anthropics/model-context-protocol) [![Node Version](https://img.shields.io/badge/node-%3E%3D18.0.0-green)](https://nodejs.org)

A sophisticated Model Context Protocol (MCP) server that provides Claude Code with persistent semantic memory capabilities, enabling long-term information storage and retrieval across sessions. This system allows Claude to remember context, preferences, and important information between conversations.

🌟 Key Features

🧠 Persistent Memory: Information survives across Claude Code sessions
🔍 Semantic Search: Retrieve memories based on meaning, not just keywords
📁 Project Namespaces: Organize memories into separate contexts/projects
🌐 Local Embeddings: Works offline without external API dependencies
🔗 Memory Relations: Create knowledge graphs with connected memories
🚀 Intent-Based Activation: Natural language triggers automatic tool invocation
📊 Full CRUD Operations: Create, read, update, and delete memories
🔐 Privacy-First: All data stored in your own PostgreSQL database

🏗️ Architecture

Core Components

agentic-memory/
├── src/
│   ├── index.ts           # MCP server entry point
│   ├── db/
│   │   ├── client.ts      # Database connection (Neon PostgreSQL)
│   │   └── schema.ts      # Drizzle ORM schema (memories, relations)
│   └── tools/
│       ├── createMemory.ts    # Store new memories
│       ├── searchMemory.ts    # Semantic search
│       ├── listMemories.ts    # List and filter memories
│       ├── deleteMemory.ts    # Remove memories
│       ├── updateMemory.ts    # Modify existing memories
│       ├── manageProjects.ts  # Project namespace management
│       └── simpleEmbedding.ts # Local embedding generation
├── run-ser