bsmi021

mcp-memory-bank

Community bsmi021
Updated

A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it provides persistent, project-specific memory capabilities that enhance your AI's understanding and response quality.

๐Ÿณ Running with Docker

This project is fully Docker-ready for easy deployment and local development. The provided Dockerfile and docker-compose.yml set up both the main application and its required ChromaDB vector database.

Requirements

  • Docker (latest stable)
  • Docker Compose (v2+ recommended)

Environment Variables

The following environment variables are used by default (can be overridden in your environment or via docker-compose.yml):

CHROMADB_URL=http://chromadb:8000
TRANSPORT=http
HTTP_PORT=3000
MCP_MEMBANK_EMBEDDING_MODEL=Xenova/all-MiniLM-L6-v2
NODE_ENV=production
NODE_OPTIONS=--max-old-space-size=4096

Build & Run

To build and start all services:

docker-compose up --build -d

This will:

  • Build the main TypeScript application (Node.js v22.13.1-slim)
  • Start the app as ts-app (listening on port 3000)
  • Start ChromaDB as chromadb (listening on port 8000)
  • Create a persistent volume for ChromaDB data
  • Set up a shared Docker network for inter-service communication

Ports

  • 3000: Main application HTTP API (ts-app)
  • 8000: ChromaDB vector database (chromadb)

Data Persistence

  • ChromaDB data is persisted in the named Docker volume chromadb-data.
  • Application data directory (/app/data) is created and owned by a non-root user inside the container.

Special Notes

  • The application requires ChromaDB to be available at the URL specified by CHROMADB_URL (default: http://chromadb:8000).
  • The embedding model can be changed via the MCP_MEMBANK_EMBEDDING_MODEL environment variable.
  • If you need to customize environment variables, edit the docker-compose.yml or use an .env file.

MCP Server ยท Populars

MCP Server ยท New

    basementstudio

    xmcp

    The TypeScript MCP framework

    Community basementstudio
    MCP-Manager

    MCP Security Checklists

    MCP Server

    Community MCP-Manager
    mozarkai

    Optics Framework

    Open-source test automation for Android, iOS, web, smart TV (Android TV, Tizen, webOS) and Bluetooth (BLE) devices. Write tests as CSV/YAML, record them live, or let an AI agent build them over MCP. Self-healing locators: XPath, text, OCR, image.

    Community mozarkai
    baronunread

    rdyrct

    Open-source URL shortener for teams: branded short links, QR codes, and custom domains on Cloudflare Workers.

    Community baronunread
    ExpeditedProjects

    HutchDB

    A database for AI agents. No schema, SQL, or structure required. Claude Code, Codex, Cursor, Hermes, Claw, Grokbot, and other MCP clients store, query, and share the same records. Open source (AGPLv3) or cloud.

    Community ExpeditedProjects