MCP Servers

A collection of Model Context Protocol servers, templates, tools and more.

MCP server for conversational memory and semantic drift detection in AI agents.

Created 12/9/2025
Updated 5 days ago
Repository documentation and setup instructions

DriftOS MCP Server

MCP server for semantic conversation routing with DriftOS.

What is this?

An MCP (Model Context Protocol) server that lets any MCP-compatible client (Claude Desktop, Cursor, etc.) use DriftOS for intelligent conversation routing.

Instead of dumping entire conversation histories into LLM context, DriftOS:

  • Branches when new topics appear
  • Stays when the topic continues
  • Routes back when you return to a previous topic

DriftOS Backend

This MCP server requires a running DriftOS Core backend.

DriftOS Core is the semantic conversation routing engine that:

  • Analyzes messages to detect topic shifts and returns
  • Maintains a graph of conversation branches
  • Extracts and tracks facts across topics
  • Assembles relevant context for LLM calls

See the driftos-core repository for setup instructions.

Tools

| Tool | Description | |------|-------------| | driftos_route_message | Route a message to the appropriate branch | | driftos_get_context | Get assembled context for LLM calls | | driftos_list_branches | List all branches in a conversation | | driftos_get_branch | Get details about a specific branch |

Setup

Prerequisites

  • Node.js 18+
  • A running DriftOS backend (default: http://localhost:3000)

Installation

npm install
npm run build

Configuration

Set the DriftOS API URL:

export DRIFTOS_API_URL=http://localhost:3000

Running

stdio mode (for Claude Desktop, etc.):

npm start

HTTP mode (for remote access):

TRANSPORT=http npm start

Claude Desktop Configuration

Add to your Claude Desktop config (~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "driftos": {
      "command": "node",
      "args": ["/path/to/driftos-mcp-server/dist/index.js"],
      "env": {
        "DRIFTOS_API_URL": "http://localhost:3000"
      }
    }
  }
}

License

MIT

Quick Setup
Installation guide for this server

Install Package (if required)

npx @modelcontextprotocol/server-driftos-mcp-server

Cursor configuration (mcp.json)

{ "mcpServers": { "driftos-driftos-mcp-server": { "command": "npx", "args": [ "driftos-driftos-mcp-server" ] } } }