diff --git a/cloud-wrapper/.env.example b/cloud-wrapper/.env.example
deleted file mode 100644
index c7614644..00000000
--- a/cloud-wrapper/.env.example
+++ /dev/null
@@ -1,24 +0,0 @@
-# Server configuration
-PORT=3000
-
-# Storage configuration
-# Options: 'filesystem', 'memory', 's3'
-STORAGE_TYPE=filesystem
-STORAGE_ROOT_DIR=./data
-
-# S3 Storage configuration (only used if STORAGE_TYPE=s3)
-S3_BUCKET_NAME=your-bucket-name
-S3_ACCESS_KEY_ID=your-access-key
-S3_SECRET_ACCESS_KEY=your-secret-key
-S3_REGION=us-east-1
-# Optional: For custom S3-compatible services like MinIO, DigitalOcean Spaces, etc.
-# S3_ENDPOINT=https://your-custom-endpoint
-
-# Embedding configuration
-# Set to 'true' to use simple embedding (faster but less accurate)
-USE_SIMPLE_EMBEDDING=false
-
-# HNSW index configuration (optional)
-# HNSW_M=16                # Max connections per node
-# HNSW_EF_CONSTRUCTION=200 # Construction candidate list size
-# HNSW_EF_SEARCH=50        # Search candidate list size
diff --git a/cloud-wrapper/README.md b/cloud-wrapper/README.md
deleted file mode 100644
index 436691cb..00000000
--- a/cloud-wrapper/README.md
+++ /dev/null
@@ -1,341 +0,0 @@
-<div align="center">
-<img src="../brainy.png" alt="Brainy Logo" width="200"/>
-
-# Brainy Cloud Wrapper
-</div>
-
-A standalone web service wrapper for the [Brainy](https://github.com/soulcraft/brainy) vector graph database. This wrapper allows you to deploy Brainy as a RESTful API service on various cloud platforms including AWS, Google Cloud, and Cloudflare.
-
-## Features
-
-- RESTful API for all Brainy operations
-- WebSocket API for real-time updates and subscriptions
-- Model Control Protocol (MCP) service for external model access
-- Support for multiple storage backends (Memory, FileSystem, S3)
-- Configurable via environment variables
-- Deployment scripts for AWS, Google Cloud, and Cloudflare
-- Secure by default with Helmet middleware
-- Cross-origin resource sharing (CORS) support
-
-## Prerequisites
-
-- Node.js 23.11.0 or higher
-- npm or yarn
-- For cloud deployments:
-  - AWS: AWS CLI installed and configured
-  - Google Cloud: Google Cloud SDK installed and configured
-  - Cloudflare: Wrangler CLI installed and configured
-
-## Installation
-
-1. Clone the repository:
-   ```bash
-   git clone https://github.com/soulcraft/brainy.git
-   cd brainy/cloud-wrapper
-   ```
-
-2. Install dependencies:
-   ```bash
-   npm install --legacy-peer-deps
-   ```
-
-3. Create a `.env` file based on the example:
-   ```bash
-   cp .env.example .env
-   ```
-
-4. Edit the `.env` file to configure your environment.
-
-## Configuration
-
-The cloud wrapper can be configured using environment variables. See the `.env.example` file for available options.
-
-### Storage Options
-
-- `STORAGE_TYPE`: The type of storage to use. Options:
-  - `memory`: In-memory storage (default for Cloudflare)
-  - `filesystem`: File system storage (default for local and AWS/GCP)
-  - `s3`: S3-compatible storage (AWS S3, MinIO, etc.)
-  - `r2`: Cloudflare R2 storage (Cloudflare only)
-
-### S3 Storage Configuration
-
-When using `STORAGE_TYPE=s3`, the following environment variables are required:
-
-- `S3_BUCKET_NAME`: The name of the S3 bucket
-- `S3_ACCESS_KEY_ID`: Your S3 access key ID
-- `S3_SECRET_ACCESS_KEY`: Your S3 secret access key
-- `S3_REGION`: The S3 region (default: `us-east-1`)
-- `S3_ENDPOINT` (optional): Custom endpoint for S3-compatible services
-
-### MCP Service Configuration
-
-The Model Control Protocol (MCP) service can be configured using the following environment variables:
-
-- `MCP_WS_PORT`: Port for the MCP WebSocket server (if not set, WebSocket server is disabled)
-- `MCP_REST_PORT`: Port for the MCP REST server (if not set, REST server is disabled)
-- `MCP_ENABLE_AUTH`: Enable authentication for MCP requests (`true` or `false`)
-- `MCP_API_KEYS`: Comma-separated list of API keys for authentication
-- `MCP_RATE_LIMIT_REQUESTS`: Maximum number of requests per time window
-- `MCP_RATE_LIMIT_WINDOW_MS`: Time window for rate limiting in milliseconds (default: `60000`)
-- `MCP_ENABLE_CORS`: Enable CORS for MCP REST server (`true` or `false`)
-
-## Local Development
-
-1. Build the project:
-   ```bash
-   npm run build
-   ```
-
-2. Start the development server:
-   ```bash
-   npm run dev
-   ```
-
-3. The API will be available at `http://localhost:3000`.
-
-## API Endpoints
-
-Brainy Cloud Wrapper provides REST API, WebSocket API, and Model Control Protocol (MCP) API for interacting with the database.
-
-### REST API
-
-#### Status
-
-- `GET /api/status`: Get database status
-
-#### Nouns (Entities)
-
-- `POST /api/nouns`: Add a new noun
-  - Body: `{ "text": "Your text", "metadata": { ... } }`
-- `GET /api/nouns/:id`: Get a noun by ID
-- `PUT /api/nouns/:id`: Update noun metadata
-  - Body: `{ "metadata": { ... } }`
-- `DELETE /api/nouns/:id`: Delete a noun
-
-#### Search
-
-- `POST /api/search`: Search for similar nouns
-  - Body: `{ "query": "Your search query", "limit": 10 }`
-
-#### Verbs (Relationships)
-
-- `POST /api/verbs`: Add a relationship between nouns
-  - Body: `{ "sourceId": "...", "targetId": "...", "metadata": { ... } }`
-- `GET /api/verbs`: Get all relationships
-- `GET /api/verbs/source/:id`: Get relationships by source
-- `GET /api/verbs/target/:id`: Get relationships by target
-- `DELETE /api/verbs/:id`: Delete a relationship
-
-#### Database Management
-
-- `DELETE /api/clear`: Clear all data
-
-### WebSocket API
-
-The WebSocket API provides real-time communication with the Brainy database. Connect to the WebSocket server at `ws://your-server:port`.
-
-#### Message Format
-
-All WebSocket messages follow this format:
-
-```json
-{
-  "type": "messageType",
-  "id": "unique-message-id",
-  "payload": {
-    // Message-specific data
-  }
-}
-```
-
-#### Available Message Types
-
-##### Status
-- Request: `{ "type": "status" }`
-- Response: `{ "type": "status", "id": "...", "payload": { /* database status */ } }`
-
-##### Nouns (Entities)
-- Add a noun:
-  - Request: `{ "type": "addNoun", "payload": { "text": "Your text", "metadata": { ... } } }`
-  - Response: `{ "type": "addNoun", "id": "...", "payload": { "id": "new-noun-id" } }`
-
-- Get a noun:
-  - Request: `{ "type": "getNoun", "payload": { "id": "noun-id" } }`
-  - Response: `{ "type": "getNoun", "id": "...", "payload": { /* noun data */ } }`
-
-- Update a noun:
-  - Request: `{ "type": "updateNoun", "payload": { "id": "noun-id", "metadata": { ... } } }`
-  - Response: `{ "type": "updateNoun", "id": "...", "payload": { "success": true } }`
-
-- Delete a noun:
-  - Request: `{ "type": "deleteNoun", "payload": { "id": "noun-id" } }`
-  - Response: `{ "type": "deleteNoun", "id": "...", "payload": { "success": true } }`
-
-##### Search
-- Search for similar nouns:
-  - Request: `{ "type": "search", "payload": { "query": "Your search query", "limit": 10 } }`
-  - Response: `{ "type": "search", "id": "...", "payload": [ /* search results */ ] }`
-
-##### Verbs (Relationships)
-- Add a verb:
-  - Request: `{ "type": "addVerb", "payload": { "sourceId": "...", "targetId": "...", "metadata": { ... } } }`
-  - Response: `{ "type": "addVerb", "id": "...", "payload": { "success": true } }`
-
-- Get all verbs:
-  - Request: `{ "type": "getVerbs" }`
-  - Response: `{ "type": "getVerbs", "id": "...", "payload": [ /* all verbs */ ] }`
-
-- Get verbs by source:
-  - Request: `{ "type": "getVerbsBySource", "payload": { "id": "source-id" } }`
-  - Response: `{ "type": "getVerbsBySource", "id": "...", "payload": [ /* verbs */ ] }`
-
-- Get verbs by target:
-  - Request: `{ "type": "getVerbsByTarget", "payload": { "id": "target-id" } }`
-  - Response: `{ "type": "getVerbsByTarget", "id": "...", "payload": [ /* verbs */ ] }`
-
-- Delete a verb:
-  - Request: `{ "type": "deleteVerb", "payload": { "id": "verb-id" } }`
-  - Response: `{ "type": "deleteVerb", "id": "...", "payload": { "success": true } }`
-
-##### Database Management
-- Clear all data:
-  - Request: `{ "type": "clear" }`
-  - Response: `{ "type": "clear", "id": "...", "payload": { "success": true } }`
-
-#### Real-time Subscriptions
-
-The WebSocket API supports subscribing to real-time updates:
-
-- Subscribe to updates:
-  - Request: `{ "type": "subscribe", "payload": { "type": "nouns" } }`
-  - Response: `{ "type": "subscribe", "id": "...", "payload": { "success": true, "type": "nouns" } }`
-
-- Unsubscribe from updates:
-  - Request: `{ "type": "unsubscribe", "payload": { "type": "nouns" } }`
-  - Response: `{ "type": "unsubscribe", "id": "...", "payload": { "success": true, "type": "nouns" } }`
-
-Available subscription types:
-- `nouns`: Updates about nouns (added, updated, deleted)
-- `verbs`: Updates about verbs (added, deleted)
-- `searchResults`: Updates about search results
-
-When subscribed, you'll receive messages when relevant events occur:
-
-```json
-{
-  "type": "subscribe",
-  "payload": {
-    "type": "nouns",
-    "data": {
-      "type": "added",
-      "id": "noun-id",
-      "data": { /* noun data */ }
-    }
-  }
-}
-```
-
-### MCP API
-
-The Model Control Protocol (MCP) API provides a standardized interface for external models to access Brainy data and use the augmentation pipeline as tools. The MCP API is available through both WebSocket and REST endpoints.
-
-#### MCP REST API Endpoints
-
-- `POST /mcp/data`: Access Brainy data (search, get, add, etc.)
-- `POST /mcp/tools`: Execute augmentation pipeline tools
-- `POST /mcp/system`: Get system information
-- `POST /mcp/auth`: Authenticate with the MCP service
-- `GET /mcp/tools`: Get available tools
-
-#### MCP WebSocket
-
-Connect to the MCP WebSocket server at `ws://your-server:MCP_WS_PORT` and send JSON messages in the MCP format:
-
-```json
-{
-  "type": "DATA_ACCESS",
-  "requestId": "unique-request-id",
-  "version": "1.0",
-  "operation": "search",
-  "parameters": {
-    "query": "Your search query",
-    "k": 5
-  }
-}
-```
-
-For detailed documentation on the MCP API, see the [MCP documentation](../src/mcp/README.md).
-
-## Cloud Deployment
-
-### AWS Lambda and API Gateway
-
-1. Configure AWS-specific environment variables:
-   ```
-   AWS_REGION=us-east-1
-   AWS_FUNCTION_NAME=brainy-cloud-service
-   AWS_API_GATEWAY_NAME=brainy-api
-   AWS_STAGE_NAME=prod
-   AWS_ACCOUNT_ID=your-account-id
-   ```
-
-2. Deploy to AWS:
-   ```bash
-   npm run deploy:aws
-   ```
-
-### Google Cloud Run
-
-1. Configure GCP-specific environment variables:
-   ```
-   GCP_PROJECT_ID=your-project-id
-   GCP_REGION=us-central1
-   GCP_SERVICE_NAME=brainy-cloud-service
-   GCP_IMAGE_NAME=brainy-cloud-service
-   GCP_MEMORY=512Mi
-   GCP_CPU=1
-   GCP_MAX_INSTANCES=10
-   GCP_MIN_INSTANCES=0
-   ```
-
-2. Deploy to Google Cloud:
-   ```bash
-   npm run deploy:gcp
-   ```
-
-### Cloudflare Workers
-
-1. Configure Cloudflare-specific environment variables:
-   ```
-   CF_ACCOUNT_ID=your-account-id
-   CF_WORKER_NAME=brainy-cloud-service
-   CF_KV_NAMESPACE=BRAINY_STORAGE
-   CF_R2_BUCKET=brainy-storage
-   ```
-
-2. Deploy to Cloudflare:
-   ```bash
-   npm run deploy:cloudflare
-   ```
-
-## Storage Considerations
-
-### AWS Lambda
-
-When deploying to AWS Lambda, it's recommended to use S3 storage for persistence. The filesystem storage option will work but data will be lost when the Lambda function is recycled.
-
-### Google Cloud Run
-
-For Google Cloud Run, you can use either filesystem storage (for ephemeral storage) or S3-compatible storage (like Google Cloud Storage with an S3 compatibility layer).
-
-### Cloudflare Workers
-
-Cloudflare Workers have limited storage options. The recommended approach is to use:
-- Cloudflare KV for small datasets
-- Cloudflare R2 for larger datasets
-- Memory storage for temporary data
-
-## License
-
-MIT
diff --git a/cloud-wrapper/package-lock.json b/cloud-wrapper/package-lock.json
deleted file mode 100644
index be1b9252..00000000
--- a/cloud-wrapper/package-lock.json
+++ /dev/null
@@ -1,4082 +0,0 @@
-{
-  "name": "@soulcraft/brainy-cloud",
-  "version": "0.1.0",
-  "lockfileVersion": 3,
-  "requires": true,
-  "packages": {
-    "": {
-      "name": "@soulcraft/brainy-cloud",
-      "version": "0.1.0",
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-        "@types/morgan": "^1.9.9",
-        "@types/node": "^20.10.5",
-        "@types/uuid": "^9.0.7",
-        "@types/ws": "^8.5.10",
-        "nodemon": "^3.0.2",
-        "ts-node": "^10.9.2",
-        "typescript": "^5.3.3"
-      },
-      "engines": {
-        "node": ">=23.11.0"
-      }
-    },
-    "node_modules/@aws-crypto/crc32": {
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-      }
-    },
-    "node_modules/y18n": {
-      "version": "5.0.8",
-      "resolved": "https://registry.npmjs.org/y18n/-/y18n-5.0.8.tgz",
-      "integrity": "sha512-0pfFzegeDWJHJIAmTLRP2DwHjdF5s7jo9tuztdQxAhINCdvS+3nGINqPd00AphqJR/0LhANUS6/+7SCb98YOfA==",
-      "license": "ISC",
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/yargs": {
-      "version": "16.2.0",
-      "resolved": "https://registry.npmjs.org/yargs/-/yargs-16.2.0.tgz",
-      "integrity": "sha512-D1mvvtDG0L5ft/jGWkLpG1+m0eQxOfaBvTNELraWj22wSVUMWxZUvYgJYcKh6jGGIkJFhH4IZPQhR4TKpc8mBw==",
-      "license": "MIT",
-      "dependencies": {
-        "cliui": "^7.0.2",
-        "escalade": "^3.1.1",
-        "get-caller-file": "^2.0.5",
-        "require-directory": "^2.1.1",
-        "string-width": "^4.2.0",
-        "y18n": "^5.0.5",
-        "yargs-parser": "^20.2.2"
-      },
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/yargs-parser": {
-      "version": "20.2.9",
-      "resolved": "https://registry.npmjs.org/yargs-parser/-/yargs-parser-20.2.9.tgz",
-      "integrity": "sha512-y11nGElTIV+CT3Zv9t7VKl+Q3hTQoT9a1Qzezhhl6Rp21gJ/IVTW7Z3y9EWXhuUBC2Shnf+DX0antecpAwSP8w==",
-      "license": "ISC",
-      "engines": {
-        "node": ">=10"
-      }
-    },
-    "node_modules/yn": {
-      "version": "3.1.1",
-      "resolved": "https://registry.npmjs.org/yn/-/yn-3.1.1.tgz",
-      "integrity": "sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==",
-      "dev": true,
-      "license": "MIT",
-      "engines": {
-        "node": ">=6"
-      }
-    }
-  }
-}
diff --git a/cloud-wrapper/package.json b/cloud-wrapper/package.json
deleted file mode 100644
index fd5b1b7b..00000000
--- a/cloud-wrapper/package.json
+++ /dev/null
@@ -1,92 +0,0 @@
-{
-  "name": "@soulcraft/brainy-cloud",
-  "version": "0.1.0",
-  "description": "Cloud deployment wrapper for Brainy vector graph database",
-  "main": "dist/index.js",
-  "type": "module",
-  "scripts": {
-    "build": "tsc",
-    "start": "node dist/index.js",
-    "dev": "nodemon --exec node --loader ts-node/esm src/index.ts",
-    "deploy:aws": "node scripts/deploy-aws.js",
-    "deploy:gcp": "node scripts/deploy-gcp.js",
-    "deploy:cloudflare": "node scripts/deploy-cloudflare.js"
-  },
-  "keywords": [
-    "brainy",
-    "vector-database",
-    "cloud",
-    "aws",
-    "google-cloud",
-    "cloudflare"
-  ],
-  "author": "David Snelling (david@soulcraft.com)",
-  "license": "MIT",
-  "dependencies": {
-    "@soulcraft/brainy": "^0.9.34",
-    "cors": "^2.8.5",
-    "dotenv": "^16.4.5",
-    "express": "^4.19.2",
-    "helmet": "^7.1.0",
-    "morgan": "^1.10.0",
-    "uuid": "^9.0.1",
-    "ws": "^8.16.0"
-  },
-  "devDependencies": {
-    "@types/cors": "^2.8.17",
-    "@types/express": "^4.17.21",
-    "@types/morgan": "^1.9.9",
-    "@types/node": "^20.11.30",
-    "@types/uuid": "^9.0.8",
-    "@types/ws": "^8.5.10",
-    "nodemon": "^3.1.0",
-    "ts-node": "^10.9.2",
-    "typescript": "^5.4.5"
-  },
-  "engines": {
-    "node": ">=24.4.0"
-  },
-  "prettier": {
-    "arrowParens": "always",
-    "bracketSameLine": true,
-    "bracketSpacing": true,
-    "htmlWhitespaceSensitivity": "css",
-    "printWidth": 80,
-    "proseWrap": "preserve",
-    "semi": false,
-    "singleQuote": true,
-    "tabWidth": 2,
-    "trailingComma": "none",
-    "useTabs": false
-  },
-  "eslintConfig": {
-    "root": true,
-    "extends": [
-      "eslint:recommended",
-      "plugin:@typescript-eslint/recommended"
-    ],
-    "@typescript-eslint/no-explicit-any": "off",
-    "parser": "@typescript-eslint/parser",
-    "plugins": [
-      "@typescript-eslint"
-    ],
-    "rules": {
-      "no-unused-vars": "off",
-      "@typescript-eslint/no-unused-vars": [
-        "warn",
-        {
-          "args": "after-used",
-          "argsIgnorePattern": "^_"
-        }
-      ],
-      "semi": [
-        "error",
-        "never"
-      ],
-      "@typescript-eslint/semi": [
-        "error",
-        "never"
-      ]
-    }
-  }
-}
diff --git a/cloud-wrapper/scripts/deploy-aws.js b/cloud-wrapper/scripts/deploy-aws.js
deleted file mode 100644
index 57a0ec50..00000000
--- a/cloud-wrapper/scripts/deploy-aws.js
+++ /dev/null
@@ -1,205 +0,0 @@
-#!/usr/bin/env node
-
-/**
- * AWS Deployment Script for Brainy Cloud Wrapper
- * 
- * This script helps deploy the Brainy cloud wrapper to AWS Lambda and API Gateway.
- * It uses the AWS SDK to create and configure the necessary resources.
- * 
- * Prerequisites:
- * - AWS CLI installed and configured with appropriate credentials
- * - Node.js 23.11.0 or higher
- * - Brainy cloud wrapper built (npm run build)
- */
-
-import { execSync } from 'child_process';
-import fs from 'fs';
-import path from 'path';
-import dotenv from 'dotenv';
-
-// Load environment variables
-dotenv.config();
-
-// Configuration
-const config = {
-  region: process.env.AWS_REGION || 'us-east-1',
-  functionName: process.env.AWS_FUNCTION_NAME || 'brainy-cloud-service',
-  s3Bucket: process.env.S3_BUCKET_NAME,
-  s3Key: process.env.S3_ACCESS_KEY_ID,
-  s3Secret: process.env.S3_SECRET_ACCESS_KEY,
-  apiGatewayName: process.env.AWS_API_GATEWAY_NAME || 'brainy-api',
-  stageName: process.env.AWS_STAGE_NAME || 'prod'
-};
-
-// Validate configuration
-if (!config.s3Bucket && process.env.STORAGE_TYPE === 's3') {
-  console.error('Error: S3 bucket name is required when using S3 storage');
-  process.exit(1);
-}
-
-// Create deployment package
-function createDeploymentPackage() {
-  console.log('Creating deployment package...');
-  
-  try {
-    // Create a temporary directory for the deployment package
-    if (!fs.existsSync('deploy')) {
-      fs.mkdirSync('deploy');
-    }
-    
-    // Copy necessary files
-    execSync('cp -r dist deploy/');
-    execSync('cp package.json deploy/');
-    execSync('cp .env deploy/');
-    
-    // Create a zip file
-    execSync('cd deploy && zip -r ../deployment.zip .');
-    
-    console.log('Deployment package created successfully');
-  } catch (error) {
-    console.error('Error creating deployment package:', error);
-    process.exit(1);
-  }
-}
-
-// Deploy to AWS Lambda
-function deployToLambda() {
-  console.log('Deploying to AWS Lambda...');
-  
-  try {
-    // Check if function exists
-    try {
-      execSync(`aws lambda get-function --function-name ${config.functionName} --region ${config.region}`);
-      
-      // Update existing function
-      execSync(`aws lambda update-function-code --function-name ${config.functionName} --zip-file fileb://deployment.zip --region ${config.region}`);
-      console.log(`Lambda function ${config.functionName} updated successfully`);
-    } catch (error) {
-      // Create new function
-      execSync(`aws lambda create-function --function-name ${config.functionName} --runtime nodejs20.x --handler dist/index.handler --zip-file fileb://deployment.zip --role arn:aws:iam::${process.env.AWS_ACCOUNT_ID}:role/lambda-basic-execution --region ${config.region}`);
-      console.log(`Lambda function ${config.functionName} created successfully`);
-    }
-    
-    // Configure environment variables
-    const envVars = {
-      Variables: {
-        NODE_ENV: 'production',
-        STORAGE_TYPE: process.env.STORAGE_TYPE || 'filesystem',
-        S3_BUCKET_NAME: config.s3Bucket,
-        S3_ACCESS_KEY_ID: config.s3Key,
-        S3_SECRET_ACCESS_KEY: config.s3Secret,
-        S3_REGION: config.region
-      }
-    };
-    
-    execSync(`aws lambda update-function-configuration --function-name ${config.functionName} --environment '${JSON.stringify(envVars)}' --region ${config.region}`);
-    console.log('Lambda function environment variables configured');
-    
-  } catch (error) {
-    console.error('Error deploying to AWS Lambda:', error);
-    process.exit(1);
-  }
-}
-
-// Create API Gateway
-function createApiGateway() {
-  console.log('Creating API Gateway...');
-  
-  try {
-    // Check if API Gateway exists
-    let apiId;
-    try {
-      const result = execSync(`aws apigateway get-rest-apis --region ${config.region}`).toString();
-      const apis = JSON.parse(result).items;
-      const api = apis.find(api => api.name === config.apiGatewayName);
-      
-      if (api) {
-        apiId = api.id;
-        console.log(`Using existing API Gateway: ${apiId}`);
-      } else {
-        throw new Error('API Gateway not found');
-      }
-    } catch (error) {
-      // Create new API Gateway
-      const result = execSync(`aws apigateway create-rest-api --name ${config.apiGatewayName} --region ${config.region}`).toString();
-      apiId = JSON.parse(result).id;
-      console.log(`API Gateway created: ${apiId}`);
-    }
-    
-    // Get root resource ID
-    const resourcesResult = execSync(`aws apigateway get-resources --rest-api-id ${apiId} --region ${config.region}`).toString();
-    const rootResourceId = JSON.parse(resourcesResult).items.find(resource => resource.path === '/').id;
-    
-    // Create proxy resource
-    let proxyResourceId;
-    try {
-      const proxyResource = JSON.parse(resourcesResult).items.find(resource => resource.path === '/{proxy+}');
-      if (proxyResource) {
-        proxyResourceId = proxyResource.id;
-      } else {
-        throw new Error('Proxy resource not found');
-      }
-    } catch (error) {
-      const proxyResult = execSync(`aws apigateway create-resource --rest-api-id ${apiId} --parent-id ${rootResourceId} --path-part {proxy+} --region ${config.region}`).toString();
-      proxyResourceId = JSON.parse(proxyResult).id;
-    }
-    
-    // Create ANY method
-    try {
-      execSync(`aws apigateway put-method --rest-api-id ${apiId} --resource-id ${proxyResourceId} --http-method ANY --authorization-type NONE --region ${config.region}`);
-    } catch (error) {
-      console.log('Method already exists, skipping...');
-    }
-    
-    // Create integration
-    try {
-      execSync(`aws apigateway put-integration --rest-api-id ${apiId} --resource-id ${proxyResourceId} --http-method ANY --type AWS_PROXY --integration-http-method POST --uri arn:aws:apigateway:${config.region}:lambda:path/2015-03-31/functions/arn:aws:lambda:${config.region}:${process.env.AWS_ACCOUNT_ID}:function:${config.functionName}/invocations --region ${config.region}`);
-    } catch (error) {
-      console.log('Integration already exists, skipping...');
-    }
-    
-    // Deploy API
-    execSync(`aws apigateway create-deployment --rest-api-id ${apiId} --stage-name ${config.stageName} --region ${config.region}`);
-    
-    console.log(`API Gateway deployed: https://${apiId}.execute-api.${config.region}.amazonaws.com/${config.stageName}`);
-    
-  } catch (error) {
-    console.error('Error creating API Gateway:', error);
-    process.exit(1);
-  }
-}
-
-// Clean up
-function cleanup() {
-  console.log('Cleaning up...');
-  
-  try {
-    execSync('rm -rf deploy');
-    execSync('rm -f deployment.zip');
-    
-    console.log('Cleanup completed');
-  } catch (error) {
-    console.error('Error during cleanup:', error);
-  }
-}
-
-// Main function
-async function main() {
-  try {
-    console.log('Starting AWS deployment...');
-    
-    createDeploymentPackage();
-    deployToLambda();
-    createApiGateway();
-    cleanup();
-    
-    console.log('Deployment completed successfully');
-  } catch (error) {
-    console.error('Deployment failed:', error);
-    cleanup();
-    process.exit(1);
-  }
-}
-
-// Run the script
-main();
diff --git a/cloud-wrapper/scripts/deploy-cloudflare.js b/cloud-wrapper/scripts/deploy-cloudflare.js
deleted file mode 100644
index be27f626..00000000
--- a/cloud-wrapper/scripts/deploy-cloudflare.js
+++ /dev/null
@@ -1,245 +0,0 @@
-#!/usr/bin/env node
-
-/**
- * Cloudflare Deployment Script for Brainy Cloud Wrapper
- * 
- * This script helps deploy the Brainy cloud wrapper to Cloudflare Workers.
- * It uses the Wrangler CLI to create and configure the necessary resources.
- * 
- * Prerequisites:
- * - Wrangler CLI installed and configured with appropriate credentials
- * - Node.js 23.11.0 or higher
- * - Brainy cloud wrapper built (npm run build)
- */
-
-import { execSync } from 'child_process';
-import fs from 'fs';
-import path from 'path';
-import dotenv from 'dotenv';
-
-// Load environment variables
-dotenv.config();
-
-// Configuration
-const config = {
-  workerName: process.env.CF_WORKER_NAME || 'brainy-cloud-service',
-  accountId: process.env.CF_ACCOUNT_ID,
-  kvNamespace: process.env.CF_KV_NAMESPACE || 'BRAINY_STORAGE',
-  r2Bucket: process.env.CF_R2_BUCKET || 'brainy-storage'
-};
-
-// Validate configuration
-if (!config.accountId) {
-  console.error('Error: CF_ACCOUNT_ID environment variable is required');
-  process.exit(1);
-}
-
-// Create wrangler.toml configuration
-function createWranglerConfig() {
-  console.log('Creating wrangler.toml configuration...');
-  
-  const wranglerContent = `
-name = "${config.workerName}"
-main = "dist/worker.js"
-compatibility_date = "2023-12-01"
-node_compat = true
-
-account_id = "${config.accountId}"
-
-[build]
-command = "npm run build"
-
-[vars]
-NODE_ENV = "production"
-STORAGE_TYPE = "${process.env.STORAGE_TYPE || 'memory'}"
-USE_SIMPLE_EMBEDDING = "${process.env.USE_SIMPLE_EMBEDDING || 'false'}"
-
-# KV Namespace for storage
-[[kv_namespaces]]
-binding = "BRAINY_KV"
-id = "${process.env.CF_KV_NAMESPACE_ID || 'create_kv_namespace_and_add_id_here'}"
-
-# R2 Bucket for storage (if using R2)
-[[r2_buckets]]
-binding = "BRAINY_R2"
-bucket_name = "${config.r2Bucket}"
-`;
-  
-  try {
-    fs.writeFileSync('wrangler.toml', wranglerContent);
-    console.log('wrangler.toml created successfully');
-  } catch (error) {
-    console.error('Error creating wrangler.toml:', error);
-    process.exit(1);
-  }
-}
-
-// Create Cloudflare Worker adapter
-function createWorkerAdapter() {
-  console.log('Creating Cloudflare Worker adapter...');
-  
-  const workerContent = `
-import { createServer } from '@cloudflare/workers-adapter';
-import app from './index.js';
-
-// Create a fetch handler for the worker
-export default {
-  async fetch(request, env, ctx) {
-    // Add environment variables to process.env
-    process.env = {
-      ...process.env,
-      ...env.vars,
-      CF_KV_NAMESPACE: env.BRAINY_KV,
-      CF_R2_BUCKET: env.BRAINY_R2
-    };
-
-    // Create a server adapter
-    const server = createServer(app);
-    
-    // Handle the request
-    return server.fetch(request, env, ctx);
-  }
-};
-`;
-  
-  try {
-    // Create dist directory if it doesn't exist
-    if (!fs.existsSync('dist')) {
-      fs.mkdirSync('dist');
-    }
-    
-    fs.writeFileSync('dist/worker.js', workerContent);
-    console.log('Worker adapter created successfully');
-  } catch (error) {
-    console.error('Error creating worker adapter:', error);
-    process.exit(1);
-  }
-}
-
-// Update package.json to include Cloudflare Workers dependencies
-function updatePackageJson() {
-  console.log('Updating package.json...');
-  
-  try {
-    const packageJson = JSON.parse(fs.readFileSync('package.json', 'utf8'));
-    
-    // Add Cloudflare Workers dependencies
-    packageJson.dependencies = {
-      ...packageJson.dependencies,
-      '@cloudflare/workers-adapter': '^1.1.0',
-      '@cloudflare/kv-asset-handler': '^0.3.0'
-    };
-    
-    // Add Cloudflare Workers scripts
-    packageJson.scripts = {
-      ...packageJson.scripts,
-      'deploy:cloudflare': 'wrangler deploy'
-    };
-    
-    fs.writeFileSync('package.json', JSON.stringify(packageJson, null, 2));
-    console.log('package.json updated successfully');
-    
-    // Install new dependencies
-    execSync('npm install --legacy-peer-deps');
-  } catch (error) {
-    console.error('Error updating package.json:', error);
-    process.exit(1);
-  }
-}
-
-// Create KV namespace if it doesn't exist
-function createKVNamespace() {
-  console.log('Creating KV namespace...');
-  
-  try {
-    // Check if KV namespace ID is provided
-    if (process.env.CF_KV_NAMESPACE_ID) {
-      console.log(`Using existing KV namespace: ${process.env.CF_KV_NAMESPACE_ID}`);
-      return;
-    }
-    
-    // Create KV namespace
-    const result = execSync(`wrangler kv:namespace create "${config.kvNamespace}"`).toString();
-    const match = result.match(/id = "([^"]+)"/);
-    
-    if (match && match[1]) {
-      const namespaceId = match[1];
-      console.log(`KV namespace created with ID: ${namespaceId}`);
-      
-      // Update wrangler.toml with the new namespace ID
-      let wranglerContent = fs.readFileSync('wrangler.toml', 'utf8');
-      wranglerContent = wranglerContent.replace(/id = "create_kv_namespace_and_add_id_here"/, `id = "${namespaceId}"`);
-      fs.writeFileSync('wrangler.toml', wranglerContent);
-    } else {
-      console.error('Failed to extract KV namespace ID from wrangler output');
-    }
-  } catch (error) {
-    console.error('Error creating KV namespace:', error);
-    console.log('You may need to create the KV namespace manually and update wrangler.toml');
-  }
-}
-
-// Create R2 bucket if it doesn't exist
-function createR2Bucket() {
-  console.log('Creating R2 bucket...');
-  
-  try {
-    // Only create R2 bucket if using R2 storage
-    if (process.env.STORAGE_TYPE !== 'r2') {
-      console.log('Skipping R2 bucket creation (not using R2 storage)');
-      return;
-    }
-    
-    // Create R2 bucket
-    execSync(`wrangler r2 bucket create ${config.r2Bucket}`);
-    console.log(`R2 bucket created: ${config.r2Bucket}`);
-  } catch (error) {
-    console.error('Error creating R2 bucket:', error);
-    console.log('You may need to create the R2 bucket manually');
-  }
-}
-
-// Deploy to Cloudflare Workers
-function deployToCloudflare() {
-  console.log('Deploying to Cloudflare Workers...');
-  
-  try {
-    execSync('wrangler deploy', { stdio: 'inherit' });
-    console.log('Deployed to Cloudflare Workers successfully');
-  } catch (error) {
-    console.error('Error deploying to Cloudflare Workers:', error);
-    process.exit(1);
-  }
-}
-
-// Clean up
-function cleanup() {
-  console.log('Cleaning up...');
-  
-  // No cleanup needed for now
-  console.log('Cleanup completed');
-}
-
-// Main function
-async function main() {
-  try {
-    console.log('Starting Cloudflare deployment...');
-    
-    createWranglerConfig();
-    createWorkerAdapter();
-    updatePackageJson();
-    createKVNamespace();
-    createR2Bucket();
-    deployToCloudflare();
-    cleanup();
-    
-    console.log('Deployment completed successfully');
-  } catch (error) {
-    console.error('Deployment failed:', error);
-    cleanup();
-    process.exit(1);
-  }
-}
-
-// Run the script
-main();
diff --git a/cloud-wrapper/scripts/deploy-gcp.js b/cloud-wrapper/scripts/deploy-gcp.js
deleted file mode 100644
index 8f388720..00000000
--- a/cloud-wrapper/scripts/deploy-gcp.js
+++ /dev/null
@@ -1,196 +0,0 @@
-#!/usr/bin/env node
-
-/**
- * Google Cloud Platform Deployment Script for Brainy Cloud Wrapper
- * 
- * This script helps deploy the Brainy cloud wrapper to Google Cloud Run.
- * It uses the Google Cloud SDK to create and configure the necessary resources.
- * 
- * Prerequisites:
- * - Google Cloud SDK installed and configured with appropriate credentials
- * - Node.js 23.11.0 or higher
- * - Brainy cloud wrapper built (npm run build)
- * - Docker installed (for building container images)
- */
-
-import { execSync } from 'child_process';
-import fs from 'fs';
-import path from 'path';
-import dotenv from 'dotenv';
-
-// Load environment variables
-dotenv.config();
-
-// Configuration
-const config = {
-  projectId: process.env.GCP_PROJECT_ID,
-  region: process.env.GCP_REGION || 'us-central1',
-  serviceName: process.env.GCP_SERVICE_NAME || 'brainy-cloud-service',
-  imageName: process.env.GCP_IMAGE_NAME || 'brainy-cloud-service',
-  memory: process.env.GCP_MEMORY || '512Mi',
-  cpu: process.env.GCP_CPU || '1',
-  maxInstances: process.env.GCP_MAX_INSTANCES || '10',
-  minInstances: process.env.GCP_MIN_INSTANCES || '0'
-};
-
-// Validate configuration
-if (!config.projectId) {
-  console.error('Error: GCP_PROJECT_ID environment variable is required');
-  process.exit(1);
-}
-
-// Create Dockerfile
-function createDockerfile() {
-  console.log('Creating Dockerfile...');
-  
-  const dockerfileContent = `
-FROM node:23-slim
-
-WORKDIR /app
-
-# Copy package.json and package-lock.json
-COPY package*.json ./
-
-# Install dependencies
-RUN npm install --production --legacy-peer-deps
-
-# Copy built application
-COPY dist/ ./dist/
-
-# Copy environment variables
-COPY .env ./
-
-# Expose port
-EXPOSE 8080
-
-# Start the application
-CMD ["node", "dist/index.js"]
-`;
-  
-  try {
-    fs.writeFileSync('Dockerfile', dockerfileContent);
-    console.log('Dockerfile created successfully');
-  } catch (error) {
-    console.error('Error creating Dockerfile:', error);
-    process.exit(1);
-  }
-}
-
-// Build and push Docker image
-function buildAndPushImage() {
-  console.log('Building and pushing Docker image...');
-  
-  try {
-    // Set Google Cloud project
-    execSync(`gcloud config set project ${config.projectId}`);
-    
-    // Build the Docker image
-    execSync(`docker build -t gcr.io/${config.projectId}/${config.imageName} .`);
-    
-    // Configure Docker to use gcloud as a credential helper
-    execSync('gcloud auth configure-docker');
-    
-    // Push the image to Google Container Registry
-    execSync(`docker push gcr.io/${config.projectId}/${config.imageName}`);
-    
-    console.log('Docker image built and pushed successfully');
-  } catch (error) {
-    console.error('Error building and pushing Docker image:', error);
-    process.exit(1);
-  }
-}
-
-// Deploy to Google Cloud Run
-function deployToCloudRun() {
-  console.log('Deploying to Google Cloud Run...');
-  
-  try {
-    // Create environment variables string
-    const envVars = [
-      `NODE_ENV=production`,
-      `PORT=8080`,
-      `STORAGE_TYPE=${process.env.STORAGE_TYPE || 'filesystem'}`
-    ];
-    
-    // Add S3 environment variables if using S3 storage
-    if (process.env.STORAGE_TYPE === 's3') {
-      envVars.push(`S3_BUCKET_NAME=${process.env.S3_BUCKET_NAME}`);
-      envVars.push(`S3_ACCESS_KEY_ID=${process.env.S3_ACCESS_KEY_ID}`);
-      envVars.push(`S3_SECRET_ACCESS_KEY=${process.env.S3_SECRET_ACCESS_KEY}`);
-      envVars.push(`S3_REGION=${process.env.S3_REGION || 'us-east-1'}`);
-      
-      if (process.env.S3_ENDPOINT) {
-        envVars.push(`S3_ENDPOINT=${process.env.S3_ENDPOINT}`);
-      }
-    }
-    
-    // Add embedding and HNSW configuration if provided
-    if (process.env.USE_SIMPLE_EMBEDDING) {
-      envVars.push(`USE_SIMPLE_EMBEDDING=${process.env.USE_SIMPLE_EMBEDDING}`);
-    }
-    
-    if (process.env.HNSW_M) {
-      envVars.push(`HNSW_M=${process.env.HNSW_M}`);
-      envVars.push(`HNSW_EF_CONSTRUCTION=${process.env.HNSW_EF_CONSTRUCTION || '200'}`);
-      envVars.push(`HNSW_EF_SEARCH=${process.env.HNSW_EF_SEARCH || '50'}`);
-    }
-    
-    // Deploy to Cloud Run
-    const envVarsString = envVars.map(env => `--set-env-vars="${env}"`).join(' ');
-    
-    execSync(`gcloud run deploy ${config.serviceName} \
-      --image=gcr.io/${config.projectId}/${config.imageName} \
-      --platform=managed \
-      --region=${config.region} \
-      --memory=${config.memory} \
-      --cpu=${config.cpu} \
-      --max-instances=${config.maxInstances} \
-      --min-instances=${config.minInstances} \
-      --allow-unauthenticated \
-      ${envVarsString}`);
-    
-    console.log('Deployed to Google Cloud Run successfully');
-    
-    // Get the service URL
-    const serviceUrl = execSync(`gcloud run services describe ${config.serviceName} --region=${config.region} --format="value(status.url)"`).toString().trim();
-    console.log(`Service URL: ${serviceUrl}`);
-  } catch (error) {
-    console.error('Error deploying to Google Cloud Run:', error);
-    process.exit(1);
-  }
-}
-
-// Clean up
-function cleanup() {
-  console.log('Cleaning up...');
-  
-  try {
-    // Remove Dockerfile
-    fs.unlinkSync('Dockerfile');
-    
-    console.log('Cleanup completed');
-  } catch (error) {
-    console.error('Error during cleanup:', error);
-  }
-}
-
-// Main function
-async function main() {
-  try {
-    console.log('Starting Google Cloud Platform deployment...');
-    
-    createDockerfile();
-    buildAndPushImage();
-    deployToCloudRun();
-    cleanup();
-    
-    console.log('Deployment completed successfully');
-  } catch (error) {
-    console.error('Deployment failed:', error);
-    cleanup();
-    process.exit(1);
-  }
-}
-
-// Run the script
-main();
diff --git a/cloud-wrapper/src/index.ts b/cloud-wrapper/src/index.ts
deleted file mode 100644
index f820daff..00000000
--- a/cloud-wrapper/src/index.ts
+++ /dev/null
@@ -1,106 +0,0 @@
-import express from 'express';
-import cors from 'cors';
-import helmet from 'helmet';
-import morgan from 'morgan';
-import dotenv from 'dotenv';
-import http from 'http';
-import { WebSocketServer } from 'ws';
-import { BrainyData } from '@soulcraft/brainy';
-import { setupRoutes } from './routes.js';
-import { initializeBrainy } from './services/brainyService.js';
-import { setupWebSocketHandlers } from './websocket.js';
-import { initializeMCPService } from './services/mcpService.js';
-
-// Load environment variables
-dotenv.config();
-
-// Initialize Express app
-const app = express();
-const port = process.env.PORT || 3000;
-
-// Middleware
-app.use(helmet()); // Security headers
-app.use(cors()); // Enable CORS
-app.use(morgan('combined')); // Logging
-app.use(express.json()); // Parse JSON bodies
-
-// Initialize Brainy
-let brainyInstance: BrainyData;
-
-// Health check endpoint
-app.get('/health', (req, res) => {
-  res.status(200).json({ status: 'ok' });
-});
-
-// Setup API routes
-const apiRouter = setupRoutes();
-app.use('/api', (req, res, next) => {
-  // Attach brainy instance to request
-  (req as any).brainy = brainyInstance;
-  next();
-}, apiRouter);
-
-// Start the server
-async function startServer() {
-  try {
-    // Initialize Brainy
-    brainyInstance = await initializeBrainy();
-    console.log('Brainy initialized successfully');
-
-    // Create HTTP server
-    const server = http.createServer(app);
-
-    // Create WebSocket server
-    const wss = new WebSocketServer({ server });
-
-    // Setup WebSocket handlers
-    setupWebSocketHandlers(wss, brainyInstance);
-    console.log('WebSocket server initialized');
-
-    // Initialize MCP service
-    const mcpWsPort = process.env.MCP_WS_PORT ? parseInt(process.env.MCP_WS_PORT, 10) : undefined;
-    const mcpRestPort = process.env.MCP_REST_PORT ? parseInt(process.env.MCP_REST_PORT, 10) : undefined;
-
-    if (mcpWsPort || mcpRestPort) {
-      initializeMCPService(brainyInstance, {
-        wsPort: mcpWsPort,
-        restPort: mcpRestPort,
-        enableAuth: process.env.MCP_ENABLE_AUTH === 'true',
-        apiKeys: process.env.MCP_API_KEYS ? process.env.MCP_API_KEYS.split(',') : undefined,
-        rateLimit: process.env.MCP_RATE_LIMIT_REQUESTS ? {
-          windowMs: parseInt(process.env.MCP_RATE_LIMIT_WINDOW_MS || '60000', 10),
-          maxRequests: parseInt(process.env.MCP_RATE_LIMIT_REQUESTS, 10)
-        } : undefined,
-        cors: process.env.MCP_ENABLE_CORS === 'true' ? {} : undefined
-      });
-      console.log('MCP service initialized');
-    }
-
-    // Start HTTP server
-    server.listen(port, () => {
-      console.log(`Server running on port ${port}`);
-      console.log(`WebSocket server running on ws://localhost:${port}`);
-    });
-  } catch (error) {
-    console.error('Failed to start server:', error);
-    process.exit(1);
-  }
-}
-
-// Handle graceful shutdown
-process.on('SIGTERM', async () => {
-  console.log('SIGTERM received, shutting down gracefully');
-  // Cleanup Brainy resources
-  await brainyInstance?.clear();
-  process.exit(0);
-});
-
-process.on('SIGINT', async () => {
-  console.log('SIGINT received, shutting down gracefully');
-  // Cleanup Brainy resources
-  await brainyInstance?.clear();
-  process.exit(0);
-});
-
-// Start the server
-startServer();
diff --git a/cloud-wrapper/src/routes.ts b/cloud-wrapper/src/routes.ts
deleted file mode 100644
index 735a498d..00000000
--- a/cloud-wrapper/src/routes.ts
+++ /dev/null
@@ -1,186 +0,0 @@
-import { Router, Request, Response, NextFunction, RequestHandler } from 'express';
-import { BrainyData, NounType, VerbType } from '@soulcraft/brainy';
-
-// Define a custom request type that includes the Brainy instance
-interface BrainyRequest extends Request {
-  brainy: BrainyData;
-}
-
-// Helper function to handle async route handlers
-const asyncHandler = (fn: (req: BrainyRequest, res: Response, next: NextFunction) => Promise<any>) => 
-  (req: Request, res: Response, next: NextFunction) => {
-    Promise.resolve(fn(req as BrainyRequest, res, next)).catch(next);
-  };
-
-export function setupRoutes() {
-  const router = Router();
-
-  // Get database status
-  router.get('/status', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const status = await req.brainy.status();
-      res.status(200).json(status);
-    } catch (error) {
-      console.error('Error getting status:', error);
-      res.status(500).json({ error: 'Failed to get database status' });
-    }
-  }));
-
-  // Add a noun (entity)
-  router.post('/nouns', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { text, metadata } = req.body;
-
-      if (!text) {
-        return res.status(400).json({ error: 'Text is required' });
-      }
-
-      const id = await req.brainy.add(text, metadata || {});
-      res.status(201).json({ id });
-    } catch (error) {
-      console.error('Error adding noun:', error);
-      res.status(500).json({ error: 'Failed to add noun' });
-    }
-  }));
-
-  // Get a noun by ID
-  router.get('/nouns/:id', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { id } = req.params;
-      const noun = await req.brainy.get(id);
-
-      if (!noun) {
-        return res.status(404).json({ error: 'Noun not found' });
-      }
-
-      res.status(200).json(noun);
-    } catch (error) {
-      console.error('Error getting noun:', error);
-      res.status(500).json({ error: 'Failed to get noun' });
-    }
-  }));
-
-  // Update noun metadata
-  router.put('/nouns/:id', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { id } = req.params;
-      const { metadata } = req.body;
-
-      if (!metadata) {
-        return res.status(400).json({ error: 'Metadata is required' });
-      }
-
-      await req.brainy.updateMetadata(id, metadata);
-      res.status(200).json({ success: true });
-    } catch (error) {
-      console.error('Error updating noun:', error);
-      res.status(500).json({ error: 'Failed to update noun' });
-    }
-  }));
-
-  // Delete a noun
-  router.delete('/nouns/:id', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { id } = req.params;
-      await req.brainy.delete(id);
-      res.status(200).json({ success: true });
-    } catch (error) {
-      console.error('Error deleting noun:', error);
-      res.status(500).json({ error: 'Failed to delete noun' });
-    }
-  }));
-
-  // Search for similar nouns
-  router.post('/search', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { query, limit = 10 } = req.body;
-
-      if (!query) {
-        return res.status(400).json({ error: 'Query is required' });
-      }
-
-      const results = await req.brainy.searchText(query, limit);
-      res.status(200).json(results);
-    } catch (error) {
-      console.error('Error searching:', error);
-      res.status(500).json({ error: 'Failed to search' });
-    }
-  }));
-
-  // Add a verb (relationship)
-  router.post('/verbs', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { sourceId, targetId, metadata } = req.body;
-
-      if (!sourceId || !targetId) {
-        return res.status(400).json({ error: 'Source ID and Target ID are required' });
-      }
-
-      await req.brainy.addVerb(sourceId, targetId, metadata || {});
-      res.status(201).json({ success: true });
-    } catch (error) {
-      console.error('Error adding verb:', error);
-      res.status(500).json({ error: 'Failed to add verb' });
-    }
-  }));
-
-  // Get all verbs
-  router.get('/verbs', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const verbs = await req.brainy.getAllVerbs();
-      res.status(200).json(verbs);
-    } catch (error) {
-      console.error('Error getting verbs:', error);
-      res.status(500).json({ error: 'Failed to get verbs' });
-    }
-  }));
-
-  // Get verbs by source
-  router.get('/verbs/source/:id', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { id } = req.params;
-      const verbs = await req.brainy.getVerbsBySource(id);
-      res.status(200).json(verbs);
-    } catch (error) {
-      console.error('Error getting verbs by source:', error);
-      res.status(500).json({ error: 'Failed to get verbs by source' });
-    }
-  }));
-
-  // Get verbs by target
-  router.get('/verbs/target/:id', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { id } = req.params;
-      const verbs = await req.brainy.getVerbsByTarget(id);
-      res.status(200).json(verbs);
-    } catch (error) {
-      console.error('Error getting verbs by target:', error);
-      res.status(500).json({ error: 'Failed to get verbs by target' });
-    }
-  }));
-
-  // Delete a verb
-  router.delete('/verbs/:id', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      const { id } = req.params;
-      await req.brainy.deleteVerb(id);
-      res.status(200).json({ success: true });
-    } catch (error) {
-      console.error('Error deleting verb:', error);
-      res.status(500).json({ error: 'Failed to delete verb' });
-    }
-  }));
-
-  // Clear all data
-  router.delete('/clear', asyncHandler(async (req: BrainyRequest, res: Response, next: NextFunction) => {
-    try {
-      await req.brainy.clear();
-      res.status(200).json({ success: true });
-    } catch (error) {
-      console.error('Error clearing data:', error);
-      res.status(500).json({ error: 'Failed to clear data' });
-    }
-  }));
-
-  return router;
-}
diff --git a/cloud-wrapper/src/services/brainyService.ts b/cloud-wrapper/src/services/brainyService.ts
deleted file mode 100644
index 8fa21853..00000000
--- a/cloud-wrapper/src/services/brainyService.ts
+++ /dev/null
@@ -1,97 +0,0 @@
-import { BrainyData, BrainyDataConfig } from '@soulcraft/brainy'
-import dotenv from 'dotenv'
-
-// Load environment variables
-dotenv.config()
-
-/**
- * Extended configuration interface that includes rootDirectory
- */
-interface ExtendedBrainyDataConfig extends BrainyDataConfig {
-  storage: BrainyDataConfig['storage'] & {
-    rootDirectory?: string
-  }
-}
-
-/**
- * Initialize the Brainy instance with appropriate configuration
- * based on environment variables
- */
-export async function initializeBrainy(): Promise<BrainyData> {
-  // Get storage configuration from environment variables
-  const storageType = process.env.STORAGE_TYPE || 'filesystem'
-
-  // Create configuration object
-  const config: ExtendedBrainyDataConfig = {
-    storage: {}
-  }
-
-  // Configure storage based on type
-  switch (storageType) {
-    case 's3':
-      // Configure S3 storage
-      if (process.env.S3_ENDPOINT) {
-        // Use customS3Storage for S3-compatible services with custom endpoints
-        config.storage.customS3Storage = {
-          bucketName: process.env.S3_BUCKET_NAME,
-          accessKeyId: process.env.S3_ACCESS_KEY_ID,
-          secretAccessKey: process.env.S3_SECRET_ACCESS_KEY,
-          region: process.env.S3_REGION || 'us-east-1',
-          endpoint: process.env.S3_ENDPOINT
-        }
-      } else {
-        // Use standard S3 storage for AWS S3
-        config.storage.s3Storage = {
-          bucketName: process.env.S3_BUCKET_NAME,
-          accessKeyId: process.env.S3_ACCESS_KEY_ID,
-          secretAccessKey: process.env.S3_SECRET_ACCESS_KEY,
-          region: process.env.S3_REGION || 'us-east-1'
-        }
-      }
-      break
-
-    case 'filesystem':
-      // Configure filesystem storage
-      config.storage.rootDirectory = process.env.STORAGE_ROOT_DIR || './data'
-      break
-
-    case 'memory':
-      // No additional configuration needed for memory storage
-      break
-
-    default:
-      // Default to filesystem storage
-      config.storage.rootDirectory = process.env.STORAGE_ROOT_DIR || './data'
-      break
-  }
-
-  // Note: Universal Sentence Encoder is now the only embedding option
-  // TensorFlow.js is required for embedding to work
-
-  // Configure HNSW index parameters if provided
-  if (process.env.HNSW_M) {
-    config.hnsw = {
-      M: parseInt(process.env.HNSW_M, 10),
-      efConstruction: process.env.HNSW_EF_CONSTRUCTION
-        ? parseInt(process.env.HNSW_EF_CONSTRUCTION, 10)
-        : 200,
-      efSearch: process.env.HNSW_EF_SEARCH
-        ? parseInt(process.env.HNSW_EF_SEARCH, 10)
-        : 50
-    }
-  }
-
-  // Create and initialize the Brainy instance
-  const brainy = new BrainyData(config)
-  await brainy.init()
-
-  return brainy
-}
-
-/**
- * Get the current storage type being used by Brainy
- */
-export async function getStorageType(brainy: BrainyData): Promise<string> {
-  const status = await brainy.status()
-  return status.type || 'unknown'
-}
diff --git a/cloud-wrapper/src/services/mcpService.ts b/cloud-wrapper/src/services/mcpService.ts
deleted file mode 100644
index 15809564..00000000
--- a/cloud-wrapper/src/services/mcpService.ts
+++ /dev/null
@@ -1,204 +0,0 @@
-import { WebSocketServer } from 'ws'
-import express from 'express'
-import cors from 'cors'
-import { BrainyData, BrainyMCPService, MCPRequestType } from '@soulcraft/brainy'
-import { v4 as uuidv4 } from 'uuid'
-
-/**
- * Initialize the MCP service with WebSocket and REST API servers
- */
-export function initializeMCPService(
-  brainy: BrainyData,
-  options: {
-    wsPort?: number
-    restPort?: number
-    enableAuth?: boolean
-    apiKeys?: string[]
-    rateLimit?: {
-      windowMs: number
-      maxRequests: number
-    }
-    cors?: any
-  }
-) {
-  // Create the MCP service
-  const mcpService = new BrainyMCPService(brainy, options)
-
-  // Start WebSocket server if port is provided
-  if (options.wsPort) {
-    startWebSocketServer(mcpService, options.wsPort)
-  }
-
-  // Start REST server if port is provided
-  if (options.restPort) {
-    startRESTServer(mcpService, options.restPort, options.cors)
-  }
-
-  return mcpService
-}
-
-/**
- * Start a WebSocket server for the MCP service
- */
-function startWebSocketServer(mcpService: BrainyMCPService, port: number) {
-  const wss = new WebSocketServer({ port })
-
-  wss.on('connection', (ws: any) => {
-    ws.on('message', async (message: string) => {
-      try {
-        const request = JSON.parse(message)
-
-        // Handle the request using the MCP service
-        const response = await mcpService.handleMCPRequest(request)
-
-        // Send the response
-        ws.send(JSON.stringify(response))
-      } catch (error) {
-        // Send error response
-        ws.send(
-          JSON.stringify({
-            success: false,
-            requestId: uuidv4(),
-            error: {
-              code: 'INTERNAL_ERROR',
-              message: error instanceof Error ? error.message : String(error)
-            }
-          })
-        )
-      }
-    })
-  })
-
-  console.log(`MCP WebSocket server started on port ${port}`)
-
-  return wss
-}
-
-/**
- * Start a REST server for the MCP service
- */
-function startRESTServer(
-  mcpService: BrainyMCPService,
-  port: number,
-  corsOptions?: any
-) {
-  const app = express()
-
-  // Parse JSON request bodies
-  app.use(express.json())
-
-  // Enable CORS if configured
-  if (corsOptions) {
-    app.use(cors(corsOptions))
-  }
-
-  // MCP endpoints
-  app.post('/mcp/data', async (req: any, res: any) => {
-    try {
-      const response = await mcpService.handleMCPRequest({
-        ...req.body,
-        type: 'DATA_ACCESS'
-      })
-
-      res.json(response)
-    } catch (error) {
-      res.status(500).json({
-        success: false,
-        requestId: uuidv4(),
-        error: {
-          code: 'INTERNAL_ERROR',
-          message: error instanceof Error ? error.message : String(error)
-        }
-      })
-    }
-  })
-
-  app.post('/mcp/tools', async (req: any, res: any) => {
-    try {
-      const response = await mcpService.handleMCPRequest({
-        ...req.body,
-        type: 'TOOL_EXECUTION'
-      })
-
-      res.json(response)
-    } catch (error) {
-      res.status(500).json({
-        success: false,
-        requestId: uuidv4(),
-        error: {
-          code: 'INTERNAL_ERROR',
-          message: error instanceof Error ? error.message : String(error)
-        }
-      })
-    }
-  })
-
-  app.post('/mcp/system', async (req: any, res: any) => {
-    try {
-      const response = await mcpService.handleMCPRequest({
-        ...req.body,
-        type: 'SYSTEM_INFO'
-      })
-
-      res.json(response)
-    } catch (error) {
-      res.status(500).json({
-        success: false,
-        requestId: uuidv4(),
-        error: {
-          code: 'INTERNAL_ERROR',
-          message: error instanceof Error ? error.message : String(error)
-        }
-      })
-    }
-  })
-
-  app.post('/mcp/auth', async (req: any, res: any) => {
-    try {
-      const response = await mcpService.handleMCPRequest({
-        ...req.body,
-        type: 'AUTHENTICATION'
-      })
-
-      res.json(response)
-    } catch (error) {
-      res.status(500).json({
-        success: false,
-        requestId: uuidv4(),
-        error: {
-          code: 'INTERNAL_ERROR',
-          message: error instanceof Error ? error.message : String(error)
-        }
-      })
-    }
-  })
-
-  // Get available tools
-  app.get('/mcp/tools', async (req: any, res: any) => {
-    try {
-      const response = await mcpService.handleMCPRequest({
-        type: MCPRequestType.SYSTEM_INFO,
-        requestId: uuidv4(),
-        version: '1.0'
-      })
-
-      res.json(response)
-    } catch (error) {
-      res.status(500).json({
-        success: false,
-        requestId: uuidv4(),
-        error: {
-          code: 'INTERNAL_ERROR',
-          message: error instanceof Error ? error.message : String(error)
-        }
-      })
-    }
-  })
-
-  // Start the server
-  const server = app.listen(port, () => {
-    console.log(`MCP REST API server started on port ${port}`)
-  })
-
-  return server
-}
diff --git a/cloud-wrapper/src/websocket.ts b/cloud-wrapper/src/websocket.ts
deleted file mode 100644
index 5e6b5714..00000000
--- a/cloud-wrapper/src/websocket.ts
+++ /dev/null
@@ -1,433 +0,0 @@
-import { WebSocketServer, WebSocket } from 'ws';
-import { BrainyData } from '@soulcraft/brainy';
-import { v4 as uuidv4 } from 'uuid';
-
-// Define message types
-enum MessageType {
-  STATUS = 'status',
-  ADD_NOUN = 'addNoun',
-  GET_NOUN = 'getNoun',
-  UPDATE_NOUN = 'updateNoun',
-  DELETE_NOUN = 'deleteNoun',
-  SEARCH = 'search',
-  ADD_VERB = 'addVerb',
-  GET_VERBS = 'getVerbs',
-  GET_VERBS_BY_SOURCE = 'getVerbsBySource',
-  GET_VERBS_BY_TARGET = 'getVerbsByTarget',
-  DELETE_VERB = 'deleteVerb',
-  CLEAR = 'clear',
-  SUBSCRIBE = 'subscribe',
-  UNSUBSCRIBE = 'unsubscribe',
-  ERROR = 'error'
-}
-
-// Define subscription types
-enum SubscriptionType {
-  NOUNS = 'nouns',
-  VERBS = 'verbs',
-  SEARCH_RESULTS = 'searchResults'
-}
-
-// Define message interface
-interface WebSocketMessage {
-  type: MessageType;
-  id?: string;
-  payload?: any;
-}
-
-// Define client interface
-interface WebSocketClient {
-  id: string;
-  socket: WebSocket;
-  subscriptions: Set<SubscriptionType>;
-}
-
-// Store connected clients
-const clients: Map<string, WebSocketClient> = new Map();
-
-// Setup WebSocket handlers
-export function setupWebSocketHandlers(wss: WebSocketServer, brainy: BrainyData) {
-  // Handle new connections
-  wss.on('connection', (socket: WebSocket) => {
-    const clientId = uuidv4();
-    
-    // Create client object
-    const client: WebSocketClient = {
-      id: clientId,
-      socket,
-      subscriptions: new Set()
-    };
-    
-    // Store client
-    clients.set(clientId, client);
-    
-    console.log(`WebSocket client connected: ${clientId}`);
-    
-    // Send welcome message
-    sendMessage(socket, {
-      type: MessageType.STATUS,
-      id: uuidv4(),
-      payload: {
-        clientId,
-        message: 'Connected to Brainy WebSocket API',
-        status: 'connected'
-      }
-    });
-    
-    // Handle messages
-    socket.on('message', async (data: WebSocket.Data) => {
-      try {
-        const message: WebSocketMessage = JSON.parse(data.toString());
-        
-        // Ensure message has an ID
-        const messageId = message.id || uuidv4();
-        
-        console.log(`Received message: ${message.type} (${messageId})`);
-        
-        // Process message based on type
-        await processMessage(client, message, messageId, brainy);
-      } catch (error) {
-        console.error('Error processing WebSocket message:', error);
-        sendMessage(socket, {
-          type: MessageType.ERROR,
-          id: uuidv4(),
-          payload: {
-            message: 'Invalid message format',
-            error: (error as Error).message
-          }
-        });
-      }
-    });
-    
-    // Handle disconnection
-    socket.on('close', () => {
-      // Remove client
-      clients.delete(clientId);
-      console.log(`WebSocket client disconnected: ${clientId}`);
-    });
-  });
-}
-
-// Process incoming messages
-async function processMessage(
-  client: WebSocketClient,
-  message: WebSocketMessage,
-  messageId: string,
-  brainy: BrainyData
-) {
-  const { socket } = client;
-  
-  try {
-    switch (message.type) {
-      case MessageType.STATUS:
-        // Return database status
-        const status = await brainy.status();
-        sendMessage(socket, {
-          type: MessageType.STATUS,
-          id: messageId,
-          payload: status
-        });
-        break;
-        
-      case MessageType.ADD_NOUN:
-        // Add a noun
-        if (!message.payload?.text) {
-          throw new Error('Text is required');
-        }
-        
-        const nounId = await brainy.add(
-          message.payload.text,
-          message.payload.metadata || {}
-        );
-        
-        sendMessage(socket, {
-          type: MessageType.ADD_NOUN,
-          id: messageId,
-          payload: { id: nounId }
-        });
-        
-        // Notify subscribers
-        notifySubscribers(SubscriptionType.NOUNS, {
-          type: 'added',
-          id: nounId,
-          data: await brainy.get(nounId)
-        });
-        
-        break;
-        
-      case MessageType.GET_NOUN:
-        // Get a noun by ID
-        if (!message.payload?.id) {
-          throw new Error('Noun ID is required');
-        }
-        
-        const noun = await brainy.get(message.payload.id);
-        
-        if (!noun) {
-          throw new Error('Noun not found');
-        }
-        
-        sendMessage(socket, {
-          type: MessageType.GET_NOUN,
-          id: messageId,
-          payload: noun
-        });
-        break;
-        
-      case MessageType.UPDATE_NOUN:
-        // Update noun metadata
-        if (!message.payload?.id || !message.payload?.metadata) {
-          throw new Error('Noun ID and metadata are required');
-        }
-        
-        await brainy.updateMetadata(message.payload.id, message.payload.metadata);
-        
-        sendMessage(socket, {
-          type: MessageType.UPDATE_NOUN,
-          id: messageId,
-          payload: { success: true }
-        });
-        
-        // Notify subscribers
-        notifySubscribers(SubscriptionType.NOUNS, {
-          type: 'updated',
-          id: message.payload.id,
-          data: await brainy.get(message.payload.id)
-        });
-        
-        break;
-        
-      case MessageType.DELETE_NOUN:
-        // Delete a noun
-        if (!message.payload?.id) {
-          throw new Error('Noun ID is required');
-        }
-        
-        await brainy.delete(message.payload.id);
-        
-        sendMessage(socket, {
-          type: MessageType.DELETE_NOUN,
-          id: messageId,
-          payload: { success: true }
-        });
-        
-        // Notify subscribers
-        notifySubscribers(SubscriptionType.NOUNS, {
-          type: 'deleted',
-          id: message.payload.id
-        });
-        
-        break;
-        
-      case MessageType.SEARCH:
-        // Search for similar nouns
-        if (!message.payload?.query) {
-          throw new Error('Query is required');
-        }
-        
-        const limit = message.payload.limit || 10;
-        const results = await brainy.searchText(message.payload.query, limit);
-        
-        sendMessage(socket, {
-          type: MessageType.SEARCH,
-          id: messageId,
-          payload: results
-        });
-        
-        // Notify subscribers
-        notifySubscribers(SubscriptionType.SEARCH_RESULTS, {
-          type: 'search',
-          query: message.payload.query,
-          results
-        });
-        
-        break;
-        
-      case MessageType.ADD_VERB:
-        // Add a verb (relationship)
-        if (!message.payload?.sourceId || !message.payload?.targetId) {
-          throw new Error('Source ID and Target ID are required');
-        }
-        
-        await brainy.addVerb(
-          message.payload.sourceId,
-          message.payload.targetId,
-          message.payload.metadata || {}
-        );
-        
-        sendMessage(socket, {
-          type: MessageType.ADD_VERB,
-          id: messageId,
-          payload: { success: true }
-        });
-        
-        // Notify subscribers
-        notifySubscribers(SubscriptionType.VERBS, {
-          type: 'added',
-          sourceId: message.payload.sourceId,
-          targetId: message.payload.targetId,
-          metadata: message.payload.metadata
-        });
-        
-        break;
-        
-      case MessageType.GET_VERBS:
-        // Get all verbs
-        const verbs = await brainy.getAllVerbs();
-        
-        sendMessage(socket, {
-          type: MessageType.GET_VERBS,
-          id: messageId,
-          payload: verbs
-        });
-        break;
-        
-      case MessageType.GET_VERBS_BY_SOURCE:
-        // Get verbs by source
-        if (!message.payload?.id) {
-          throw new Error('Source ID is required');
-        }
-        
-        const sourceVerbs = await brainy.getVerbsBySource(message.payload.id);
-        
-        sendMessage(socket, {
-          type: MessageType.GET_VERBS_BY_SOURCE,
-          id: messageId,
-          payload: sourceVerbs
-        });
-        break;
-        
-      case MessageType.GET_VERBS_BY_TARGET:
-        // Get verbs by target
-        if (!message.payload?.id) {
-          throw new Error('Target ID is required');
-        }
-        
-        const targetVerbs = await brainy.getVerbsByTarget(message.payload.id);
-        
-        sendMessage(socket, {
-          type: MessageType.GET_VERBS_BY_TARGET,
-          id: messageId,
-          payload: targetVerbs
-        });
-        break;
-        
-      case MessageType.DELETE_VERB:
-        // Delete a verb
-        if (!message.payload?.id) {
-          throw new Error('Verb ID is required');
-        }
-        
-        await brainy.deleteVerb(message.payload.id);
-        
-        sendMessage(socket, {
-          type: MessageType.DELETE_VERB,
-          id: messageId,
-          payload: { success: true }
-        });
-        
-        // Notify subscribers
-        notifySubscribers(SubscriptionType.VERBS, {
-          type: 'deleted',
-          id: message.payload.id
-        });
-        
-        break;
-        
-      case MessageType.CLEAR:
-        // Clear all data
-        await brainy.clear();
-        
-        sendMessage(socket, {
-          type: MessageType.CLEAR,
-          id: messageId,
-          payload: { success: true }
-        });
-        
-        // Notify all subscribers
-        notifySubscribers(SubscriptionType.NOUNS, { type: 'cleared' });
-        notifySubscribers(SubscriptionType.VERBS, { type: 'cleared' });
-        
-        break;
-        
-      case MessageType.SUBSCRIBE:
-        // Subscribe to events
-        if (!message.payload?.type) {
-          throw new Error('Subscription type is required');
-        }
-        
-        const subscriptionType = message.payload.type as SubscriptionType;
-        
-        // Add subscription
-        client.subscriptions.add(subscriptionType);
-        
-        sendMessage(socket, {
-          type: MessageType.SUBSCRIBE,
-          id: messageId,
-          payload: {
-            success: true,
-            type: subscriptionType
-          }
-        });
-        break;
-        
-      case MessageType.UNSUBSCRIBE:
-        // Unsubscribe from events
-        if (!message.payload?.type) {
-          throw new Error('Subscription type is required');
-        }
-        
-        const unsubscribeType = message.payload.type as SubscriptionType;
-        
-        // Remove subscription
-        client.subscriptions.delete(unsubscribeType);
-        
-        sendMessage(socket, {
-          type: MessageType.UNSUBSCRIBE,
-          id: messageId,
-          payload: {
-            success: true,
-            type: unsubscribeType
-          }
-        });
-        break;
-        
-      default:
-        throw new Error(`Unknown message type: ${message.type}`);
-    }
-  } catch (error) {
-    console.error(`Error processing message ${message.type}:`, error);
-    
-    sendMessage(socket, {
-      type: MessageType.ERROR,
-      id: messageId,
-      payload: {
-        originalType: message.type,
-        message: 'Error processing message',
-        error: (error as Error).message
-      }
-    });
-  }
-}
-
-// Send a message to a client
-function sendMessage(socket: WebSocket, message: WebSocketMessage) {
-  if (socket.readyState === WebSocket.OPEN) {
-    socket.send(JSON.stringify(message));
-  }
-}
-
-// Notify subscribers of events
-function notifySubscribers(type: SubscriptionType, data: any) {
-  for (const client of clients.values()) {
-    if (client.subscriptions.has(type)) {
-      sendMessage(client.socket, {
-        type: MessageType.SUBSCRIBE,
-        payload: {
-          type,
-          data
-        }
-      });
-    }
-  }
-}
diff --git a/cloud-wrapper/tsconfig.json b/cloud-wrapper/tsconfig.json
deleted file mode 100644
index 371697c0..00000000
--- a/cloud-wrapper/tsconfig.json
+++ /dev/null
@@ -1,17 +0,0 @@
-{
-  "compilerOptions": {
-    "target": "ES2022",
-    "module": "NodeNext",
-    "moduleResolution": "NodeNext",
-    "esModuleInterop": true,
-    "outDir": "./dist",
-    "rootDir": "./src",
-    "strict": true,
-    "declaration": true,
-    "skipLibCheck": true,
-    "forceConsistentCasingInFileNames": true,
-    "resolveJsonModule": true
-  },
-  "include": ["src/**/*"],
-  "exclude": ["node_modules", "dist"]
-}