SEM-G Secure Enterprise MCP Gateway
A zero-trust gateway for securely brokering interactions between AI models and internal tools via the Model Context Protocol, with DLP, prompt injection defense, and LLM-as-a-Judge.
README
Secure Enterprise Model Context Protocol Gateway (SEM-G)
SEM-G is a high-performance, zero-trust gateway designed to securely broker interactions between Enterprise AI Models (via the Model Context Protocol) and sensitive internal databases/tools. Built entirely on Cloudflare's Edge infrastructure using the 100% Free Tier.

๐ Features
- Zero-Trust Authorization: Validates sessions via simulated Cloudflare Access JWTs.
- Data Loss Prevention (DLP): High-speed Regex engine intercepts tool responses to mask PII (SSNs, Credit Cards, Phone Numbers) before the context reaches the AI.
- Prompt Injection Defense: Uses Workers AI (
@cf/baai/bge-base-en-v1.5) and Vectorize to detect and block adversarial prompts in real-time. - LLM-as-a-Judge: Leverages a fast evaluation model (
@cf/meta/llama-3-8b-instruct) to score finalized context blocks for safety and alignment before returning payloads over Streamable HTTP/mcp. - Edge Native: Stateless architecture utilizing Cloudflare KV for sub-millisecond session governance and rate limiting.
๐ ๏ธ Architecture
- Routing Layer: Hono.js manages API endpoints securely.
- Session Governance: Cloudflare KV tracks transactions to prevent abuse.
- Security Middleware: Embeddings and Vector Search classify inputs.
- Tool Execution: Handles standard JSON-RPC 2.0 requests following the MCP specification.
๐ฆ Getting Started
Prerequisites
- Node.js & npm
- A Cloudflare Account (Free Tier is sufficient)
- Wrangler CLI installed globally.
Installation
-
Clone the repository and install dependencies:
npm install -
Login to Cloudflare:
npx wrangler login -
Provision Cloudflare Resources: Create the required KV Namespace and Vectorize database for your project:
npx wrangler kv:namespace create "SESSION_STORE" npx wrangler vectorize create threat-signatures --dimensions=768 --metric=cosineNote: Update the IDs inside your
wrangler.jsoncfile with the outputs from the above commands. -
Run Locally (Development):
npm run dev
๐งช Testing
The test suite validates DLP masking patterns and routing authorization natively inside a simulated Cloudflare Edge environment.
npm run test
๐ Deployment
Deploy globally to the Cloudflare Edge network:
npm run deploy
๐ Security Notice
This is a demonstration of enterprise concepts adapted for the Cloudflare Free Tier. In a true enterprise setting, it is recommended to use Cloudflare Access for verifying JWTs via JWKS, and utilizing robust ML/NER models for DLP masking rather than pure regular expressions.
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