Choose Your Integration

RAXE integrates with your entire AI stack. Use this guide to find the right integration for your use case.

All integrations use the same underlying detection engine with 515+ rules and ML-based classification. Choose the integration that matches your architecture.

Quick Decision Guide

Answer one question to find your integration:

I use Claude Desktop, Cursor, or other MCP tools

Use: MCP GatewayThe MCP Gateway acts as a transparent security proxy for any Model Context Protocol server. It scans all tool calls and responses without modifying your existing setup.

pip install raxe[mcp]

I'm building with LangChain

Use: LangChain IntegrationCallback-based scanning for chains, agents, tools, memory, and RAG pipelines. The most comprehensive integration for LangChain applications.

pip install raxe[langchain]

I use multiple LLM providers (OpenAI, Anthropic, Azure, etc.)

Use: LiteLLM IntegrationSingle integration for 100+ LLM providers. If you’re using LiteLLM as your abstraction layer, this is the integration for you.

pip install raxe[litellm]

I just use OpenAI directly

Use: OpenAI WrapperDrop-in replacement for the OpenAI Python SDK. Change one import line.

# Before
from openai import OpenAI
# After
from raxe import RaxeOpenAI as OpenAI

I just use Anthropic/Claude directly

Use: Anthropic WrapperDrop-in replacement for the Anthropic Python SDK.

# Before
from anthropic import Anthropic
# After
from raxe import RaxeAnthropic as Anthropic

I'm building multi-agent systems

Choose based on your framework:

Framework	Integration
CrewAI	CrewAI Integration
AutoGen	AutoGen Integration
LangGraph	LangChain Integration
Custom	SDK Direct

I need enterprise SIEM integration

Use: SIEM IntegrationStream threat data to Splunk, CrowdStrike, Microsoft Sentinel, ArcSight, or any CEF-compatible SIEM.

I want to scan prompts in CI/CD

Use: CI/CD IntegrationShift-left security scanning with GitHub Actions, pre-commit hooks, or custom pipelines.

Integration Comparison

Integration	Best For	Effort	Scan Coverage
MCP Gateway	Claude Desktop, Cursor	5 min	Tool calls, responses
LangChain	Agent apps, RAG	10 min	Prompts, tools, memory, chains
LiteLLM	Multi-provider apps	5 min	All LLM calls
OpenAI Wrapper	Simple OpenAI apps	2 min	Chat completions
Anthropic Wrapper	Simple Claude apps	2 min	Messages API
CrewAI	Multi-agent crews	10 min	Agent messages, tasks
AutoGen	Microsoft agents	10 min	Conversations
LlamaIndex	RAG applications	10 min	Queries, retrievals
DSPy	Optimized prompts	10 min	Module I/O
SIEM	Enterprise SOC	30 min	All detections
SDK Direct	Custom integration	Varies	Full control

Agent Frameworks

Protect multi-agent systems, RAG pipelines, and autonomous AI applications.

MCP Gateway

Claude Desktop & Cursor - Transparent security proxy for Model Context Protocol servers.

pip install raxe[mcp]

LangChain

Most Popular - Protect chains, agents, tools, memory, and RAG pipelines with callback-based scanning.

pip install raxe[langchain]

CrewAI

Multi-agent crew protection with task-level scanning and inter-agent message validation.

pip install raxe[crewai]

AutoGen

Microsoft’s multi-agent framework with conversation-level threat detection.

pip install raxe[autogen]

LlamaIndex

RAG-focused protection for document ingestion, retrieval, and query pipelines.

pip install raxe[llamaindex]

DSPy

Stanford’s declarative language model programming framework with signature-level protection.

pip install raxe[dspy]

Portkey

AI gateway integration for unified observability and security across providers.

pip install raxe[portkey]

OpenClaw

Personal AI Assistant - Protect your self-hosted AI across 13+ messaging channels.

raxe openclaw install

LLM Provider Wrappers

Drop-in replacements for native SDKs with built-in threat detection.

LiteLLM

100+ LLM Providers - Single integration for OpenAI, Anthropic, Azure, Bedrock, Vertex AI, and more.

pip install raxe[litellm]

OpenAI

Drop-in replacement for the OpenAI Python SDK. Same API, added security.

from raxe import RaxeOpenAI
client = RaxeOpenAI()

Anthropic

Drop-in replacement for the Anthropic Python SDK with Claude protection.

from raxe import RaxeAnthropic
client = RaxeAnthropic()

HuggingFace

Protect HuggingFace Transformers and Inference API calls.

pip install raxe[huggingface]

Enterprise SIEM

Real-time threat data streaming to your security operations center.

Splunk

HTTP Event Collector (HEC) integration for real-time threat indexing.

CrowdStrike

Falcon LogScale (Humio) integration for threat correlation.

Microsoft Sentinel

Azure Data Collector API for cloud-native SIEM integration.

ArcSight

SmartConnector CEF format for enterprise SIEM deployments.

CEF (Generic)

Common Event Format over HTTP, UDP, or TCP/TLS syslog.

QRadar

IBM QRadar via CEF format integration.

Web Frameworks & CI/CD

Protect HTTP endpoints and shift-left security in your deployment pipeline.

FastAPI / Flask / Django

Middleware, decorators, and dependency injection patterns for Python web frameworks.

GitHub Actions & Pre-commit

Scan prompts and test data in pull requests. Catch threats before they’re committed.

LLM Providers via LiteLLM

Through our LiteLLM integration, RAXE supports 100+ LLM providers with a single integration:

Cloud Providers
Open Source
Specialized

Provider	Models
OpenAI	GPT-4o, GPT-4, GPT-3.5
Anthropic	Claude 3.5, Claude 3, Claude 2
Azure OpenAI	All Azure-hosted models
Google Vertex AI	Gemini Pro, PaLM 2
AWS Bedrock	Claude, Llama, Titan
Cohere	Command, Embed
Mistral AI	Mistral Large, Medium, Small

Provider	Models
Ollama	Llama 3, Mistral, CodeLlama
vLLM	Any HuggingFace model
HuggingFace	100k+ models
Together AI	Llama, Mixtral, CodeLlama
Anyscale	Llama, Mistral
Replicate	Llama, Stable Diffusion

Provider	Focus
Groq	Ultra-fast inference
Perplexity	Search-augmented
DeepInfra	Cost-optimized
AI21	Jurassic models
NLP Cloud	Enterprise NLP

Getting Started

How It Works

Protect Your AI

Guides

Advanced

Enterprise

Reference

Choose Your Integration

Choose Your Integration

Quick Decision Guide

Integration Comparison

Agent Frameworks

MCP Gateway

LangChain

CrewAI

AutoGen

LlamaIndex

DSPy

Portkey

OpenClaw

LLM Provider Wrappers

LiteLLM

OpenAI

Anthropic

HuggingFace

Enterprise SIEM

Splunk

CrowdStrike

Microsoft Sentinel

ArcSight

CEF (Generic)

QRadar

Web Frameworks & CI/CD

FastAPI / Flask / Django

GitHub Actions & Pre-commit

LLM Providers via LiteLLM

What’s Next?

Quick Start

How Detection Works

Getting Started

How It Works

Protect Your AI

Guides

Advanced

Enterprise

Reference

​Choose Your Integration

​Quick Decision Guide

​Integration Comparison

​Agent Frameworks

MCP Gateway

LangChain

CrewAI

AutoGen

LlamaIndex

DSPy

Portkey

OpenClaw

​LLM Provider Wrappers

LiteLLM

OpenAI

Anthropic

HuggingFace

​Enterprise SIEM

Splunk

CrowdStrike

Microsoft Sentinel

ArcSight

CEF (Generic)

QRadar

​Web Frameworks & CI/CD

FastAPI / Flask / Django

GitHub Actions & Pre-commit

​LLM Providers via LiteLLM

​What’s Next?

Quick Start

How Detection Works

Choose Your Integration

Quick Decision Guide

Integration Comparison

Agent Frameworks

LLM Provider Wrappers

Enterprise SIEM

Web Frameworks & CI/CD

LLM Providers via LiteLLM

What’s Next?