Enterprise Integrations

Connect AI to Your Entire Stack

Two powerful integration systems working together. Knowledge Connectors ingest and index your data for RAG. MCP Gateway connects agents to tools for actions. All within your security perimeter with zero data egress.

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50+
Knowledge Connectors
100+
MCP Servers
MCP
Open Standard
0
Data Egress
Two Integration Systems

Knowledge + Actions

Ingest data for AI knowledge. Connect tools for AI actions. Complete enterprise integration.

Knowledge Connectors

Ingest & index enterprise data

Enterprise-grade connectors that automatically sync, chunk, and vectorise your data for RAG pipelines. Permission-aware retrieval ensures users only see content they're authorised to access.

50+ pre-built data connectors
Permission-aware RAG retrieval
Intelligent chunking & vectorisation
Connect to any API for custom ingestion
Real-time sync with source systems
View All Connectors

MCP Gateway

Connect tools for agent actions

Give your agents the power to act. Connect to any tool, database, or API using the open MCP standard. Unified discovery, security, and governance.

240+ verified MCP servers from Docker Hub
Federated auth (Okta, Azure AD)
Per-server RBAC policies
Complete request tracing
Bring your own MCP server
View MCP Gateway
How It Works

Enterprise Integration in 5 Steps

Connect data sources and MCP servers, build agents in AI Studio, deploy with full governance.

1

Discover

Browse connectors and MCP servers from the marketplace

2

Connect

Install and authenticate with Okta, Azure AD, or any IdP

3

Build

Select the data and tools when creating agents in Studio

4

Execute

Agents retrieve data and perform actions via secure calls

5

Govern

Full tracing, RBAC policies, and compliance audit

Knowledge Connectors

50+ Data Source Connectors

Pre-built connectors for enterprise systems. Connect to any REST API for custom knowledge ingestion. Permission-aware retrieval ensures users only access authorised content.

Explore RAG Pipeline & Custom Connectors

File Storage

Ingest files from cloud storage and local systems with automatic chunking and indexing.

S3 Azure Blob GCS MinIO Local Files

Collaboration

Connect wikis and productivity tools with automatic permission synchronisation.

Confluence Notion SharePoint Google Docs Slack

Databases

Sync structured data with automatic schema detection and incremental updates.

PostgreSQL MySQL MongoDB Snowflake BigQuery

Business Apps

Pull knowledge from CRM, ticketing, and ERP systems with field-level mapping.

Salesforce Jira Zendesk HubSpot SAP

Development

Index code repositories, documentation, and technical knowledge bases.

GitHub GitLab Bitbucket ReadMe Docusaurus

Communication

Ingest emails, messages, and meeting transcripts with conversation threading.

Gmail Outlook Teams Zoom Google Meet
MCP Server Marketplace

240+ MCP Servers, Ready to Install

Discover, install, and connect MCP servers to expand your AI assistant's capabilities. Select tools when building agents in AI Studio.

View MCP Gateway documentation

Cloud & Infrastructure

Cloud services, container management, and infrastructure automation.

AWS Core Docker Hub Kubernetes Terraform

Search & Web

Web search, browser automation, and data extraction.

Brave Search Browserbase Puppeteer Fetch

Databases

Query execution, data retrieval, and natural language interactions.

Elasticsearch Couchbase PostgreSQL MongoDB

Development & DevOps

Code documentation, terminal commands, and development tooling.

Context7 Desktop Commander GitHub Sentry

Communication

Messaging, collaboration, and notification workflows.

Slack Microsoft Teams Discord Email

CRM & Business

Customer data, sales automation, and support workflows.

Salesforce HubSpot Zendesk Intercom
Use Cases

Ingest Data for Any AI Application

Whether you're building RAG pipelines, enterprise search, or agentic workflows, our integrations power your AI with enterprise context.

Ingestion for RAG

Give your AI applications context from structured and unstructured data. Intelligent chunking preserves meaning, permission-aware retrieval ensures compliance.

Intelligent chunking with context preservation
Permission-aware retrieval at query time
Source citations with every response

Enterprise Search

Build powerful search across all enterprise knowledge sources with semantic understanding and real-time permission filtering.

Cross-source unified search interface
Semantic + keyword hybrid retrieval
Source attribution and citations

Agentic Workflows

Enable AI agents to retrieve knowledge and take actions across enterprise tools via MCP Gateway, from searching docs to creating tickets.

Real-time knowledge retrieval
Multi-source context aggregation
Action execution via MCP servers
Extensible

Connect Any API
for Data or Actions

Extend both integration systems with your own APIs. Add custom Knowledge Connectors for data ingestion or register MCP Servers for agent actions. Full parity with pre-built integrations.

Custom Knowledge Connectors

Sync data from any REST API with custom authentication and field mapping

Custom MCP Servers

Register APIs as MCP servers for agent tool execution in minutes

Enterprise Governance

Same sync infrastructure, RBAC, tracing, and audit for custom integrations

# Register your API as MCP Server from katonic.mcp import MCPServer server = MCPServer( name="internal-crm", base_url="https://api.internal.com", auth="oauth2" ) # Define tools for agents @server.tool("get_customer") def get_customer(customer_id: str): return crm.fetch(customer_id) # Register with MCP Gateway server.register()
Enterprise Security

Secure by Design

Enterprise-grade security for every connection. Permission-aware retrieval for knowledge. Complete visibility and control.

Federated Identity

Okta, Azure AD, ADFS and other enterprise IdPs with SSO and OAuth 2.0 support.

Permission-Aware Retrieval

Query results filtered by user permissions. Source-level ACLs inherited automatically.

Complete Tracing

Every MCP call, RAG query, and LLM request fully logged with structured telemetry.

Zero Data Egress

All data stays within your infrastructure. Vector embeddings stored in your VPC.

Explore the Platform

Integrations power the Sovereign AI Platform.

ACE Co-pilot

AI copilot that uses integrations to search and act.

Studio

Build agents that leverage your integrations.

Marketplace

Pre-built agents with integrations configured.

Architecture

See how integrations fit in the platform.

Connect Your Enterprise Stack

50+ Knowledge Connectors for data ingestion. 240+ verified MCP servers for agent actions. Custom connector framework. Enterprise-grade security.

Knowledge Connectors MCP Gateway