Klavis AI is an open-source MCP-based integration platform, centered on the Strata server. It primarily addresses scalability, reliability, and complex context management challenges faced by AI agents when integrating and managing a large number of external tools.
Klavis AI offers cloud hosting (recommended for beginners) and self-hosted deployment. Self-hosting can be done via Docker containers or run locally to meet an organization's data sovereignty and compliance requirements.
For developers, Klavis AI provides APIs, SDKs, and a CLI for deep integration. It also offers pre-built clients for non-technical users (such as Slack and web UI), enabling feature usage through simple commands and lowering the barrier to entry.
The platform centrally handles OAuth authorization, credential management, and access control, with audit logs for traceability. The enterprise edition is SOC 2 compliant, maintaining security boundaries through capability-based policies and token exchange technologies.
Strata is Klavis AI's open-source MCP server that uses an incremental tool discovery approach. It enables AI agents to efficiently navigate thousands of tools and perform actions, effectively avoiding context-window overload common with traditional methods.
It is highly suitable for teams building production-grade AI applications that reliably orchestrate multiple external tools, including enterprise AI assistant development, complex workflow automation, and rapid AI application prototyping and deployment.
Workato AI provides an enterprise-grade AI agent infrastructure and platform. It connects enterprise apps and data through a secure MCP protocol, empowering agents to safely perform real business operations and accelerate enterprise automation and intelligent transformation.
Smithery AI is an ecosystem platform focused on the Model Context Protocol (MCP), offering a vast marketplace of MCP servers and skills. By simplifying integration and providing hosted services, it helps developers quickly connect their AI agents to external tools, data sources, and service capabilities.
