Strata
Strata is a progressive MCP (Model Context Protocol) server that enables AI agents to efficiently discover, navigate, and execute thousands of tools across multiple applications through a layered approach.
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Product Information
Updated:Sep 26, 2025
What is Strata
Strata is an open-source infrastructure developed by Klavis AI that revolutionizes how AI agents interact with various tools and applications. As a unified MCP server, it addresses the challenge of tool overload and complex integrations by providing a scalable solution for AI agents to access and utilize thousands of tools across different applications. The platform is backed by Y Combinator and was created by a team including Xiangkai Zeng, who previously built the tool-calling infrastructure at Google Gemini.
Key Features of Strata
Strata is an MCP (Model Context Protocol) server that enables AI agents to effectively handle thousands of tools across multiple applications. It uses a progressive discovery approach to guide agents from intent to action, avoiding context overload while ensuring accurate tool selection. The system provides deep feature access across apps, built-in OAuth support, and enterprise-grade security, making it easier for developers to integrate AI agents with various tools and services.
Progressive Tool Discovery: Guides AI agents to discover relevant tool categories first before drilling down to specific tools, preventing cognitive overload and improving accuracy
Deep Feature Integration: Provides access to hundreds of features per application instead of just basic functions, enabling more sophisticated automation capabilities
Secure Authentication: Built-in OAuth support and multi-tenancy authentication, eliminating security gaps and reducing development complexity
External MCP Server Connection: Ability to connect and unify access to external MCP servers, enabling comprehensive tool integration across platforms
Use Cases of Strata
Investment Analysis Automation: VCs can use Strata to give AI agents access to Affinity CRM data for generating investment memo drafts and analyzing investment opportunities
Multi-App Workflow Automation: Businesses can create automated workflows that span across multiple applications like Gmail, YouTube, and Salesforce without manual coding
Sales Process Enhancement: Sales teams can automate follow-ups and customer interactions by connecting CRM tools and communication platforms through AI agents
Document Management: Organizations can use AI agents to manage and process documents across multiple platforms like Google Drive, Gmail, and other document storage systems
Pros
Superior accuracy with +15.2% Pass@1 rate compared to official servers
Enterprise-grade security with SOC 2 certification
Simplified integration process with no need for complex authentication coding
Strong community support and regular updates
Cons
Usage-based pricing may become expensive for high-volume users
Advanced security features only available in Enterprise plan
How to Use Strata
Sign up for Klavis AI: Visit www.klavis.ai and create an account by clicking 'Sign Up'. You can start with the free Hobby plan or choose a paid plan based on your needs.
Install Klavis SDK: Install the Klavis Python SDK using pip: 'pip install klavis'
Set up authentication: Get your Klavis API key from your account dashboard and set it as an environment variable or include it in your code initialization
Initialize Strata: Create a Klavis client instance using your API key: 'klavis_client = Klavis(api_key=your_api_key)'
Create MCP server instance: Use the create_server_instance method to set up your desired MCP server (e.g., GitHub, Gmail, YouTube etc.) with appropriate parameters like server name and user ID
Configure tool discovery: Strata will automatically guide AI agents to discover relevant tool categories first to avoid overload. No additional configuration needed as this is handled automatically.
Execute commands: Let your AI agent interact with the tools through Strata's progressive discovery system. Strata will handle the navigation through tool categories and execute commands with correct parameters.
Monitor performance: Track your API usage and tool execution success rates through the Klavis dashboard. Adjust configurations as needed based on the performance metrics.
Strata FAQs
Strata is an open-source MCP (Model Context Protocol) server that enables AI agents to handle thousands of tools across multiple applications. It provides integration layers that let AI agents use tools reliably with managed authentications.
Strata Video
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