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@zihaolin96 zihaolin96 commented Sep 23, 2025

Description

Strata is one MCP server that guides your AI agents through thousands of tools in multiple apps progressively. It eliminates context overload and ensures accurate tool selection, enabling agents to handle complex, multi-app workflows with ease.

available in UI, API and open source!

Server Details

  • Server: Strata MCP Server
  • Changes to:

Motivation and Context

3 problems Strata is resolving:

  • Tool Overload: Too many tools cause AI "choice paralysis."
  • Context Overload: Long tool lists blow up token counts and costs.
  • Coverage Gap: Most servers are stuck at <40~50 tools, limiting what you can build.

How Has This Been Tested?

  1. This has been tested with MCP clients including Claude Desktop, Claude Code, Cursor, VSCode.
  2. Evaluation - This approach delivers real results . On the MCPMark benchmark, Strata achieves +15.2% higher pass@1 rate vs the official GitHub server and +13.4% higher pass@1 rate vs the official Notion server. In human eval tests, it hits 83%+ accuracy on complex, real-world workflows.

Breaking Changes

Types of changes

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)
  • Breaking change (fix or feature that would cause existing functionality to change)
  • Documentation update

Checklist

  • I have read the MCP Protocol Documentation
  • My changes follows MCP security best practices
  • I have updated the server's README accordingly
  • I have tested this with an LLM client
  • My code follows the repository's style guidelines
  • New and existing tests pass locally
  • I have added appropriate error handling
  • I have documented all environment variables and configuration options

Additional context

@zihaolin96 zihaolin96 changed the title add Strata MCP Server to readme Add Strata MCP Server to readme Sep 23, 2025
@zihaolin96
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Hi @domdomegg @olaservo , would appreciate it if you could take a look! Thank you so much!

@olaservo olaservo merged commit 117c1c4 into modelcontextprotocol:main Oct 5, 2025
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2 participants