Matryoshka
npxStandardMatryoshka enables token-efficient analysis of large documents using REPL state and symbolic reasoning. It exposes tools for document processing, chunking, and hierarchical analysis. Connects to document storage systems and APIs. Useful for developers building document analysis tools, summarization services, or knowledge extraction systems.
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Overview
Matryoshka enables token-efficient analysis of large documents using REPL state and symbolic reasoning. It exposes tools for document processing, chunking, and hierarchical analysis. Connects to document storage systems and APIs. Useful for developers building document analysis tools, summarization services, or knowledge extraction systems.
Installation
1Install the package
npx
npx -y matryoshka-rlm2Add to Claude
Add this configuration to your claude_desktop_config.json:
claude_desktop_config.json
{
"mcpServers": {
"yogthos-matryoshka-github": {
"command": "npx",
"args": [
"-y",
"npx -y matryoshka-rlm"
]
}
}
}3Verify installation
Restart Claude Desktop, then ask:
"What tools do you have available from Matryoshka?"
Prerequisites
- Node.js 18 or higher
- npm or npx available
- Claude Desktop or Claude API access
Configuration
No configuration required. This server works out of the box.
Usage Examples
List Resources
"What resources are available in Matryoshka?"
Claude will query available resources and return a list of what you can access.
Get Details
"Show me details about [specific item] in Matryoshka"
Claude will fetch and display detailed information about the requested item.
Create New
"Create a new [item] in Matryoshka with [details]"
Claude will use the appropriate tool to create the resource and confirm success.
Works with Matryoshka
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