the-pensieve

the-pensieve

3.5

The Pensieve MCP Server is a TypeScript-based system designed for RAG-based knowledge management, offering a natural language interface and LLM-powered analysis to facilitate efficient querying and synthesis of stored information.

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The Pensieve MCP Server

This is a TypeScript-based MCP server implementing a RAG-based knowledge management system. It provides key features such as:

  • Resources with URIs and metadata representing stored knowledge
  • A natural language interface for querying knowledge
  • LLM-powered analysis and response synthesis

Features

Resources

  • Access knowledge via memory:// URIs
  • Structured Markdown files
  • Metadata for categorization

Tools

  • Query stored knowledge with natural language
  • Contextual answers based on stored knowledge

Knowledge Organization

  • Use clear categories in filenames
  • One topic per Markdown file
  • Include relevant metadata
  • Structured content