domain-memory-agent
Knowledge base with TF-IDF semantic search and extractive summarization - no ML dependencies required
Installation
Open Claude Code and run this command:
/plugin install domain-memory-agent@claude-code-plugins-plus
Use --global to install for all projects, or --project for current project only.
What It Does
Knowledge base with semantic search, document storage, and automatic summarization
A lightweight MCP server for domain-specific knowledge management using TF-IDF semantic search (no external ML dependencies). Perfect for building AI memory systems and RAG applications.
Features
- Document Storage - Store documents with tags and metadata
- Semantic Search - TF-IDF based search (no external dependencies)
- Summarization - Automatic extractive summaries with caching
- Full CRUD - Create, read, update, delete documents
- Tagging System - Organize knowledge by tags
- Pagination - Efficient browsing of large knowledge bases
How It Works
// 1. Store knowledge
store_document({
title: "API Design Best Practices",
content: "RESTful APIs should be...",
tags: ["api", "architecture"]
})
// 2. Search knowledge
semantic_search({
query: "REST API design patterns",
limit: 5
})
// 3. Get summary
summarize({
documentId: "doc123",
maxSentences: 3
})
Use Cases
- RAG Systems - Store domain knowledge for AI retrieval
- Documentation Search - Index and search project docs
- Research Notes - Organize research with semantic search
- Customer Support - Build knowledge bases for support agents
- Personal Knowledge - Second brain / Zettelkasten system