MemKB

Name: MemKB
Availability: InStock
Author: richardanaya

Supports UI

by richardanaya

In-memory semantic search over markdown documentation using local LLMs for private, fast knowledge retrieval.

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Works in:claude

Exposes:Tools

View on GitHub Docs

What it does

MemKB is a Rust-based server that indexes local markdown files and provides semantic search capabilities. It leverages local embedding and generation servers to synthesize answers from your documentation without sending data to the cloud.

Tools

ask: Perform semantic search across indexed markdown files and receive an AI-generated answer based on the most relevant chunks.

Installation

Install via cargo: cargo install memkb

Add to claude_desktop_config.json (example with local endpoints):

{
  "mcpServers": {
    "memkb": {
      "command": "memkb",
      "args": ["--directory", "/path/to/docs", "-e", "http://127.0.0.1:9095/v1", "-g", "http://127.0.0.1:9091/v1"]
    }
  }
}

Supported hosts

Claude Desktop

Quick install

cargo install memkb

Information

Pricing: free
Published: 5/2/2026
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Related Apps

Choose your AI client and follow the steps below.

Claude Desktop

{
  "mcpServers": {
    "memkb": {
      "command": "memkb",
      "args": ["--directory", "./docs", "-e", "http://127.0.0.1:9095/v1", "-g", "http://127.0.0.1:9091/v1"]
    }
  }
}