Skip to main content
Glama
squatch-c-c

squatch-codebook-mcp

by squatch-c-c
OverviewSchemaRelated ServersScoreDiscussions
Python
Local

squatch-codebook-mcp

Reason over your own local notes with a hyperdimensional (FHRR) codebook — query, related, neighbors, walk, analogy. No LLM in the loop, nothing leaves your machine. An MCP server, so it works in Claude Desktop (Chat) and Claude Code.

Run it (zero install — uvx fetches + runs)

uvx --from git+https://github.com/squatch-c-c/squatch-codebook-mcp squatch-codebook-mcp

Requires uv (curl -LsSf https://astral.sh/uv/install.sh | sh).

Related MCP server: MCP Associative Memory Server

Add to Claude Desktop

~/Library/Application Support/Claude/claude_desktop_config.json (macOS):

{
  "mcpServers": {
    "codebook": { "command": "uvx", "args": ["--from", "git+https://github.com/squatch-c-c/squatch-codebook-mcp", "squatch-codebook-mcp"] }
  }
}

Restart Claude. Now in Chat or Code you can ask things like "use codebook to find notes in ~/notes related to hyperdimensional computing" and it answers geometrically over your local files.

Tools

Tool

What it does

codebook_build(notes_dir, glob="*.md")

Index a folder; list its notes (run first).

codebook_query(notes_dir, text, …)

Notes most related to a phrase.

codebook_related(notes_dir, note_id, …)

Related notes (geometric + link recall).

codebook_neighbors(notes_dir, note_id, …)

Nearest notes by cosine similarity.

codebook_walk(notes_dir, start_id, steps=4)

Reasoning walk along the LINKS relation.

codebook_analogy(notes_dir, a, b, c, …)

a:b :: c:? over your notes.

All paths are local; every tool reads only the directory you point it at. Part of the Squatch working system.

Install Server
A
license - permissive license
B
quality
C
maintenance

How are these scores calculated?

Resources

Unclaimed servers have limited discoverability.

Looking for Admin?

If you are the server author, to access and configure the admin panel.

Tools

Latest Blog Posts

MCP directory API

We provide all the information about MCP servers via our MCP API.

curl -X GET 'https://glama.ai/api/mcp/v1/servers/squatch-c-c/squatch-codebook-mcp'

If you have feedback or need assistance with the MCP directory API, please join our Discord server