squatch-codebook-mcp
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| codebook_buildA | Index a local notes folder and return its codebook contents (id + title per note). Run this first to see what's in a directory. notes_dir is a local path; glob picks files. |
| codebook_queryB | Find the notes most related to a phrase, geometrically (no keyword match, no LLM). |
| codebook_relatedC | Notes related to a given note — geometric neighbors + algebraic link-recall combined. |
| codebook_neighborsC | Nearest notes to a given note by pure cosine similarity in the hypervector space. |
| codebook_walkB | Reasoning walk: from a note, repeatedly predict the next via the LINKS relation. |
| codebook_analogyC | Analogy a:b :: c:? over your notes (VSA transform), returns the best completions. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
No prompts | |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
No resources | |
TDQS
Scored across 6 tools
Each tool has a clearly distinct purpose: indexing, analogy, nearest neighbors, query by phrase, related notes, and reasoning walk. No overlap or ambiguity.
All tools follow a consistent pattern: 'codebook_' prefix followed by a descriptive noun (analogy, build, neighbors, query, related, walk). No mixing of styles.
With 6 tools, the server is well-scoped for its purpose of note indexing and geometric reasoning. Not too few or too many.
Covers indexing, various retrieval methods, analogy, and reasoning. Minor gap: no incremental note addition or update; only reindexing entire folders, which could be a limitation.