multidim-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 | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| multidim_analyzeA | Build a hierarchical multidimensional grid (axes -> sub-lenses) adapted to the subject's context. Returns the grid to fill, not the analysis. |
| multidim_contextsA | List every known context with its axes and sub-lenses. |
| multidim_validateA | Deterministic, STATELESS check of a filled analysis against its v2 frame (multidim_analyze format v2). Returns an ACCEPT / WARNING / REJECT verdict per section with actionable error codes. Never modifies the store, calls no LLM, never judges the truth of the content: structure, internal consistency and checkable requirements only. The calling LLM redoes ONLY the rejected sections, within the frame's max_validation_rounds (tracked by the caller). |
| multidim_learnA | Create or enrich a context. Use only to promote a lens reusable beyond the current subject: deliberate promotion, never automatic. Persists to the dedicated store (the only write door). |
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 4 tools
Each tool has a unique, clearly defined purpose: analyze creates a grid, contexts lists them, validate checks structure, and learn writes. No overlapping responsibilities.
All tools share the 'multidim_' prefix, but 'multidim_contexts' uses a noun instead of a verb_noun pattern while others use verbs (analyze, validate, learn). Minor inconsistency.
With only 4 tools, the server is tightly scoped for its domain. The count is low but appropriate for a focused multidimensional analysis framework, not over- or under-inclusive.
The tools cover the core lifecycle: creating/analyzing, listing, validating, and learning. There is no explicit delete, but 'learn' can enrich or create, and the set appears sufficient for the stated purpose.