# Multidim (pypi · multidim-mcp)

Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps

- Trust score: 80/100 (high trust)
- Change this week: +3
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-20

## Components

- pypi · `multidim-mcp`: 80/100 (this document), [markdown](https://verifymcp.io/servers/cherridsaid-multidim-mcp/multidim-mcp.md), [page](https://verifymcp.io/servers/cherridsaid-multidim-mcp/multidim-mcp)

## Channel facts

- Registry: `pypi`
- Package: `multidim-mcp`
- Version: `0.2.0`
- Transport: `stdio`

## Trust breakdown

How this component scores in each security and reliability category. Every signal is checked automatically from public evidence about the published package, including repeated runs of it in an isolated sandbox, and we only credit what we can confirm. Scores are 0–100 per category. Scoring method: https://verifymcp.io/docs/scoring (what has changed: https://verifymcp.io/docs/scoring/changelog)

Scored 2026-09-20.

- **Supply Chain Security**: 100/100
  - No malware found by supply-chain analysis.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs setuptools.build_meta at install time, a recognised native-build step with no shell scripting around it.
  - No production dependencies, so there is no dependency health to assess.
- **Provenance & Transparency**: 35/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: no license is declared.
  - Actively maintained (last published 24 days ago).
  - Publishes a security disclosure policy (SECURITY.md).
- **Schema Quality & AI Usability**: 77/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 453 tokens (~113/item across 4 items; 4 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 97/100
  - Stability observed for 29 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 88/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 64% of tool parameters carry a description.
- **Tool Safety**: 100/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - We read all 4 captured tool definition(s), and no name or description among them implies an irreversible operation.
  - An AI judge read all 4 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 60/100
  - Spec-recency check failed: implements MCP spec 2025-06-18; the latest is 2026-07-28.

## Install

### How do I install the Multidim MCP server?

Multidim runs locally as a PyPI package, launched with uvx multidim-mcp. Ready-made configuration for Claude, Cursor, VS Code, Codex and 5 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add cherridsaid-multidim-mcp -- uvx multidim-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "cherridsaid-multidim-mcp": {
      "command": "uvx",
      "args": [
        "multidim-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "cherridsaid-multidim-mcp": {
      "command": "uvx",
      "args": [
        "multidim-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add cherridsaid-multidim-mcp -- uvx multidim-mcp
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "cherridsaid-multidim-mcp": {
      "type": "local",
      "command": [
        "uvx",
        "multidim-mcp"
      ],
      "enabled": true
    }
  }
}
```

### OpenClaw

```bash
openclaw mcp add cherridsaid-multidim-mcp --command uvx --arg multidim-mcp
```

### Hermes

```yaml
mcp_servers:
  cherridsaid-multidim-mcp:
    command: "uvx"
    args: ["multidim-mcp"]
```

### Netclaw

```json
{
  "McpServers": {
    "cherridsaid-multidim-mcp": {
      "Transport": "stdio",
      "Command": "uvx",
      "Arguments": [
        "multidim-mcp"
      ]
    }
  }
}
```

### Vellum

```bash
assistant mcp add cherridsaid-multidim-mcp -t stdio -c uvx -a multidim-mcp
```

### Other

```json
{
  "mcpServers": {
    "cherridsaid-multidim-mcp": {
      "command": "uvx",
      "args": [
        "multidim-mcp"
      ]
    }
  }
}
```

## Changelog

Every change recorded for this component, newest first. Days that predate change tracking, or that we cannot explain, say so: "we were watching and nothing happened" and "we were not watching" are different claims.

### 2026-09-20 (score 80, +1)

No change was recorded against any check on this day. Stability & Change Management went from 93 to 97. That category is still filling its 30-day observation window: 28 days of observed history at the previous scan, 29 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 79, +1)

No change was recorded against any check on this day. Stability & Change Management went from 87 to 90. That category is still filling its 30-day observation window: 26 days of observed history at the previous scan, 27 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-15 (score 78, +16)

- [security improvement] Malware scan: unverified → pass

### 2026-09-14 (score 62, −15)

- [security regression] Malware scan: pass → unverified

### 2026-09-13 (score 77, +1)

No change was recorded against any check on this day. Stability & Change Management went from 70 to 73. That category is still filling its 30-day observation window: 21 days of observed history at the previous scan, 22 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-11 (score 76, +1)

No change was recorded against any check on this day. Stability & Change Management went from 63 to 67. That category is still filling its 30-day observation window: 19 days of observed history at the previous scan, 20 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-09 (score 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 57 to 60. That category is still filling its 30-day observation window: 17 days of observed history at the previous scan, 18 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-07 (score 74, +1)

No change was recorded against any check on this day. Stability & Change Management went from 50 to 53. That category is still filling its 30-day observation window: 15 days of observed history at the previous scan, 16 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (4)

### `multidim_analyze` (~164 tokens)

Build a hierarchical multidimensional grid (axes -> sub-lenses) adapted to the subject's context. Returns the grid to fill, not the analysis.

Input parameters:

- `context` (string): Optional. Force a context; otherwise auto-detected.
- `depth` (string): Optional, default deep. core=axes+short cross-talk; deep=+sub-lenses; full=+one targeted recursion.
- `format` (string): Optional, default text (v1 grid). v2 = deterministic JSON frame of the v2 contract: frame_hash, mandatory questions, learned traps, required_sections, validation_rules, max_validation_rounds, optiona…
- `subject` (string, required): The subject to analyse.

### `multidim_contexts` (~22 tokens)

List every known context with its axes and sub-lenses.

### `multidim_validate` (~143 tokens)

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).

Input parameters:

- `analysis` (object, required): The analysis filled by the calling LLM, section by section.
- `frame` (object, required): The exact JSON frame returned by multidim_analyze format v2.

### `multidim_learn` (~124 tokens)

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).

Input parameters:

- `axes` (array)
- `context` (string, required)
- `description` (string)
- `keywords` (array)
- `traps` (array): Optional. Learned traps (paid lessons): each becomes a mandatory question injected into future v2 frames when a trigger matches the subject. Deduplicated by trap_id or statement; active:false disable…

## Diagnostics

Captured diagnostic sections: Provenance, Install scripts, Dependencies. The full working is on the page: https://verifymcp.io/servers/cherridsaid-multidim-mcp/multidim-mcp#diagnostics

## Score history

- 2026-09-20: 80
- 2026-09-19: 79
- 2026-09-18: 79
- 2026-09-17: 78
- 2026-09-16: 78
- 2026-09-15: 78
- 2026-09-14: 62
- 2026-09-13: 77
- 2026-09-12: 76
- 2026-09-11: 76
- 2026-09-10: 75
- 2026-09-09: 75
- 2026-09-08: 74
- 2026-09-07: 74
- 2026-09-06: 73
- 2026-09-05: 73
- 2026-09-04: 72
- 2026-09-03: 72
- 2026-09-02: 71
- 2026-09-01: 71
- 2026-08-31: 71
- 2026-08-30: 70
- 2026-08-29: 70
- 2026-08-28: 69
- 2026-08-27: 69
- 2026-08-26: 53
- 2026-08-25: 64
- 2026-08-24: 64
- 2026-08-23: 64
- 2026-08-22: 64

## Common questions

### What is the Multidim MCP server?

Multidim is an MCP server listed in the public MCP registry as io.github.Cherridsaid/multidim-mcp. Structured thinking grids for AI agents: deterministic analysis frames, validation, learned traps. This page covers its PyPI package (multidim-mcp).

### Is the Multidim MCP server safe to use?

Multidim scores 80 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 20 September 2026. That is a record of what we were able to check automatically, not an endorsement. The category breakdown on this page shows every signal behind the number, including the ones we could not confirm.

### What tools does the Multidim MCP server expose?

Multidim exposes 4 tools: multidim_analyze, multidim_contexts, multidim_validate, multidim_learn. Their descriptions and schemas cost roughly 453 tokens of context every time the server is loaded.

### Is the Multidim MCP server still maintained?

Multidim is still listed as active in the MCP registry. We last reached this channel on 20 September 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

## Links

- PyPI project: https://pypi.org/project/multidim-mcp/
- Socket report: https://socket.dev/pypi/package/multidim-mcp
- Repository: https://github.com/Cherridsaid/multidim-mcp
- Changelog RSS feed: https://verifymcp.io/servers/cherridsaid-multidim-mcp/multidim-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/cherridsaid-multidim-mcp/multidim-mcp.json
- HTML version of this page: https://verifymcp.io/servers/cherridsaid-multidim-mcp/multidim-mcp