# io.github.CloudCorpRecords/scicompute (oci · ghcr.io/cloudcorprecords/scicompute)

Scientific computation: named tensors, matrix algebra and vector operations, fully local.

- Trust score: 40/100 (low)
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-11-05

## Components

- npm · `@reneturcios/scicompute`: 68/100, [markdown](https://verifymcp.io/servers/cloudcorprecords-scicompute/reneturcios-scicompute.md), [page](https://verifymcp.io/servers/cloudcorprecords-scicompute/reneturcios-scicompute)
- oci · `ghcr.io/cloudcorprecords/scicompute`: 40/100 (this document), [markdown](https://verifymcp.io/servers/cloudcorprecords-scicompute/ghcr-io-cloudcorprecords-scicompute.md), [page](https://verifymcp.io/servers/cloudcorprecords-scicompute/ghcr-io-cloudcorprecords-scicompute)

## Channel facts

- Registry: `oci`
- Package: `ghcr.io/cloudcorprecords/scicompute`
- Version: `0.1.0`
- 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 2026-11-05.

- **Supply Chain Security**: 0/100
  - No malware scan is available for this kind of package: the supply-chain vendors we use do not cover it. This is a permanent gap in our coverage, not a finding about the package.
  - Known CVEs could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.
  - Install-script risk not yet assessed.
  - Dependency health could not be checked: this artifact ships no SBOM or dependency manifest, so there is no dependency list to read.
- **Provenance & Transparency**: 45/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - Clear OSI-approved license (MIT).
  - Actively maintained (last published 2 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 74/100
  - AI-judged instruction clarity (good).
  - Tool/resource definitions use about 706 tokens (~50/item across 14 items; 14 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 10/100
  - Stability observed for 3 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 100/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 100% of tool parameters carry a description.
- **Tool Safety**: 75/100
  - No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.
  - 0 of 1 tool(s) whose name or description implies an irreversible operation declare an MCP destructiveHint annotation; "delete_tensor" implies "delete" and declares no destructiveHint at all, which the MCP spec reads as destructive by default.
  - An AI judge read all 14 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.

**Unverified: 1 category.** A category scored 0 because we could not verify it: a data source with nothing on this package, evidence we could not reach, or a check we could not run. We only credit what we can confirm.

## Install

### How do I install the io.github.CloudCorpRecords/scicompute MCP server?

io.github.CloudCorpRecords/scicompute runs locally as a container image, launched with docker run --rm -i ghcr.io/cloudcorprecords/scicompute:0.1.0. Ready-made configuration for Claude, Cursor, VS Code, Codex and 3 more is on this page, copied from each client's own documentation.

### Claude

```bash
claude mcp add cloudcorprecords-scicompute -- docker run --rm -i ghcr.io/cloudcorprecords/scicompute:0.1.0
```

### Cursor

```json
{
  "mcpServers": {
    "cloudcorprecords-scicompute": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/cloudcorprecords/scicompute:0.1.0"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "cloudcorprecords-scicompute": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/cloudcorprecords/scicompute:0.1.0"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add cloudcorprecords-scicompute -- docker run --rm -i ghcr.io/cloudcorprecords/scicompute:0.1.0
```

### opencode

```json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "cloudcorprecords-scicompute": {
      "type": "local",
      "command": [
        "docker",
        "run",
        "--rm",
        "-i",
        "ghcr.io/cloudcorprecords/scicompute:0.1.0"
      ],
      "enabled": true
    }
  }
}
```

### Hermes

```yaml
mcp_servers:
  cloudcorprecords-scicompute:
    command: "docker"
    args: ["run", "--rm", "-i", "ghcr.io/cloudcorprecords/scicompute:0.1.0"]
```

### Netclaw

```json
{
  "McpServers": {
    "cloudcorprecords-scicompute": {
      "Transport": "stdio",
      "Command": "docker",
      "Arguments": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/cloudcorprecords/scicompute:0.1.0"
      ]
    }
  }
}
```

### Other

```json
{
  "mcpServers": {
    "cloudcorprecords-scicompute": {
      "command": "docker",
      "args": [
        "run",
        "--rm",
        "-i",
        "ghcr.io/cloudcorprecords/scicompute:0.1.0"
      ]
    }
  }
}
```

## 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.

### 2026-11-04 (score 40, +1)

No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-11-02 (score 39)

First indexed and scored.

## MCP tools (14)

### `create_tensor` (~83 tokens)

Create a named tensor in the store from a shape and a flat row-major values list.

Input parameters:

- `name` (string, required): Name to store the new tensor under.
- `shape` (array, required): Tensor dimensions, as a non-empty list of positive integers.
- `values` (array, required): Flat row-major list of finite numbers, with length equal to the product of the shape dimensions.

### `view_tensor` (~32 tokens)

View a named tensor stored in the tensor store.

Input parameters:

- `name` (string, required): Name of the stored tensor to view.

### `delete_tensor` (~31 tokens)

Delete a named tensor from the tensor store.

Input parameters:

- `name` (string, required): Name of the stored tensor to delete.

### `add_matrices` (~61 tokens)

Add two stored matrices element-wise and return the result matrix.

Input parameters:

- `a` (string, required): Name of the first stored matrix.
- `b` (string, required): Name of the second stored matrix.
- `result` (string): Name to store the result matrix under.

### `subtract_matrices` (~69 tokens)

Subtract the second stored matrix from the first element-wise and return the result matrix.

Input parameters:

- `a` (string, required): Name of the stored matrix to subtract from.
- `b` (string, required): Name of the stored matrix to subtract.
- `result` (string): Name to store the result matrix under.

### `multiply_matrices` (~59 tokens)

Multiply two stored matrices and return the product matrix.

Input parameters:

- `a` (string, required): Name of the first stored matrix.
- `b` (string, required): Name of the second stored matrix.
- `result` (string): Name to store the result matrix under.

### `scale_matrix` (~73 tokens)

Scale a stored matrix by a numeric factor, in place by default.

Input parameters:

- `factor` (number, required): Finite numeric factor to multiply each matrix element by.
- `in_place` (boolean): Whether to overwrite the stored matrix in place; defaults to true.
- `name` (string, required): Name of the stored matrix to scale.

### `transpose` (~47 tokens)

Transpose a stored matrix and return the transposed matrix.

Input parameters:

- `name` (string, required): Name of the stored matrix to transpose.
- `result` (string): Name to store the result matrix under.

### `determinant` (~29 tokens)

Compute the determinant of a stored square matrix.

Input parameters:

- `name` (string, required): Name of the stored square matrix.

### `rank` (~27 tokens)

Compute the rank of a stored matrix.

Input parameters:

- `name` (string, required): Name of the stored matrix.

### `matrix_inverse` (~49 tokens)

Compute the inverse of a stored square matrix and return it.

Input parameters:

- `name` (string, required): Name of the stored square matrix to invert.
- `result` (string): Name to store the result matrix under.

### `vector_dot_product` (~44 tokens)

Compute the dot product of two stored vectors.

Input parameters:

- `a` (string, required): Name of the first stored vector.
- `b` (string, required): Name of the second stored vector.

### `vector_cross_product` (~51 tokens)

Compute the cross product of two stored 3-vectors.

Input parameters:

- `a` (string, required): Name of the first stored 3-vector.
- `b` (string, required): Name of the second stored 3-vector.

### `vector_project` (~51 tokens)

Project stored vector a onto stored vector b and return the projection vector.

Input parameters:

- `a` (string, required): Name of the stored vector to project.
- `b` (string, required): Name of the stored vector to project onto.

## Diagnostics

Captured diagnostic sections: Provenance. The full working is on the page: https://verifymcp.io/servers/cloudcorprecords-scicompute/ghcr-io-cloudcorprecords-scicompute#diagnostics

## Score history

- 2026-11-05: 40
- 2026-11-04: 40
- 2026-11-03: 39
- 2026-11-02: 39

## Common questions

### What is the io.github.CloudCorpRecords/scicompute MCP server?

io.github.CloudCorpRecords/scicompute is an MCP server listed in the public MCP registry as io.github.CloudCorpRecords/scicompute. Scientific computation: named tensors, matrix algebra and vector operations, fully local. This page covers its container image (ghcr.io/cloudcorprecords/scicompute).

### Is the io.github.CloudCorpRecords/scicompute MCP server safe to use?

io.github.CloudCorpRecords/scicompute scores 40 out of 100 on VerifyMCP. 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 io.github.CloudCorpRecords/scicompute MCP server expose?

io.github.CloudCorpRecords/scicompute exposes 14 tools: create_tensor, view_tensor, delete_tensor, add_matrices, subtract_matrices, and 9 more. Their descriptions and schemas cost roughly 706 tokens of context every time the server is loaded.

### Is the io.github.CloudCorpRecords/scicompute MCP server still maintained?

io.github.CloudCorpRecords/scicompute is still listed as active in the MCP registry. We last reached this channel on 5 November 2026. Those dates come from our own scans of the registry and the channel itself, not from anything the publisher announced.

### What licence is the io.github.CloudCorpRecords/scicompute MCP server under?

io.github.CloudCorpRecords/scicompute declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.

## Links

- GitHub Container Registry: https://ghcr.io/cloudcorprecords/scicompute
- Repository: https://github.com/CloudCorpRecords/scicompute
- Changelog RSS feed: https://verifymcp.io/servers/cloudcorprecords-scicompute/ghcr-io-cloudcorprecords-scicompute.xml
- Changelog JSON feed: https://verifymcp.io/servers/cloudcorprecords-scicompute/ghcr-io-cloudcorprecords-scicompute.json
- HTML version of this page: https://verifymcp.io/servers/cloudcorprecords-scicompute/ghcr-io-cloudcorprecords-scicompute