# io.github.RyanKramer/wisegrid-mcp (pypi · wisegrid-mcp)

Read and write WiseGrid sheets, rows, columns and reports from any AI agent.

- Trust score: 61/100 (medium)
- Change this week: −12
- Registry status: active
- Liveness: live
- Owner verified: no
- Last scored: 2026-09-21

## Components

- pypi · `wisegrid-mcp`: 61/100 (this document), [markdown](https://verifymcp.io/servers/ryankramer-wisegrid-mcp/wisegrid-mcp.md), [page](https://verifymcp.io/servers/ryankramer-wisegrid-mcp/wisegrid-mcp)

## Channel facts

- Registry: `pypi`
- Package: `wisegrid-mcp`
- 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 2026-09-21.

- **Supply Chain Security**: 50/100
  - Malware scan not yet available for this package.
  - No known CVEs affecting this package version or its production dependencies.
  - Runs hatchling.build at install time, a recognised native-build step with no shell scripting around it.
  - 1 of 23 dependencies flagged as unhealthy.
- **Provenance & Transparency**: 32/100
  - Source repository is publicly reachable at the declared URL.
  - Provenance check failed: no build-provenance attestation is published.
  - License check failed: the license (MIT License) isn't a recognized OSI-approved license.
  - Actively maintained (last published 49 days ago).
  - Disclosure check failed: no security disclosure policy was found in the source repository.
- **Schema Quality & AI Usability**: 79/100
  - AI-judged instruction clarity (excellent).
  - Tool/resource definitions use about 840 tokens (~70/item across 12 items; 12 tools + 0 resources), lean.
  - Usage-examples check failed: none of the tools include examples.
- **Stability & Change Management**: 83/100
  - Stability observed for 25 of 30 days with no destabilising changes; credit accrues until the full window elapses.
- **Tool Coverage**: 71/100
  - 100% of tools have a non-trivial description (not blank, and not just the tool's name).
  - 0% of tool parameters carry a description.
  - Structured output schemas are declared (100% of tools); any adoption earns full credit.
- **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_row" implies "delete" and declares no destructiveHint at all, which the MCP spec reads as destructive by default.
  - An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.
- **Capabilities**: 100/100
  - Implements a current MCP spec version (2026-07-28).

## Install

### How do I install the io.github.RyanKramer/wisegrid-mcp server?

io.github.RyanKramer/wisegrid-mcp runs locally as a PyPI package, launched with uvx wisegrid-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 ryankramer-wisegrid-mcp -- uvx wisegrid-mcp
```

### Cursor

```json
{
  "mcpServers": {
    "ryankramer-wisegrid-mcp": {
      "command": "uvx",
      "args": [
        "wisegrid-mcp"
      ]
    }
  }
}
```

### VS Code

```json
{
  "servers": {
    "ryankramer-wisegrid-mcp": {
      "command": "uvx",
      "args": [
        "wisegrid-mcp"
      ]
    }
  }
}
```

### Codex

```bash
codex mcp add ryankramer-wisegrid-mcp -- uvx wisegrid-mcp
```

### opencode

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

### OpenClaw

```bash
openclaw mcp add ryankramer-wisegrid-mcp --command uvx --arg wisegrid-mcp
```

### Hermes

```yaml
mcp_servers:
  ryankramer-wisegrid-mcp:
    command: "uvx"
    args: ["wisegrid-mcp"]
```

### Netclaw

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

### Vellum

```bash
assistant mcp add ryankramer-wisegrid-mcp -t stdio -c uvx -a wisegrid-mcp
```

### Other

```json
{
  "mcpServers": {
    "ryankramer-wisegrid-mcp": {
      "command": "uvx",
      "args": [
        "wisegrid-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.

### 2026-09-19 (score 61, +1)

No change was recorded against any check on this day. Stability & Change Management went from 73 to 77. That category is still filling its 30-day observation window: 22 days of observed history at the previous scan, 23 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-18 (score 60, −15)

- [security regression] Malware scan: pass → unverified

### 2026-09-17 (score 75, +1)

No change was recorded against any check on this day. Stability & Change Management went from 67 to 70. That category is still filling its 30-day observation window: 20 days of observed history at the previous scan, 21 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-16 (score 74, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-09-15 (score 59, −14)

- [security regression] Malware scan: pass → unverified

### 2026-09-14 (score 73, +15)

- [security improvement] Malware scan: unverified → pass

### 2026-09-13 (score 58, +1)

No change was recorded against any check on this day. Stability & Change Management went from 53 to 57. That category is still filling its 30-day observation window: 16 days of observed history at the previous scan, 17 at this one. The score rises as the window fills, whether or not the server changes.

### 2026-09-11 (score 57, +1)

No change was recorded against any check on this day. Stability & Change Management went from 47 to 50. That category is still filling its 30-day observation window: 14 days of observed history at the previous scan, 15 at this one. The score rises as the window fills, whether or not the server changes.

## MCP tools (12)

### `whoami` (~43 tokens)

Whoami

Who the current API key belongs to, its scopes, and its rate limit.

Call this first if anything is failing — it distinguishes a bad key from a
scope problem.

### `list_sheets` (~53 tokens)

List Sheets

List sheets the API key can see. Cursor-paginated; pass the returned
nextCursor to get the next page. Max limit 500.

Input parameters:

- `cursor` (string)
- `limit` (integer)

### `get_sheet` (~55 tokens)

Get Sheet

Get a sheet with its columns and first page of rows — one call for a
usable snapshot. Use this before writing, to learn the column IDs.

Input parameters:

- `row_limit` (integer)
- `sheet_id` (integer, required)

### `list_columns` (~42 tokens)

List Columns

List a sheet's columns. Cell dictionaries are keyed by these column IDs
as strings, so you need them before any write.

Input parameters:

- `sheet_id` (integer, required)

### `list_rows` (~67 tokens)

List Rows

List a sheet's rows, cursor-paginated by row id. Max limit 500.

Each row carries a `version` — keep it if you intend to update the row.

Input parameters:

- `cursor` (string)
- `limit` (integer)
- `sheet_id` (integer, required)

### `add_rows` (~103 tokens)

Add Rows

Add rows to a sheet. Each item is a dict of cells keyed by column ID
(as a string), e.g. {"101": "Acme Corp", "102": "2026-09-01"}.

Partial success: the response reports per-row results plus succeededCount
and failedCount, so some rows can land while others fail validation.
Maximum 2000 rows per call.

Input parameters:

- `rows` (array, required)
- `sheet_id` (integer, required)

### `update_row` (~110 tokens)

Update Row

Update one row's cells. `cells` carries ONLY the changed cells.

\`version` is the row's current version and is checked before the write
(optimistic concurrency). If the row changed since you read it you get
\`version_conflict` rather than a silent overwrite — read the row again and
decide whether your change still applies.

Input parameters:

- `cells` (object, required)
- `row_id` (integer, required)
- `sheet_id` (integer, required)
- `version` (integer, required)

### `update_rows` (~93 tokens)

Update Rows

Update many rows. Each item needs 'id', 'version' and 'cells'.

NOTE: unlike update_row, bulk `cells` OVERWRITES the row's cells rather than
merging them. Send the full cell set you want the row to end up with.
Partial success per row, version-checked individually. Max 2000.

Input parameters:

- `rows` (array, required)
- `sheet_id` (integer, required)

### `delete_row` (~90 tokens)

Delete Row

Delete a row AND ALL OF ITS CHILD ROWS. Destructive and not undoable
through this API.

Requires confirm=True. Read the row and its children first so you know what
the subtree contains — a parent row can carry descendants that are not
obvious from the row itself.

Input parameters:

- `confirm` (boolean)
- `row_id` (integer, required)
- `sheet_id` (integer, required)

### `list_reports` (~30 tokens)

List Reports

List reports the API key can see.

Input parameters:

- `cursor` (string)
- `limit` (integer)

### `get_report` (~30 tokens)

Get Report

Get a report's definition (its source sheets, columns and filters).

Input parameters:

- `report_id` (integer, required)

### `run_report` (~48 tokens)

Run Report

Run a report and return its rows, cursor-paginated. Max limit 500.

Input parameters:

- `cursor` (string)
- `limit` (integer)
- `report_id` (integer, required)

## Diagnostics

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

## Score history

- 2026-09-21: 61
- 2026-09-20: 61
- 2026-09-19: 61
- 2026-09-18: 60
- 2026-09-17: 75
- 2026-09-16: 74
- 2026-09-15: 59
- 2026-09-14: 73
- 2026-09-13: 58
- 2026-09-12: 57
- 2026-09-11: 57
- 2026-09-10: 56
- 2026-09-09: 56
- 2026-09-08: 55
- 2026-09-07: 55
- 2026-09-06: 54
- 2026-09-05: 54
- 2026-09-04: 54
- 2026-09-03: 53
- 2026-09-02: 50
- 2026-09-01: 50
- 2026-08-31: 50
- 2026-08-30: 50
- 2026-08-29: 50
- 2026-08-28: 50
- 2026-08-27: 50

## Common questions

### What is the io.github.RyanKramer/wisegrid-mcp server?

io.github.RyanKramer/wisegrid-mcp is listed in the public MCP registry as io.github.RyanKramer/wisegrid-mcp. Read and write WiseGrid sheets, rows, columns and reports from any AI agent. This page covers its PyPI package (wisegrid-mcp).

### Is the io.github.RyanKramer/wisegrid-mcp server safe to use?

io.github.RyanKramer/wisegrid-mcp scores 61 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 21 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 io.github.RyanKramer/wisegrid-mcp server expose?

io.github.RyanKramer/wisegrid-mcp exposes 12 tools: whoami, list_sheets, get_sheet, list_columns, list_rows, and 7 more. Their descriptions and schemas cost roughly 764 tokens of context every time the server is loaded.

### Is the io.github.RyanKramer/wisegrid-mcp server still maintained?

io.github.RyanKramer/wisegrid-mcp is still listed as active in the MCP registry. We last reached this channel on 21 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/wisegrid-mcp/
- Socket report: https://socket.dev/pypi/package/wisegrid-mcp
- Repository: https://github.com/RyanKramer/wisegrid-mcp
- Changelog RSS feed: https://verifymcp.io/servers/ryankramer-wisegrid-mcp/wisegrid-mcp.xml
- Changelog JSON feed: https://verifymcp.io/servers/ryankramer-wisegrid-mcp/wisegrid-mcp.json
- HTML version of this page: https://verifymcp.io/servers/ryankramer-wisegrid-mcp/wisegrid-mcp