io.github.RyanKramer/wisegrid-mcp
PYPI · WISEGRID-MCP
Read and write WiseGrid sheets, rows, columns and reports from any AI agent.
Available components
Last scanned (7 hours ago)
Scores higher than 63% of PyPI servers
Category Data and Analytics
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. How we score → Why this is hard to score →
Supply Chain Security50
- Malware scan not yet available for this package.Unverified
- No known CVEs affecting this package version or its production dependencies.Pass
- Runs hatchling.build at install time, a recognised build step with no custom scripting around it. View diagnostics → Pass
- 1 of 22 dependencies flagged as unhealthy. View diagnostics → Partial
Provenance & Transparency45
- Source repository is publicly reachable at the declared URL. View diagnostics → Pass
- Provenance check failed: no build-provenance attestation is published. See how to fix → View diagnostics → Fail
- Clear OSI-approved license (MIT).Pass
- Actively maintained (last published 94 days ago).Pass
- Disclosure check failed: no security disclosure policy was found in the source repository. See how to fix → Fail
Schema Quality & AI Usability79
- AI-judged instruction clarity (excellent).Pass
- Tool/resource definitions use about 840 tokens (~70/item across 12 items; 12 tools + 0 resources), lean.Pass
- Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management100
- No destabilizing schema changes in the last 30 days.Pass
Tool Coverage71
- 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
- 0% of tool parameters carry a description.Fail
- Structured output schemas are declared (100% of tools); any adoption earns full credit.Pass
Tool Safety75
- No prompt-injection markers were found in the server instructions, tool names or descriptions we captured.Pass
- 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. See how to fix → Fail
- An AI judge read all 13 captured unit(s) of tool text and found none that tries to manipulate the model reading it.Pass
Capabilities100
- Implements a current MCP spec version (2026-07-28).Pass
Checks we ran (15)
- Known CVEs
- Install scripts
- Dependency health
- Source repository
- Provenance
- License
- Maintenance
- Security disclosure
- Schema quality
- Stability
- Tool coverage
- Injection markers
- Destructive annotations
- Judged manipulation
- MCP protocol
Checks we could not complete (1)
These are gaps on our side, not findings about this package. We only credit what we can confirm, so a category made up entirely of them scores 0.
- Malware scan in Supply Chain SecurityMalware scan not yet available for this package.
Does not apply to this package (2)
- Endpoint SecurityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
- Transport & ReachabilityScored on hosted endpoints only. A package has no live endpoint of its own for us to probe.
The score does not measure everything. What the score does not measure →
Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.
- 5 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- 3 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 2 Nov 26 −15
- Malware scan: pass → unverified ▼ security
- 1 Nov 26 +15
- Malware scan: unverified → pass ▲ security
- 31 Oct 26 −15
- Malware scan: pass → unverified ▼ security
- Stability: 0.97 → pass security
- 30 Oct 26 +15
- Malware scan: unverified → pass ▲ security
- Stability: pass → 0.97 functional
- 24 Oct 26 0
- Stability: 0.97 → pass security
- 23 Oct 26 0
- Stability: pass → 0.97 functional
Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.
Captured 5 Nov 2026 · Analysed pypi/wisegrid-mcp@0.1.0
Provenance No attestation
The registry publishes no build provenance for this version, so there is nothing to verify.
| Result | No attestation |
|---|---|
| Ecosystem | pypi |
| Reason | No attestation published |
Background: How many MCP packages publish verified provenance →
Install scripts 1 script
| Hook | Tier | Command |
|---|---|---|
| build_backend | Known build tool | hatchling.build |
Background: Why install scripts are a supply-chain risk →
Dependencies 22 packages
| Packages resolved | 22 |
|---|---|
| Stale | 1 |
| Tree resolution | Complete |
Background: SBOMs and build attestations, explained →
The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability. A tool's description is untrusted text the model reads on every call, which is what makes this list a security surface and not just an inventory: how tool poisoning works →
add_rows Add Rows ~103
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.
| Name | Type | Req | Description |
|---|---|---|---|
| rows | array | yes | – |
| sheet_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
delete_row Delete Row ~90
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.
| Name | Type | Req | Description |
|---|---|---|---|
| confirm | boolean | – | – |
| row_id | integer | yes | – |
| sheet_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
get_report Get Report ~30
Get a report's definition (its source sheets, columns and filters).
| Name | Type | Req | Description |
|---|---|---|---|
| report_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
get_sheet Get Sheet ~55
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.
| Name | Type | Req | Description |
|---|---|---|---|
| row_limit | integer | – | – |
| sheet_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
list_columns List Columns ~42
List a sheet's columns. Cell dictionaries are keyed by these column IDs as strings, so you need them before any write.
| Name | Type | Req | Description |
|---|---|---|---|
| sheet_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
list_reports List Reports ~30
List reports the API key can see.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| limit | integer | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
list_rows List Rows ~67
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.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| limit | integer | – | – |
| sheet_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
list_sheets List Sheets ~53
List sheets the API key can see. Cursor-paginated; pass the returned nextCursor to get the next page. Max limit 500.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| limit | integer | – | – |
Structured output declared, but exposes no named fields.
No examples provided.
run_report Run Report ~48
Run a report and return its rows, cursor-paginated. Max limit 500.
| Name | Type | Req | Description |
|---|---|---|---|
| cursor | string | – | – |
| limit | integer | – | – |
| report_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
update_row Update Row ~110
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.
| Name | Type | Req | Description |
|---|---|---|---|
| cells | object | yes | – |
| row_id | integer | yes | – |
| sheet_id | integer | yes | – |
| version | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
update_rows Update Rows ~93
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.
| Name | Type | Req | Description |
|---|---|---|---|
| rows | array | yes | – |
| sheet_id | integer | yes | – |
Structured output declared, but exposes no named fields.
No examples provided.
whoami Whoami ~43
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.
Input schema present but exposes no named parameters.
Structured output declared, but exposes no named fields.
No examples provided.
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.
pypi · wisegrid-mcp
claude mcp add ryankramer-wisegrid-mcp -- uvx wisegrid-mcp
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 66 out of 100 on VerifyMCP. We found no known CVEs affecting it as of 5 November 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 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.RyanKramer/wisegrid-mcp server under?
io.github.RyanKramer/wisegrid-mcp declares the MIT licence, which is OSI-approved. That covers the source only, and says nothing about the cost of any service it calls.
What did VerifyMCP test on the io.github.RyanKramer/wisegrid-mcp server?
VerifyMCP ran 15 checks on io.github.RyanKramer/wisegrid-mcp, covering Known CVEs, Install scripts, Dependency health, Source repository and 11 more. One item could not be completed, a gap on our side rather than a finding about io.github.RyanKramer/wisegrid-mcp: Malware scan. Endpoint Security and Transport & Reachability do not apply to a PyPI package, so they were not tested. The score does not measure everything, and the scoring documentation lists what it leaves out.