MCP servers › io.github.purahmanian › measure-mcp

MCP server · registry snapshot 2026-10-23 · last tested 2026-10-23

io.github.purahmanian/measure-mcp

AI tape measure: cookware capacity, recipe scaling, room fit, Amazon FBA size tiers, moving volume. — the publisher's description

7 of 8 record checks metRead-only · tools listed 2026-10-23Topic: iot-and-hardware · AI-classifiedversion 0.1.0PythonMITstandard input/output34 tools

Summary

io.github.purahmanian/measure-mcp is a local MCP server listed in the official MCP registry at version 0.1.0. On 2026-10-23 ProtocolProbe started its published package in an isolated sandbox in read-only mode and read its inventory: 34 tools, 0 resources and 0 prompts.

Record checks

7 of 8 record checks met · 1 does not apply

met: Registry entry is active and says how to run it
met: Source repository link opens
met: Repository is not archived
met: Code pushed to the repository in the 90 days before our check
not met: Repository publishes a security policy (SECURITY.md)
met: Package names its licence with a standard (SPDX) identifier
met: The version the registry lists can be installed and is not withdrawn
not applicable: npm package carries build provenance (attestation)
met: No known critical or high advisory in the package or its dependencies

#14,745 of 15,112 packages by monthly downloads, tied with 367 others
Not ranked by stars: 0 stars (ranked from 10)

From public records, not a safety rating. Each check with its reason · Is it safe to install?

Key facts

Runs: local package
Transport: standard input/output
Package: PyPI · listed version current
License: MIT
Dependencies: no known high or critical advisories
Repository: public
Tools: 34
Described as changing data: 3 of 34 toolsAI-classified
Mainly works on: files and code on the machine it runs onAI-classified
Topic: iot-and-hardwareAI-classified
Last tested: 2026-10-23

Add to your client

Worth knowing before you connect it

3 tools are described as changing something (room_floor_plan_svg, fba_draft_remeasure_request, moving_export_inventory): our AI model's reading of the descriptions, not something we tested. We did not call them.

Each line comes from a section below, with its source and date.

How fresh this is

Live-tested: yes, a real session (not a text-only review)
Last tested: 2026-10-23
Mode: read-only (no tool calls)
Latest version: 0.1.0, published 2026-10-16 (registry, as of the 2026-10-23 snapshot)
First listed version: 2026-10-16 (earliest version still in the registry; older removed versions would be earlier)
Registry data: snapshot 2026-10-23
Package and repository: checked 2026-10-23
Engine: mcp-runtime-engine@0.1.0 · sdk@1.32.0

Changes since the last refresh

New in the registry: not in the list of 2026-10-04, listed on 2026-10-23 with version 0.1.0 (published 2026-10-16).

Source: the official MCP Registry list on 2026-10-04 and on 2026-10-23.

What it is

What does this server offer?

Observed inventory

34tools

0resources

0prompts

What it mainly works on, as our AI model read its tool descriptions: files and code on the machine it runs on.

3 of 34 tools are described as changing something (creating, editing, deleting, sending or running). For 1 the reading was uncertain, so no mark is shown.

measure_depth_inforeads or searches
“Check what a photo or depth file contains BEFORE measuring from it.”
1 input, 1 required
- pathstringrequired
measure_objectreads or searches
“Size (length, width, height) of one object standing on a flat surface, from a depth capture or 3D scan.”
8 inputs, 1 required
- pathstringrequired
- rgb_pathstring or null
- bboxarray or string or null
- pointarray or string or null
- referenceobject or string or null
- unitsstring
- scan_unitsstring
- up_axisstring
measure_distance_between_pointsreads or searches
“Straight-line distance between two pixels of a depth capture (a doorway width, a shelf gap).”
6 inputs, 3 required
- pathstringrequired
- point_aarray or stringrequired
- point_barray or stringrequired
- rgb_pathstring or null
- referenceobject or string or null
- unitsstring
measure_list_reference_objectsreads or searches
“List everyday objects of known size (credit_card, us_quarter, us_letter, a4, half_sheet_pan, dollar_bill) that give a photo a metric scale, and how to pass one as `reference`.”
Takes no inputs.
measure_open_capturereads or searches
“Describe a capture bundle from the measure-mcp iOS app (a folder or .zip): depth.tiff, confidence, colour image and a capture.json sidecar with intrinsics, pose and device.”
1 input, 1 required
- pathstringrequired
measure_find_filesreads or searches
“List recent measurable files on this computer, newest first, with what each contains.”
2 inputs
- folderstring or null
- limitinteger or string
kitchen_measure_vesselreads or searches
“Capacity of a bowl, baking dish, cake pan, sheet pan or pot from one depth capture or 3D scan (to scale a recipe).”
12 inputs, 1 required
- pathstringrequired
- rgb_pathstring or null
- vessel_typestring
- bboxarray or string or null
- pointarray or string or null
- referenceobject or string or null
- materialstring
- wall_thickness_mmnumber or null
- depth_sourcestring
- unitsstring
- scan_unitsstring
- up_axisstring
kitchen_vessel_from_dimensions
“Build a vessel and its capacity from a standard pan name or typed dimensions; no photo, always works.”
15 inputs
- presetstring or null
- dimsstring or array or object or null
- dims_unitstring
- shapestring or null
- diameternumber or null
- lengthnumber or null
- widthnumber or null
- depthnumber or null
- bottom_diameternumber or null
- bottom_lengthnumber or null
- bottom_widthnumber or null
- profilestring or null
- corner_radiusnumber or null
- tube_diameternumber or null
- wall_thicknessnumber or null
kitchen_scale_recipecalculates or converts
“Scale a recipe written for one pan to another vessel, with kitchen-friendly amounts.”
10 inputs, 3 required
- ingredientsstring or arrayrequired
- source_vesselobject or stringrequired
- target_vesselobject or stringrequired
- recipe_kindstring or null
- modestring
- original_bake_minutesnumber or null
- original_temp_fnumber or null
- fill_fractionnumber or null
- roundingstring
- detailstring
room_load_scanreads or searches
“Read a room scan and report what was found (walls, doors, windows, objects, size, detected units and up axis).”
7 inputs, 1 required
- pathstringrequired
- formatstring
- scan_unitsstring
- up_axisstring
- known_dimensionobject or null
- north_degnumber or null
- unitsstring
room_summaryreads or searches
“Overall size of the room: footprint shape and vertices, floor area, ceiling height, volume, wall lengths, openings and objects.”
4 inputs, 1 required
- pathstringrequired
- unitsstring
- detailstring
- load_optionsobject or null
room_list_wallsreads or searches
“List the walls with a plain-language ``label`` (id, length, what is on it), length, height, direction, free segments between doors/openings, and what stands along them.”
5 inputs, 1 required
- pathstringrequired
- unitsstring
- min_free_length_mnumber
- detailstring
- load_optionsobject or null

Show 22 more tools

room_list_openingsreads or searches
“List doors, windows and open passages with width, height, sill and head height, wall, position and swing side.”
6 inputs, 1 required
- pathstringrequired
- kindstring or null
- wall_idstring or null
- unitsstring
- detailstring
- load_optionsobject or null
room_list_objectsreads or searches
“List furniture and appliances found in the scan with category, size (width x depth x height), footprint, height off the floor and nearest wall.”
5 inputs, 1 required
- pathstringrequired
- categorystring or null
- unitsstring
- detailstring
- load_optionsobject or null
room_check_fitreads or searches
“Will this item fit?”
14 inputs, 2 required
- pathstringrequired
- dimsstring or array or objectrequired
- targetobject or string or null
- clearancestring or object or null
- rotations_degarray or number or null
- respect_door_swingboolean
- windowsstring
- ignore_objectsarray or string or null
- max_resultsinteger
- unitsstring
- dims_unitstring or null
- item_namestring or null
- detailstring
- load_optionsobject or null
room_check_doorwayreads or searches
“Can this item go through that door or open passage?”
12 inputs, 3 required
- pathstringrequired
- dimsstring or array or objectrequired
- opening_idstringrequired
- door_statestring
- door_intrusion_mnumber or null
- allow_rollboolean
- allow_legs_removedboolean
- unitsstring
- dims_unitstring or null
- item_namestring or null
- detailstring
- load_optionsobject or null
room_floor_plan_svgdescribed as changing data
“Draw the room as a floor plan SVG: walls with dimension lines, doors with swing arcs, windows, furniture, and optionally a proposed item.”
11 inputs, 1 required
- pathstringrequired
- dimsstring or array or object or null
- placementobject or null
- show_dimensionsboolean
- show_labelsboolean
- px_per_minteger
- unitsstring
- output_namestring or null
- dims_unitstring or null
- item_namestring or null
- load_optionsobject or null
fba_analyzereads or searches
“START HERE for "what FBA tier and fee is this product?": one call returns the size tier, dimensional and shipping weight, the estimated fulfillment fee (this period, and the peak or non-peak alternat…”
15 inputs, 3 required
- dimsarray or string or objectrequired
- weightnumber or string or objectrequired
- pricenumber or stringrequired
- dims_unitstring or null
- weight_unitstring or null
- dims_sigmanumber or string or array or null
- weight_sigma_oznumber or string
- ship_datestring or null
- units_per_monthinteger or null
- margin_innumber
- margin_pctnumber
- max_shrink_pctnumber
- min_dimsarray or string or object or null
- include_fuel_surchargeboolean
- detailstring
fba_measure_packagereads or searches
“Measure the PACKAGED unit (the box or bag as it ships) from 1 to 5 scans of the same package.”
13 inputs
- pathstring or null
- pathsarray or string or null
- weightnumber or string or object or null
- weight_unitstring or null
- weight_sigma_oznumber or string
- unitsstring
- referenceobject or string or null
- bboxarray or string or null
- pointarray or string or null
- rgb_pathstring or null
- detailstring
- scan_unitsstring
- up_axisstring
fba_size_tierreads or searches
“Classify a packaged unit into its US Amazon FBA size tier (small standard, large standard, small bulky, large bulky, extra-large bands) and show how close it is to each limit.”
9 inputs, 2 required
- dimsarray or string or objectrequired
- weightnumber or string or objectrequired
- dims_unitstring or null
- weight_unitstring or null
- dims_sigmanumber or string or array or null
- weight_sigma_oznumber or string
- product_classstring
- as_ofstring or null
- detailstring
fba_fee_estimatereads or searches
“Estimate the US Amazon FBA per-unit fulfillment fee in USD for a packaged unit.”
13 inputs, 3 required
- dimsarray or string or objectrequired
- weightnumber or string or objectrequired
- pricenumber or stringrequired
- dims_unitstring or null
- weight_unitstring or null
- ship_datestring or null
- product_classstring
- include_fuel_surchargeboolean
- sipp_enrolledboolean or null
- dims_sigmanumber or string or array or null
- weight_sigma_oznumber or string
- units_per_monthinteger or null
- detailstring
fba_tier_headroomreads or searches
“Show how close a packaged unit is to every FBA tier, weight and fee-band threshold, and what to shrink to pay less.”
15 inputs, 3 required
- dimsarray or string or objectrequired
- weightnumber or string or objectrequired
- pricenumber or stringrequired
- dims_unitstring or null
- weight_unitstring or null
- dims_sigmanumber or string or array or null
- weight_sigma_oznumber or string
- margin_innumber
- margin_pctnumber
- max_shrink_pctnumber
- min_dimsarray or string or object or null
- ship_datestring or null
- units_per_monthinteger or null
- include_weight_optionsboolean
- detailstring
fba_audit_listingreads or searches
“Compare what Amazon has on file / charged against your own measurement and say whether a remeasurement request looks worthwhile.”
19 inputs, 2 required
- dimsarray or string or objectrequired
- pricenumber or stringrequired
- dims_unitstring or null
- dims_sigmanumber or string or array or null
- weightnumber or string or object or null
- weight_unitstring or null
- weight_sigma_oznumber or string
- amazon_dimsarray or string or object or null
- amazon_dims_unitstring or null
- amazon_weightnumber or string or object or null
- amazon_weight_unitstring or null
- amazon_tierstring or null
- amazon_feenumber or string or null
- charge_datestring or null
- ship_datestring or null
- fee_includes_fuel_surchargeboolean or null
- units_sold_since_chargeinteger or null
- units_per_monthinteger or null
- detailstring
fba_draft_remeasure_requestgenerates contentdescribed as changing data
“Draft (never send) a Seller Support remeasurement request.”
10 inputs
- auditobject or null
- asinstring or null
- skustring or null
- fnskustring or null
- amazon_dims_textstring or null
- measured_dims_textstring or null
- measurement_methodstring
- seller_namestring or null
- tonestring
- request_reimbursementboolean
fba_data_statusreads or searches
“Report which FBA rules dataset is in force and how much to trust it.”
1 input
- datestring or null
moving_cube_sheet_lookupreads or searches
“Look up how many cubic feet (and pounds) the movers' cube sheet assigns to an item, with sources.”
4 inputs, 1 required
- querystringrequired
- roomstring or null
- limitinteger
- unitsstring
moving_estimate_from_inventoryreads or searches
“Estimate the volume (cu ft / m3) and weight of a move from a list of belongings.”
6 inputs
- itemsarray or null
- inventory_textstring or array or null
- default_roomstring
- include_recommendationsboolean
- unitsstring
- detailstring
moving_estimate_from_scanreads or searches
“Estimate a move from a RoomPlan room scan (JSON export, USDZ, or a PLY/OBJ the room tools can load).”
10 inputs
- pathstring or array or null
- pathsarray or null
- room_namesarray or null
- extra_itemsarray or null
- fixture_policystring
- size_methodstring
- contents_allowancestring
- include_recommendationsboolean
- unitsstring
- detailstring
moving_estimate_objectreads or searches
“Volume of one oddly shaped object from measured size, ready to add to an inventory.”
9 inputs, 1 required
- namestringrequired
- dimsstring or array or object or null
- dims_unitstring
- pathstring or null
- referencestring or object or null
- roomstring or null
- unitsstring
- scan_unitsstring
- up_axisstring
moving_recommend_truckreads or searches
“Pick the smallest rental truck or van (U-Haul, Penske, Budget) for a load, by volume AND payload.”
10 inputs
- estimateobject or null
- estimate_idstring or null
- volume_cuftnumber or null
- weightnumber or integer or string or null
- weight_unitstring
- box_fractionnumber or null
- weight_lbnumber or null
- providersarray or null
- efficiencynumber or null
- unitsstring
moving_recommend_containerreads or searches
“Pick portable moving containers (PODS 8/12/16 ft, U-Haul U-Box) for a load, by volume AND weight limit.”
10 inputs
- estimateobject or null
- estimate_idstring or null
- volume_cuftnumber or null
- weightnumber or integer or string or null
- weight_unitstring
- box_fractionnumber or null
- weight_lbnumber or null
- familiesarray or null
- efficiencynumber or null
- unitsstring
moving_recommend_storagereads or searches
“Pick a self-storage unit size (5x5 up to 10x30) for a load, leaving an access aisle.”
7 inputs
- estimateobject or null
- estimate_idstring or null
- volume_cuftnumber or null
- box_fractionnumber or null
- ceiling_ftnumber
- efficiencynumber or null
- unitsstring
moving_export_inventorydescribed as changing data
“Turn an estimate into a printable or shareable inventory list for movers, insurance or storage.”
7 inputs
- estimateobject or null
- estimate_idstring or null
- formatstring
- output_namestring or null
- titlestring
- include_weightsboolean
- group_bystring
moving_data_inforeads or searches
“Report the versions, as-of dates, source URLs, verified/unverified row counts and staleness warnings of the moving data files (cube sheet, trucks, containers, storage units).”
Takes no inputs.

Each quoted sentence is the first sentence of the publisher’s own description. The kind of tool and the “changes data” mark are our AI model’s reading of that description, not something we tested: two differently worded runs had to agree, otherwise no label is shown, and nobody has checked them by hand. A tool without the “changes data” mark is described as only reading, searching or calculating, or the two runs did not agree. No tool was called. Read the publisher’s full description before relying on it. Inputs are the parameters in the tool's own input schema: name, declared type, whether it is required, and the first sentence of its description. Read 2026-10-23.

How well are its tools described?

Features #4 and #5

How clearly this server's own tool descriptions say what a tool does, and how consistent its tool list is. The first part is an AI model's yes/no reading of each description; the second part is counted. We do not turn it into a grade.

Descriptions

AI reading of each description

Says what the tool does: 100% of 34 tools
Says what it returns: 100% of 25 tools
States limits, defaults or errors: 11% of 28 tools
Says when to use it: 100% of 34 tools
Items covered per tool: 3.2 of 4 on average

Counted from the listing

Parameters with a description: 0% of 277
Tools with a description: 100% of 34
Typical description length: 1,085 characters

The tool set

Counted from the listing

Tools: 34
Size of the list: about 18,530 tokens for an agent to load (characters ÷ 4)
Naming: 34 of 34 names use snake_case

AI reading: easy to mix up

No pair found.

The AI items cover 34 of 34 tools: for a tool where two differently worded runs disagreed, that item is left out. They were not checked by hand, and no tool was called. “Easy to mix up” means two tools whose names or descriptions overlap without saying how they differ; the AI found none. We do not rate whether the tool set is complete or whether side effects are spelled out, because our AI reading of those was not reliable enough.

How do I add it to my client?

Config from the registry entry

From the PyPI package measure-mcp

Our sandbox started this package on 2026-10-23 (a read-only session: no tool was called).

Add to CursorAn install link in the format Cursor documents, holding the Cursor config below. The command runs the publisher’s code on your machine.

Claude Desktop · claude_desktop_config.json (Settings → Developer → Edit Config)

{
  "mcpServers": {
    "measure-mcp": {
      "command": "uvx",
      "args": [
        "measure-mcp==0.1.0"
      ]
    }
  }
}

Cursor · .cursor/mcp.json in a project, or ~/.cursor/mcp.json

{
  "mcpServers": {
    "measure-mcp": {
      "command": "uvx",
      "args": [
        "measure-mcp==0.1.0"
      ]
    }
  }
}

VS Code · .vscode/mcp.json

{
  "servers": {
    "measure-mcp": {
      "type": "stdio",
      "command": "uvx",
      "args": [
        "measure-mcp==0.1.0"
      ]
    }
  }
}

VS Code (command line) · Bash or zsh terminal (macOS, Linux)

code --add-mcp '{"name":"measure-mcp","type":"stdio","command":"uvx","args":["measure-mcp==0.1.0"]}'

Claude Code

claude mcp add --transport stdio measure-mcp -- uvx measure-mcp==0.1.0

Try it in the MCP Inspector · runs on your machine, opens in your browser · Node 22.19+

npx @modelcontextprotocol/inspector@2.11.0 -- uvx measure-mcp==0.1.0

This runs the publisher's code on your machine (uvx). Read its README first.
The MCP Inspector lists the server's tools, resources and prompts; a tool you call there runs for real.

Built from the server's registry entry with each client's documented format (checked 2026-10-14; the Cursor link and the VS Code command 2026-10-19; the MCP Inspector command 2026-10-21). Values in < > are yours to fill in; this page never contains a key. Where the server needs a setting the entry does not declare, it can still fail to start.

Can it be installed, and is it up to date?

Version pin · advisories

Listed version

Registry lists: 0.1.0
Latest stable: 0.1.0
Status: current
Withdrawn: no

Source: pypi.org · 2026-10-23. About the version the registry lists; a manual install may resolve to a different one.

Dependency advisories

Counted in the full dependency tree as resolved on 2026-10-23 (OSV.dev). Bars share one scale. The package itself has no known vulnerability (OSV.dev).

Integrity, provenance, license

Integrity: sha256-825bd23e8a43dd561…
License: MIT

Source: the package registry · 2026-10-23.

Usage

Downloads: 0 in the last month

Source: pypistats.org · 2026-10-23.

Does the registry listing match what we found?

Feature #6

The registry verifies a package once, when it is published, and does not re-check it. A difference below is about the listing, not a judgement of the publisher.

Registry says	We found	Result	Source · date
Published package can be started	Started and answered	matches	our test · 2026-10-23
Version 0.1.0 on PyPI	Exists and can be installed	matches	PyPI · 2026-10-23
Repository github.com/purahmanian/measure-mcp	Opens publicly	matches	api.github.com · 2026-10-23

Who made it?

Feature #7 · lineage

Facts about the publisher. We do not turn them into a trust score.

Namespace: io.github.purahmanian · 5 servers
GitHub owner: a personal account (purahmanian)

Repository: github.com/purahmanian/measure-mcp
Stars: 0
Repository age: 0–30 days
Last push: 0–30 days ago
Archived: no
Security policy: none found (we looked for SECURITY.md in the repository and in its owner’s .github repository)

Source: the registry entry and api.github.com · 2026-10-23; security policy read from GitHub · 2026-10-23.

Publish this server? Run these checks against it yourself before release, from your own machine: a server the command starts, or your own server at its URL after a one-time proof that you control it: npx protocolprobe-selftest.

Choosing

Record checks

Public records · not a safety rating

7 of 8 record checks met · 1 does not apply

#14,745 of 15,112 packages by monthly downloads, tied with 367 others
Not ranked by stars: 0 stars (ranked from 10)

MetRegistry entry is active and says how to run itActive, with a package or a remote address.
MetSource repository link opensThe linked GitHub repository is public.
MetRepository is not archivedNot archived.
MetCode pushed to the repository in the 90 days before our checkLast push 0-30 days before our check.
Not metRepository publishes a security policy (SECURITY.md)No SECURITY.md in the places GitHub reads it from.
MetPackage names its licence with a standard (SPDX) identifierMIT
MetThe version the registry lists can be installed and is not withdrawnThe listed version exists and is current.
Does not applynpm package carries build provenance (attestation)PyPI packages have no npm-style attestation.
MetNo known critical or high advisory in the package or its dependenciesNone known in the package or its dependency tree.

Read from public records only: the registry entry, npm/PyPI, GitHub and advisory databases, checked 2026-10-23. No tool was called. Only “met” and “not met” are counted, so the total differs between servers; a check that does not apply or that we could not run is listed, never counted against it. It is not a safety rating. How each check works · Leaderboards

Common questions about io.github.purahmanian/measure-mcp

Answered from the data above

Is io.github.purahmanian/measure-mcp safe to install?

We do not rate servers as safe or unsafe. 7 of its 8 applicable record checks are met (facts from public records, each listed on this page). What the records show: Its source repository opens publicly. Its repository had a push in the last 90 days. The listed version is the latest stable release. The package itself has no known vulnerability (OSV.dev). Its full dependency tree has no known advisory. 3 of its tools describe changing data (our AI model's reading of the descriptions). These are facts with their sources on this page, not a safety guarantee, and we did not run its tools.

Has io.github.purahmanian/measure-mcp been security tested?

Partly. 2 of the 12 checks that apply to it were exercised. We started the package in an isolated sandbox and read what it declares, but this test round was read-only, so its tools were not called. No security verdict is published before verification.

What can io.github.purahmanian/measure-mcp do?

It lists 34 tools. In our AI model's reading of their descriptions (two runs had to agree, nobody checked it by hand), they include tools that read or search, generate content and calculate or convert. We did not call any tool, so this describes the text, not the behaviour.

Can io.github.purahmanian/measure-mcp change or delete data?

3 of its tools say in their description that they create, edit, delete, send or run something (our AI model's reading). We did not call any tool, so we cannot say what actually happens.

Does io.github.purahmanian/measure-mcp publish a security policy?

We found no SECURITY.md in its repository (root, .github/ or docs/) or in its owner's .github repository.

Is the listed version current?

Yes. The registry lists 0.1.0, the latest stable release on PyPI.

Where is the source code of io.github.purahmanian/measure-mcp?

In github.com/purahmanian/measure-mcp, which opens publicly.

Found this page useful?

Anonymous · no sign-in

A quick, anonymous reaction — no account, no email. One per kind from your browser. The tally updates when the page is next refreshed, and it is only a rough count, never a safety rating or a measured number of people.

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Active servers whose topic is also “iot-and-hardware” and that have at least one tool of the same kind; most kinds in common first, then most GitHub stars. The topic and the tool kinds are an AI model's reading of the publishers' descriptions, not checked by hand. Similar is not a recommendation.

Compare with another server

Side by side: registry entry, our read-only session, the tools and the 18 classification fields. Same values as each page; no score.

Security testing

What did we test, and what did we leave out?

18 checks · features #1, #2

Not probed (read-only run)

We started the package in an isolated sandbox and read what it declares, but this test round was read-only, so its tools were not called. No security score is given; a check we did not run is never counted as passed.

The 18 checks at a glanceour test · 2026-10-23

Inventory: exercised
Hidden instructions: exercised
Real execution: not run · our policy
Secret leak: not run · nothing to check it against
Internal addresses: not run · our policy
Unconfirmed changes: not run · our policy
Bad input: not run · our policy
Model requests: not run · nothing to check it against
Sensitive questions: not run · nothing to check it against
Folder boundary: not run · our policy
Log leaks: not run · nothing to check it against
Hidden content: not run · nothing to check it against
Fake assistant turns: not applicable
Token passthrough: not applicable
Token audience: not applicable
Sign-in redirect: not applicable
Consent handling: not applicable
Sign-in metadata: not applicable

2 exercised10 not run (reason given)6 not applicable

Each check ends in exactly one state: exercised, not run (with the reason), or not applicable (with the reason). 2 of the 12 checks that apply to it were exercised. We do not publish security-check outcomes for named servers.

Exercised · 2

1Inventory
tool-listReads the declared tools, resources and prompts.exercised
2Hidden instructions
description-poisoningLooks for hidden instructions in tool descriptions.exercised

Not run, with the reason · 10

3Real execution
real-executionCalls a tool and checks what really happens.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
4Secret leak
canary-leakPlants a fake secret and checks whether it leaks.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
5Internal addresses
ssrfChecks whether a tool can be steered to internal addresses.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
6Unconfirmed changes
write-without-confirmationChecks whether tools that change data act without asking.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
7Bad input
error-handlingSends bad input and watches how the server answers.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
8Model requests
samplingChecks whether the server asks the client's model to act for it.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
9Sensitive questions
elicitation-sensitive-dataChecks whether the server asks users for sensitive data.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
10Folder boundary
root-boundaryChecks whether the server reaches outside the folders it was given.This check calls the package's tools. This test round was read-only, so no tool was called; tools can act on outside services with the publisher's or a user's account.not run · our policy
11Log leaks
logging-side-channelChecks whether log messages carry data they should not.This check needs at least one successful tool call to have something to check, and no tool was called.not run · nothing to check it against
12Hidden content
audience-hidingChecks resources that hide content from the user.This check needs content the server returns, and nothing was read or called.not run · nothing to check it against

Does not apply to this server · 6

13Fake assistant turns
fake-assistant-turnChecks prompts that pose as the assistant's own words.The server exposes no prompts.not applicable
14Token passthrough
token-passthroughChecks whether the server forwards a user's token to other services.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
15Token audience
token-audience-validationChecks whether tokens meant for another service are accepted.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
16Sign-in redirect
open-redirectChecks the sign-in redirect for abuse.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
17Consent handling
confused-deputyChecks consent handling when one service acts for another.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable
18Sign-in metadata
oauth-url-schemeChecks the published sign-in metadata for unsafe URLs.The server runs locally over standard input/output, so there is no sign-in flow to check.not applicable

Source: our own test in an isolated sandbox, 2026-10-23, mcp-runtime-engine@0.1.0. Which checks count and why follows our published scoring model.

What happened during the test?

Feature #8

The steps in order, as the test record holds them.

0 msStarted the published package in an isolated sandbox (read-only mode)
6,721 msConnected after 0 redirects.
Read the inventory: 34 tools, 0 resources, 0 prompts.
7,259 msFinished: 2 checks exercised.

Reference

How is it classified?

18 fields

One value per field, each with its source. Fields written by AI models are marked. A field with no value says why.

TopicAI-classified

iot-and-hardware

AI-classified · 2026-10-23

Pricing modelAI-classified

not checked

no website in the registry entry

Programming language

Python

api.github.com · 2026-10-23

Hosting type

local package

registry · 2026-10-23

MCP capability

prompts, resources, tools

our test · 2026-10-23

Transport

standard input/output

registry · 2026-10-23

Required credentials

none declared

registry · no declaration is not a guarantee

Package registry

pypi

registry · 2026-10-23

Freshness

0–30 days

registry updatedAt · 2026-10-23

Lifecycle status

active

registry · 2026-10-23

License class

permissive

package registry · 2026-10-23

Integrity hash

declared (sha256)

package registry · 2026-10-23

Signature / provenance

does not apply

PyPI publishes no registry signature or attestation equivalent to npm dist.signatures

Dependency advisories

none known

OSV.dev · 2026-10-23

Popularity

0 downloads a month

package registry · 2026-10-23

Publisher signals

owner: a personal account · repository age: 0–30 days · stars: 0–9

api.github.com · 2026-10-23

Maintenance

active

api.github.com · 2026-10-23

Environment

your machine

where it runs, from the hosting type

“Not stated” means the source did not state it; “does not apply” means it does not apply to this kind of server; “our limit” means our own lookup failed. A linked value opens the directory filtered to the same value.

Cite or correct this page

Sources and corrections

Suggested citation

ProtocolProbe. “io.github.purahmanian/measure-mcp: MCP server record.” Data checked 2026-10-23. https://protocolprobe.com/mcp/servers/io.github.purahmanian/measure-mcp

Figures are valid for the date shown. Our facts on this page are CC BY 4.0: reuse them with a link and the check date. Quoted text (the publisher’s descriptions, website quotes, tool names) is not ours to license.

As JSON: this record in the API · API documentation.

Badge for your README

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It shows this server's record-check count: facts from public records, no tool called. It is not a security rating or a pass. It links here and updates after each data reload.

Something wrong, or is this yours?

If a fact here is wrong, tell us and we will re-check it. If you operate this server, you can run our checks on it yourself with the free self-test command; we call no server’s tools ourselves for anything shown here.

Write to hello@protocolprobe.com · corrections log · methodology