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AIURION Agentic 3D Printing — San Francisco: tool descriptions scored com.aiurion/agentic-3d-printing

tools/list taken
(UTC)
Connected to
https://aiurion.com/api/agent/v1/mcp
Scoring rules
v2
Score this URL as it is today

Scores, issues and names only

This page shows how AIURION Agentic 3D Printing — San Francisco (com.aiurion/agentic-3d-printing)'s tool descriptions scored, the issues found and the names of its tools and parameters. The descriptions are the server's own: read them where the copy came from.

Forecall asked the URL this server lists in the official MCP Registry for its tools/list once, on the date above, without calling any tool. The server may have changed since.

servers/com.aiurion/agentic-3d-printing
Average score
60.1 / 100Cloudy
Tools
17
Near-identical descriptions
0

Across the server

No server-wide issues.

Tools

prepare_enclosure

47 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
8 / 25
Return value
15 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: parameters.activeTemplate, parameters.lengthMm, parameters.widthMm, parameters.heightMm, parameters.wallMm, parameters.basePlateThicknessMm, parameters.lidThicknessMm, parameters.cornerRadiusMm, parameters.holeDiameterMm, parameters.riserHeightMm, parameters.standoffCount, parameters.portCount, parameters.ioCutouts, parameters.ioCutouts[].shape, parameters.ioCutouts[].wall, parameters.ioCutouts[].offsetMm, parameters.ioCutouts[].verticalOffsetMm, parameters.ioCutouts[].widthMm, parameters.ioCutouts[].heightMm, parameters.ioCutouts[].diameterMm, parameters.wallPattern, parameters.diagonalVentAngleDeg, parameters.diagonalVentLengthMm, parameters.diagonalVentWidthMm, parameters.diagonalVentSpacingMm, parameters.voronoiWallEnabled, parameters.voronoiWallTarget, parameters.voronoiMaxOverhangDeg, parameters.voronoiCellSizeMm, parameters.voronoiWebMm, parameters.voronoiSeed, parameters.includePcb, parameters.driveEnclosureFromPcb, parameters.pcbLengthMm, parameters.pcbWidthMm, parameters.pcbThicknessMm, parameters.pcbHoleSpacingX, parameters.pcbHoleSpacingY, parameters.pcbWallClearanceMm, parameters.pcbMountingHoles, parameters.includeLid, parameters.includeLidLip, parameters.fastenerMode, parameters.lidScrewHolesEnabled, parameters.lidScrewPlacement, parameters.lidScrewSize, parameters.pcbScrewSize, parameters.lidLipDepthMm, parameters.lidFitClearanceMm, parameters.ventEnabled, parameters.ventPattern, parameters.ventSlotCount, parameters.ventSlotLengthMm, parameters.ventSlotWidthMm, parameters.ventSlotSpacingMm, parameters.ventSlotRotationDeg, parameters.materialId.param_no_description
  • Minor
    String arguments with no constraint or example: parameters.activeTemplate.loose_string_param
  • Minor
    No `required` list, so every argument is optional.no_required
  • Minor
    The meaning of the boolean argument parameters.voronoiWallEnabled is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.includePcb is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.driveEnclosureFromPcb is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.includeLid is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.includeLidLip is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.lidScrewHolesEnabled is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.ventEnabled is unclear.vague_boolean

printing.orders.get

50 / 100Cloudy

Purpose
10 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

prepare_workholding

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: parameters.fixtureType, parameters.jawMount, parameters.jawLength, parameters.jawHeight, parameters.jawThickness, parameters.jawGrip, parameters.jawGap, parameters.jawHoleSpacing, parameters.jawHoleHeight, parameters.jawBore, parameters.jawCounterbore, parameters.jawRecess, parameters.clampWidth, parameters.clampThickness, parameters.clampOverlap, parameters.clampBoltOffset, parameters.clampY, parameters.shape, parameters.partLength, parameters.partWidth, parameters.partHeight, parameters.stockLength, parameters.stockWidth, parameters.floor, parameters.depth, parameters.clearance, parameters.rotation, parameters.offsetX, parameters.offsetY, parameters.preset, parameters.materialId, parameters.fulfillmentMethod, parameters.productionSpeed, parameters.holes, parameters.holes[].x, parameters.holes[].y, parameters.holes[].diameter, parameters.holes[].counterbore, parameters.holes[].recess, parameters.outline.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description

printing.sessions.start

54 / 100Cloudy

Purpose
14 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

quote_workholding

54 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
12 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: configuration.fixtureType, configuration.jawMount, configuration.jawLength, configuration.jawHeight, configuration.jawThickness, configuration.jawGrip, configuration.jawGap, configuration.jawHoleSpacing, configuration.jawHoleHeight, configuration.jawBore, configuration.jawCounterbore, configuration.jawRecess, configuration.clampWidth, configuration.clampThickness, configuration.clampOverlap, configuration.clampBoltOffset, configuration.clampY, configuration.shape, configuration.partLength, configuration.partWidth, configuration.partHeight, configuration.stockLength, configuration.stockWidth, configuration.floor, configuration.depth, configuration.clearance, configuration.rotation, configuration.offsetX, configuration.offsetY, configuration.preset, configuration.materialId, configuration.quantity, configuration.fulfillmentMethod, configuration.productionSpeed, configuration.holes, configuration.holes[].x, configuration.holes[].y, configuration.holes[].diameter, configuration.holes[].counterbore, configuration.holes[].recess, configuration.outline.param_no_description

quote_stamping

56 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
14 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: configuration.parameters, configuration.parameters.pattern, configuration.parameters.width, configuration.parameters.height, configuration.parameters.operation, configuration.parameters.artwork, configuration.parameters.guided, configuration.parameters.depth, configuration.parameters.thickness, configuration.parameters.blend, configuration.parameters.clearance, configuration.sheet, configuration.sheet.material, configuration.sheet.E, configuration.sheet.nu, configuration.sheet.yield, configuration.sheet.tangent, configuration.sheet.friction, configuration.sheet.quality, configuration.sheet.cycle, configuration.materialId, configuration.fulfillmentMethod, configuration.productionSpeed.param_no_description
  • Minor
    The meaning of the boolean argument configuration.parameters.guided is unclear.vague_boolean

get_workbench_capabilities

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

prepare_stamping

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
15 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Major
    Arguments without a description: parameters.pattern, parameters.width, parameters.height, parameters.operation, parameters.artwork, parameters.guided, parameters.depth, parameters.thickness, parameters.blend, parameters.clearance, sheet.material, sheet.E, sheet.nu, sheet.yield, sheet.tangent, sheet.friction, sheet.quality, sheet.cycle.param_no_description
  • Minor
    The description mentions none of its 3 or more arguments.params_not_in_description
  • Minor
    The meaning of the boolean argument parameters.guided is unclear.vague_boolean

printing.capabilities.get

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

printing.quotes.get

57 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
7 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

printing.quotes.preview

60 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
25 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

printing.quotes.update

62 / 100Cloudy

Purpose
20 / 20
When to use
0 / 20
Arguments
24 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context

prepare_gripper

65 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: configuration.mounting_slots, configuration.padMaterialId, configuration.rigidMaterialId, configuration.productionSpeed, configuration.fulfillmentMethod.param_no_description
  • Minor
    The meaning of the boolean argument configuration.mounting_slots is unclear.vague_boolean

quote_gripper

65 / 100Cloudy

Purpose
17 / 20
When to use
0 / 20
Arguments
23 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Says nothing about when to use it, or when not to.no_usage_context
  • Minor
    Arguments without a description: configuration.mounting_slots, configuration.padMaterialId, configuration.rigidMaterialId, configuration.productionSpeed, configuration.fulfillmentMethod.param_no_description
  • Minor
    The meaning of the boolean argument configuration.mounting_slots is unclear.vague_boolean

quote_enclosure

71 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
11 / 25
Return value
15 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Major
    Arguments without a description: parameters.activeTemplate, parameters.lengthMm, parameters.widthMm, parameters.heightMm, parameters.wallMm, parameters.basePlateThicknessMm, parameters.lidThicknessMm, parameters.cornerRadiusMm, parameters.holeDiameterMm, parameters.riserHeightMm, parameters.standoffCount, parameters.portCount, parameters.ioCutouts, parameters.ioCutouts[].shape, parameters.ioCutouts[].wall, parameters.ioCutouts[].offsetMm, parameters.ioCutouts[].verticalOffsetMm, parameters.ioCutouts[].widthMm, parameters.ioCutouts[].heightMm, parameters.ioCutouts[].diameterMm, parameters.wallPattern, parameters.diagonalVentAngleDeg, parameters.diagonalVentLengthMm, parameters.diagonalVentWidthMm, parameters.diagonalVentSpacingMm, parameters.voronoiWallEnabled, parameters.voronoiWallTarget, parameters.voronoiMaxOverhangDeg, parameters.voronoiCellSizeMm, parameters.voronoiWebMm, parameters.voronoiSeed, parameters.includePcb, parameters.driveEnclosureFromPcb, parameters.pcbLengthMm, parameters.pcbWidthMm, parameters.pcbThicknessMm, parameters.pcbHoleSpacingX, parameters.pcbHoleSpacingY, parameters.pcbWallClearanceMm, parameters.pcbMountingHoles, parameters.includeLid, parameters.includeLidLip, parameters.fastenerMode, parameters.lidScrewHolesEnabled, parameters.lidScrewPlacement, parameters.lidScrewSize, parameters.pcbScrewSize, parameters.lidLipDepthMm, parameters.lidFitClearanceMm, parameters.ventEnabled, parameters.ventPattern, parameters.ventSlotCount, parameters.ventSlotLengthMm, parameters.ventSlotWidthMm, parameters.ventSlotSpacingMm, parameters.ventSlotRotationDeg, parameters.materialId.param_no_description
  • Minor
    String arguments with no constraint or example: parameters.activeTemplate.loose_string_param
  • Minor
    The meaning of the boolean argument parameters.voronoiWallEnabled is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.includePcb is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.driveEnclosureFromPcb is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.includeLid is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.includeLidLip is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.lidScrewHolesEnabled is unclear.vague_boolean
  • Minor
    The meaning of the boolean argument parameters.ventEnabled is unclear.vague_boolean

printing.checkout.create

77 / 100Clear

Purpose
20 / 20
When to use
15 / 20
Arguments
24 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10

No issues.

printing.quotes.create

79 / 100Clear

Purpose
20 / 20
When to use
20 / 20
Arguments
21 / 25
Return value
8 / 15
Constraints and side effects
10 / 10
Examples
0 / 10
  • Minor
    String arguments with no constraint or example: file.file_id, file.mime_type.loose_string_param

What static scoring cannot tell

This score reads only the text of each description and schema: it says what is written, not what a model will do. Short tools whose names already say what they do, such as browser_close, score low here even when models use them well, and in our measurements current models chose the right tool in one step even from one-line descriptions, as long as the names and schemas differed. What the text cannot show, such as what happens over several steps and whether an added sentence helps or misleads, is what an evaluation measures, on the Pro and Team plans.

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