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I do everything related to image and slide asset generation

Ownership verified
Status
Healthy
Uptime
94.5% over 20 days
Last Tested
Transport
Streamable HTTP ยท MCP 2025-11-25
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TDQS

C2.3/5.0

Scored across 4 tools

Disambiguation2/5

generate_image and generate_single_graphic appear to both produce a single visual, with no clear distinction between 'image' and 'graphic'. An agent cannot confidently choose between them, creating overlapping purposes.

Naming Consistency4/5

All names use snake_case with a verb-first pattern (converse, generate_*). Minor inconsistency exists in noun choice ('image' vs 'graphics') and quantity specification, but the pattern is largely predictable.

Tool Count4/5

Four tools is a reasonable count for a focused image/graphic generation agent. However, generate_image and generate_single_graphic likely duplicate functionality, slightly inflating the count.

Completeness2/5

Despite being a 'Slidegen Agent,' the tool set only generates images/graphics and offers conversation. There are no tools to create, assemble, or export slides/presentations, leaving a significant gap in the stated domain.

Available Tools

4 tools
converseCInspect

Reply conversationally when the request is ambiguous or needs clarification.

ParametersJSON Schema
NameRequiredDescriptionDefault
reply_hintNoOptional hint for the conversational reply.

TDQS

C2.9/5.0
Behavior2/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden. It says nothing about whether this ends the turn, whether it mutates state, whether it should be combined with other tool calls, or what the reply consists of โ€” significant gaps for a tool with zero structured behavioral coverage.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness4/5

Is the description appropriately sized, front-loaded, and free of redundancy?

A single tight sentence that front-loads the action and appends the trigger condition; nothing is wasted. It is efficient, though it is efficient at a fairly low level of detail.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness3/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

The tool is low-complexity (one optional param, no output schema), so the short description is defensible, but with no annotations and no output schema the description should at least clarify the conversational fallback's role in the turn lifecycle. It stops just short of that.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

There is one optional parameter (reply_hint) whose schema description already covers it at 100% coverage, so the baseline of 3 applies. The description adds no syntax, format, or influence guidance beyond what the schema already supplies.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose3/5

Does the description clearly state what the tool does and how it differs from similar tools?

It gives a verb ('reply conversationally') and a trigger condition ('when the request is ambiguous or needs clarification'), which separates it from the calendar siblings by function. However, the 'resource' is nebulous โ€” there is no statement of what the reply acts on or produces, so the agent must infer it is a non-action fallback.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines3/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

The description names one condition for use: ambiguity or need for clarification. It implies, but never states, that the event-management siblings (add/update/delete/check events) are the alternative when the request is clear, leaving the when-not boundary to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

generate_imageDInspect

๐Ÿ–ผ๏ธ Slidegen: generate image

ParametersJSON Schema
NameRequiredDescriptionDefault
detailNoSpecific parameters for this action.

TDQS

D1.7/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden of behavioral disclosure, and it discloses nothing: no indication of what is generated (format, size, style), whether the operation is costly or rate-limited, whether it requires auth, or how results are returned.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

It is brief, but brevity here comes from under-specification rather than efficiency, and the leading emoji consumes the front-loaded position that should carry the purpose statement.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

With no annotations, no output schema, a vacuous parameter description, and three similarly named siblings, the definition supplies nothing an agent needs to invoke this tool correctly. It is inadequate for a generation tool whose cost and output shape matter.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters2/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is nominally 100%, but the sole parameter's description is contentless filler ('Specific parameters for this action.'), so the coverage is not substantive. The tool description adds no meaning about what 'detail' should contain, leaving the single input effectively undocumented.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description '๐Ÿ–ผ๏ธ Slidegen: generate image' merely restates the tool name and title, adding no scope, output type, or constraints. It does not distinguish this tool from siblings generate_single_graphic and generate_multiple_graphics, which is exactly the differentiation an agent needs.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no when-to-use guidance, no prerequisites, and no mention of the sibling tools it could be confused with (generate_single_graphic, generate_multiple_graphics). The agent is left to guess whether this is the single-image or multi-image path.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

generate_multiple_graphicsDInspect

๐Ÿ–ผ๏ธ Slidegen: generate multiple graphics

ParametersJSON Schema
NameRequiredDescriptionDefault
detailNoSpecific parameters for this action.

TDQS

D1.9/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

With no annotations provided, the description carries the full behavioral burden but offers no disclosure of traits such as output format, batch limits, rate limits, permissions, or asynchronous behavior. It merely repeats the action verb without any behavioral detail.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is a single fragment that restates the name and does not front-load any useful information. While brief, it is under-specified rather than concise, failing to earn its place by adding any agent-relevant content.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness1/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that this is an image-generation tool with no annotations and no output schema, the description is completely inadequate. It does not explain what 'multiple' entails, how many graphics, what inputs are expected, or what the agent should expect in return, leaving a critical gap for correct invocation.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema description coverage is 100%, so the single parameter 'detail' is technically documented in the input schema, albeit with a generic description. The tool description does not add any additional meaning, but the baseline for full schema coverage is 3.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose2/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description 'Slidegen: generate multiple graphics' is essentially a restatement of the tool name, adding only a product prefix. It does not elaborate on what 'multiple graphics' means or how it differs from the sibling tool 'generate_single_graphic' beyond the word 'multiple'. This falls into the tautology category.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

No guidance is given on when to use this tool versus alternatives like generate_single_graphic, generate_image, or converse. The description lacks any context about prerequisites, appropriate scenarios, or exclusions, leaving usage entirely to inference.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

generate_single_graphicCInspect

๐Ÿ–ผ๏ธ Slidegen: generate single graphic

ParametersJSON Schema
NameRequiredDescriptionDefault
detailNoSpecific parameters for this action.

TDQS

C2.4/5.0
Behavior1/5

Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?

No annotations are provided, so the description carries the full burden of behavioral disclosure. It says nothing about permissions, side effects, output format, rate limits, or whether the operation is read-only or mutating. This is a critical gap for a generation tool.

Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.

Conciseness2/5

Is the description appropriately sized, front-loaded, and free of redundancy?

The description is extremely short, but not because it is efficiently conveying information; it is under-specified. It reads more like a title or label than a useful tool definition, so its brevity reflects missing substance rather than good conciseness.

Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.

Completeness2/5

Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?

Given that there are no annotations, no output schema, and sibling tools with overlapping purposes, the description is insufficient for an agent to call this tool correctly. It does not explain what a 'graphic' is, what 'detail' should contain, or how the result is returned.

Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.

Parameters3/5

Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?

Schema coverage is 100%, and the single parameter 'detail' is documented in the schema as 'Specific parameters for this action.' The description adds no further meaning or formatting guidance, which meets the baseline of 3 when the schema already covers parameter documentation.

Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.

Purpose4/5

Does the description clearly state what the tool does and how it differs from similar tools?

The description names a clear verb and resource: generate a single graphic. It implicitly distinguishes from the sibling generate_multiple_graphics, but does not clarify how it differs from generate_image or what 'Slidegen' or 'graphic' means in this context.

Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.

Usage Guidelines2/5

Does the description explain when to use this tool, when not to, or what alternatives exist?

There is no guidance on when to use this tool versus the sibling tools like generate_image, generate_multiple_graphics, or converse. The description only states what it does, leaving the agent to infer the appropriate context.

Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 8 tool updates
    • Addedconverse
    • Addedgenerate_image
    • Addedgenerate_multiple_graphics
    • Addedgenerate_single_graphic
    • Removedslidegen__converse
    • Removedslidegen__generate_image
    • Removedslidegen__generate_multiple_graphics
    • Removedslidegen__generate_single_graphic
  2. 4 tool updates
    • First observedslidegen__converse
    • First observedslidegen__generate_image
    • First observedslidegen__generate_multiple_graphics
    • First observedslidegen__generate_single_graphic

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