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Find the free ImgVX AI browser tool for any image job: remove backgrounds, upscale, compress.

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Status
Healthy
Uptime
100.0% over 24 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
ismailgalaxys25-del/imgvx-ai-mcp
GitHub Stars
0

TDQS

A3.9/5.0

Scored across 3 tools

Disambiguation3/5

get_pricing is clearly distinct, but find_image_tool and list_image_tools overlap substantially—both surface image tools with descriptions and links. Descriptions do differentiate them (task-based search vs. full/category listing), but an agent could reasonably misselect when a user asks 'what image tools do you have?'.

Naming Consistency4/5

All three follow a verb_noun pattern (find_, list_, get_). Minor deviations: find_image_tool uses singular 'tool' while list_image_tools uses plural, and only two of three carry the 'image' qualifier, but the convention is still predictable.

Tool Count4/5

Three tools is on the thin side but reasonable for a free-tool directory whose job is pointing users at external links. Each tool earns its place; a single-tool detail lookup would be the only natural addition.

Completeness4/5

Find, list, and pricing cover the core discovery workflow, and find results include descriptions and links. The only real gap is fetching details for one specific tool (no get_image_tool), which agents can work around via search or list.

Available Tools

3 tools
find_image_toolFind an ImgVX AI image toolA
Read-onlyIdempotent
Inspect

Finds the free ImgVX AI browser tool for an image task the user describes, such as removing a background, upscaling, erasing an object, enhancing or colorizing a photo, compressing to a file size, resizing, cropping or converting HEIC, PNG, JPG, WebP or PDF. Returns matching tools with what each does and a link to open it; every tool is free with no sign-up. This tool does not edit images itself: the user opens the link and edits the image in their own browser.

NameRequiredDescriptionDefault
taskYesWhat the user wants to do to their image, in a few words (e.g. "remove background", "make photo 4x bigger", "compress to 100 KB").
languageNoOptional: the user's language, for a link to the page in that language where one exists.

TDQS

A4.2/5.0
Behavior4/5

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

Goes well beyond the annotations by disclosing the return shape (matching tools with what each does plus a link), the zero-cost/no-signup property, and critically that this tool performs no editing itself — the user must open the link in a browser. Annotations already cover read-only/idempotent safety, so this adds real context. It stops short of saying what happens when no tool matches.

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?

Three sentences, front-loaded with the core action, with the task enumeration and the "does not edit images" caveat placed after. The long example list is dense but each item maps to a real task the matcher accepts, so it earns its space.

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

Completeness5/5

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

With no output schema, the description takes on the burden of describing results and does so (matching tools, their purpose, an open link). It also preempts the most likely agent misuse — assuming this tool performs the edit. Nothing needed to invoke it correctly is missing.

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 task param already includes example values, so the description adds little parameter-level meaning. The language parameter with its 40-value enum is documented in schema but never mentioned in the description, though the schema handles it adequately.

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

Purpose5/5

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

States a specific verb ("Finds") and a specific resource ("free ImgVX AI browser tool") scoped to a described image task, and enumerates the task space (background removal, upscaling, compression, format conversion). This distinguishes it from list_image_tools, which by name enumerates rather than matches a described task.

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

Usage Guidelines4/5

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

Establishes the triggering condition ("for an image task the user describes") and gives concrete example phrasings that map to the task parameter. It does not explicitly name list_image_tools or get_pricing as alternatives, but the usage boundary is clear enough to select correctly.

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

get_pricingImgVX AI pricingA
Read-onlyIdempotent
Inspect

Returns what ImgVX AI costs: nothing. Every tool is free with no sign-up, no login, no daily limit and no watermark.

NameRequiredDescriptionDefault

No parameters

TDQS

A4.2/5.0
Behavior4/5

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

Annotations already declare readOnlyHint, idempotentHint, and destructiveHint=false, so the safety profile is covered. The description adds useful context beyond annotations by stating there is no sign-up, login, daily limit, or watermark, which clarifies access constraints and product terms.

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

Conciseness5/5

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

The description is a single tight sentence that front-loads the core answer ("nothing") and then adds supporting terms. Every clause earns its place.

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

Completeness4/5

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

For a zero-parameter pricing lookup with an obvious purpose, the description supplies the key business facts an agent needs. It does not specify the exact return shape, but given the tool's simplicity and lack of output schema, that is a minor gap.

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

Parameters4/5

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

There are zero parameters, so there is no parameter semantics to explain. The baseline for a parameterless tool is 4, and the description does not need to compensate for missing schema documentation.

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

Purpose5/5

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

The description states a specific verb ("Returns") and a specific resource ("what ImgVX AI costs"), making the tool's purpose immediately clear. The sibling tools are unrelated image tools, so no further differentiation is needed.

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?

Usage is implied by the purpose: call this when pricing information is needed. However, the description does not explicitly say when to use it or contrast it with alternatives, leaving the agent to infer the trigger condition.

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

list_image_toolsList ImgVX AI toolsA
Read-onlyIdempotent
Inspect

Lists every ImgVX AI image tool, optionally in one category, with a short description and a link.

NameRequiredDescriptionDefault
categoryNoOptional category.

TDQS

A3.8/5.0
Behavior4/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, destructiveHint=false, and openWorldHint=false, so the safety profile is fully covered by structured data. The description adds value beyond that by disclosing the return contents ('a short description and a link'), which matters because no output schema exists. It stops short of describing ordering, pagination, or result size — minor for an enumerate tool.

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

Conciseness5/5

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

A single sentence that front-loads the core action and folds in the filter and return shape without any filler. Every clause earns its place and nothing is repeated from the title or schema.

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

Completeness4/5

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

For a zero-required-parameter read tool with no output schema, the description supplies the essentials: what is listed, the optional filter, and what each item contains. It is nearly complete; only result ordering or volume guidance is missing, which is a minor gap.

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% and the single enum-constrained parameter is already documented with its allowed values. The description's 'optionally in one category' only restates optionality that the schema already conveys (not in required), adding no format or semantic detail beyond it. Baseline 3 applies.

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 states a specific verb and resource ('Lists every ImgVX AI image tool') plus the optional category narrowing and the shape of each returned entry. It distinguishes itself implicitly from find_image_tool by emphasizing 'every', but it never names the sibling or explains how the two differ for an agent choosing between them.

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?

'Optionally in one category' hints that the tool is used as a browse/enumerate operation rather than a targeted lookup, which implies its role beside find_image_tool. However, there is no explicit when-to-use statement, no when-not-to-use, and no mention of the sibling that would cover the search case instead.

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. 1 tool update
    • Changedlist_image_tools1 field changed
      • changedInput schema / properties / category / enum
        Previous value: -[
        -  "ai",
        -  "compress-resize",
        -  "adjust",
        -  "effects",
        -  "edit",
        -  "convert",
        -  "inspect",
        -  "art",
        -  "create"
        -]New value: +[
        +  "ai",
        +  "compress-resize",
        +  "adjust",
        +  "effects",
        +  "edit",
        +  "convert",
        +  "inspect",
        +  "art",
        +  "graphics",
        +  "create"
        +]
  2. 1 tool update
    • Changedlist_image_tools1 field changed
      • changedInput schema / properties / category / enum
        Previous value: -[
        -  "ai",
        -  "compress-resize",
        -  "adjust",
        -  "effects",
        -  "edit",
        -  "convert",
        -  "inspect",
        -  "create"
        -]New value: +[
        +  "ai",
        +  "compress-resize",
        +  "adjust",
        +  "effects",
        +  "edit",
        +  "convert",
        +  "inspect",
        +  "art",
        +  "create"
        +]
  3. 3 tool updates
    • First observedfind_image_tool
    • First observedget_pricing
    • First observedlist_image_tools

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