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AI photo tools from Tancky AI (https://tancky.io): image combiner, couple, family and wedding photos, background remover and upscaler. Lists each tool with its link and searches Tancky AI photo editing guides.

Ownership verified
Status
Healthy
Uptime
100.0% over 19 days
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
Repository
tancky777/ai-image-combiner
GitHub Stars
0
Server Listing
tancky-ai-image-combiner

TDQS

A3.7/5.0

Scored across 2 tools

Disambiguation4/5

list_tools enumerates the AI photo product tools while search_guides retrieves documentation/articles, so the two target clearly different resources. The boundary is mostly clear, though an agent might briefly wonder whether 'tools' and 'guides' overlap as content types.

Naming Consistency5/5

Both names follow a strict verb_noun snake_case pattern (list_tools, search_guides) with consistent imperative verbs. There is no deviation in convention.

Tool Count3/5

Two tools is thin even for a lightweight discovery server, and there is no way to fetch a single tool or guide by identifier. It is borderline rather than clearly mismatched given the narrow informational scope.

Completeness3/5

The surface covers browsing products and searching guides, but lacks a get_tool or get_guide detail operation, leaving potential dead ends once a user wants specifics. Core discovery workflows work, but lifecycle coverage is partial.

Available Tools

2 tools
list_toolsA
Read-onlyIdempotent
Inspect

List the Tancky AI photo tools (AI image combiner, couple, family and wedding photos, background remover, upscaler) with links and descriptions.

NameRequiredDescriptionDefault
localeNoLanguage of the returned links, defaults to en

TDQS

A3.5/5.0
Behavior3/5

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

Annotations already declare readOnlyHint=true, idempotentHint=true, and openWorldHint=false, so the safety profile is covered structurally. The description adds only that results come 'with links and descriptions,' which is useful return context but not deep behavioral disclosure; any pagination or rate-limit behavior is unstated.

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?

One sentence, front-loaded with the verb and resource, and the parenthetical enumeration of tools is information-bearing rather than filler. Slightly dense but nothing wasted.

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 simple, safe read-only listing tool with one optional parameter, no output schema, and full annotation coverage, the description tells the agent what it returns and which language it can request. Only sibling differentiation 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?

There is a single optional locale parameter with 100% schema description coverage (enum en/zh, default en), so the schema fully documents it. The description adds nothing about the parameter, so the 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 (List) and resource (Tancky AI photo tools) and even enumerates the catalog contents, so an agent knows exactly what it returns. It does not, however, differentiate itself from the sibling search_guides, leaving that distinction to inference.

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 only implied: a catalog-listing tool for discovering available photo tools. There is no explicit statement of when to prefer this over search_guides, no prerequisites, and no exclusions.

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

search_guidesA
Read-onlyIdempotent
Inspect

Find Tancky AI guides about combining, blending and editing photos with AI. Omit query to list all guides.

NameRequiredDescriptionDefault
queryNoKeywords, for example "blend two photos"

TDQS

A3.6/5.0
Behavior3/5

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

Annotations already declare readOnlyHint, idempotentHint, non-destructive and openWorld=false, so the safety profile is fully covered. The description adds the no-query listing behavior, but says nothing about result limits, ranking, or matching semantics.

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?

Two short sentences with zero filler; the core purpose is front-loaded and the optional-parameter behavior follows immediately.

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 single-optional-param search tool with annotations carrying the safety profile, the description is nearly sufficient. With no output schema, it could have said what a result looks like (e.g., guide titles/snippets), but that 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 coverage is 100% and the parameter is optional with a documented example ('blend two photos'). The description adds the omit-query behavior, but that is already implied by the schema having no required fields, so little net-new meaning is contributed.

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?

States a specific verb ('Find') and resource ('Tancky AI guides') with domain scoping (combining, blending, editing photos). It doesn't distinguish itself from the sibling list_tools, whose name overlaps with the 'list all guides' behavior described here.

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?

'Omit query to list all guides' gives explicit guidance for one usage branch, which is genuinely useful. However, it never contrasts with the sibling list_tools, so an agent cannot tell when to prefer this tool over that one.

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. 2 tool updates
    • First observedlist_tools
    • First observedsearch_guides

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