Imagerev
imagerevReverse Image: Google Lens / Yandex / Bing / TinEye search links
Input Schema
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
Output Schema
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
imagerevReverse Image: Google Lens / Yandex / Bing / TinEye search links
| Name | Required | Description | Default |
|---|---|---|---|
| q | No |
| Name | Required | Description | Default |
|---|---|---|---|
No arguments | |||
Changes observed during successful MCP inspections.
Does the description disclose side effects, auth requirements, rate limits, or destructive behavior?
With no annotations, the description must carry the full behavioral burden. It does disclose that the output is 'search links' rather than direct results, but it does not explain that the image may be sent to third-party services, whether an upload or URL is required, or any limits.
Agents need to know what a tool does to the world before calling it. Descriptions should go beyond structured annotations to explain consequences.
Is the description appropriately sized, front-loaded, and free of redundancy?
The description is short, front-loaded, and free of filler; the engine list is compact and directly useful. It could be improved by adding q semantics in a full sentence, but it is not verbose.
Shorter descriptions cost fewer tokens and are easier for agents to parse. Every sentence should earn its place.
Given the tool's complexity, does the description cover enough for an agent to succeed on first attempt?
The output schema likely explains return shape, but the input contract—what q is and how the image is provided—is missing. Combined with no annotations and no usage guidance, this leaves a critical gap for a tool that interacts with external reverse-image services.
Complex tools with many parameters or behaviors need more documentation. Simple tools need less. This dimension scales expectations accordingly.
Does the description clarify parameter syntax, constraints, interactions, or defaults beyond what the schema provides?
The only parameter, q, has zero schema description coverage and the description never explains what q should contain (image URL, base64 data, file path, etc.) or why it defaults to an empty string. An agent cannot confidently construct a correct invocation.
Input schemas describe structure but not intent. Descriptions should explain non-obvious parameter relationships and valid value ranges.
Does the description clearly state what the tool does and how it differs from similar tools?
States a specific operation ('Reverse Image') and the concrete resource/output: search links for Google Lens, Yandex, Bing, and TinEye. This distinguishes it from image-metadata siblings like imageexif or imagehash, though it does not explicitly name an alternative.
Agents choose between tools based on descriptions. A clear purpose with a specific verb and resource helps agents select the right tool.
Does the description explain when to use this tool, when not to, or what alternatives exist?
No guidance on when to use this tool versus related siblings like revimg or other image tools. The intended context is implied but prerequisites such as whether the image must be a publicly accessible URL are not stated.
Agents often have multiple tools that could apply. Explicit usage guidance like "use X instead of Y when Z" prevents misuse.
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