Discover and compare AI tools: search, browse categories, find alternatives and curated picks.
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List applications inside a specific category, paginated. Use this when the user wants to explore an area rather than search for a specific tool.
The category linkName (e.g. 'image-generation').
Page size.
Number of results to skip for pagination.
This tool isn't marked read-only, so it may change something on the server or in an account you connected.
List applications inside a specific category, paginated. Use this when the user wants to explore an area rather than search for a specific tool.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Page size. |
| offset | integer | Number of results to skip for pagination. |
| linkName* | string | The category linkName (e.g. 'image-generation'). |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"linkName"
],
"properties": {
"limit": {
"type": "integer",
"default": 20,
"maximum": 100,
"minimum": 1,
"description": "Page size."
},
"offset": {
"type": "integer",
"default": 0,
"minimum": 0,
"description": "Number of results to skip for pagination."
},
"linkName": {
"type": "string",
"minLength": 1,
"description": "The category linkName (e.g. 'image-generation')."
}
},
"additionalProperties": false
}Compare two AI tools side-by-side. Returns structured attributes for both (pricing, deployment, modality, content policy) so the client can recommend which fits a user's needs.
| Argument | Type | Description |
|---|---|---|
| linkName_a* | string | The canonical linkName of the first application (slug used in /application/<linkName>). |
| linkName_b* | string | The canonical linkName of the second application. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"linkName_a",
"linkName_b"
],
"properties": {
"linkName_a": {
"type": "string",
"minLength": 1,
"description": "The canonical linkName of the first application (slug used in /application/<linkName>)."
},
"linkName_b": {
"type": "string",
"minLength": 1,
"description": "The canonical linkName of the second application."
}
},
"additionalProperties": false
}Given a specific AI tool, return similar tools (same category, excluding the original). Use for 'what's like X?' or 'cheaper alternative to Y' questions.
| Argument | Type | Description |
|---|---|---|
| limit | integer | |
| linkName* | string | The linkName of the application to find alternatives for. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"linkName"
],
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 50,
"minimum": 1
},
"linkName": {
"type": "string",
"minLength": 1,
"description": "The linkName of the application to find alternatives for."
}
},
"additionalProperties": false
}Fetch the full detail page for a specific AI tool by its linkName. Returns name, full description, category, screenshot, and additional information if available.
| Argument | Type | Description |
|---|---|---|
| linkName* | string | The canonical linkName of the application (the slug used in /application/<linkName>). |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"linkName"
],
"properties": {
"linkName": {
"type": "string",
"minLength": 1,
"description": "The canonical linkName of the application (the slug used in /application/<linkName>)."
}
},
"additionalProperties": false
}Return curated editorial picks across the directory, or within a specific category if provided. Use for 'recommend the best AI tools' or 'top X in Y' questions.
| Argument | Type | Description |
|---|---|---|
| limit | integer | |
| category | string | Optional category linkName to scope the picks. |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 50,
"minimum": 1
},
"category": {
"type": "string",
"description": "Optional category linkName to scope the picks."
}
},
"additionalProperties": false
}List all categories in the directory. Useful when the user wants to browse by topic or narrow a search by category.
No arguments.
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"properties": {}
}Search the AI Collection directory for AI tools matching a query. Returns a ranked list with name, URL, and short description. Use this for 'find me a tool that does X' requests.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Maximum number of results to return. |
| query* | string | Free-text query to match against application names and descriptions. |
| category | string | Optional category linkName to scope the search (e.g. 'image-generation'). |
{
"type": "object",
"$schema": "http://json-schema.org/draft-07/schema#",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"default": 10,
"maximum": 50,
"minimum": 1,
"description": "Maximum number of results to return."
},
"query": {
"type": "string",
"minLength": 1,
"description": "Free-text query to match against application names and descriptions."
},
"category": {
"type": "string",
"description": "Optional category linkName to scope the search (e.g. 'image-generation')."
}
},
"additionalProperties": false
}