Published software research from SaaS Think Tank. Current MCP edition: app-builder findings.
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Compare 2–4 covered app builders on the released code, GitHub, backend and database questions. Specify capability IDs from coverage or search results, or omit them for all four questions. Preserves separate dates and unknowns; provides no overall ranking.
Two to four distinct covered product names or IDs.
Exact capability IDs from coverage or search results. Omit to compare all four covered questions.
Compare 2–4 covered app builders on the released code, GitHub, backend and database questions. Specify capability IDs from coverage or search results, or omit them for all four questions. Preserves separate dates and unknowns; provides no overall ranking.
| Argument | Type | Description |
|---|---|---|
| products* | array | Two to four distinct covered product names or IDs. |
| capability_ids | array | Exact capability IDs from coverage or search results. Omit to compare all four covered questions. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"products"
],
"properties": {
"products": {
"type": "array",
"items": {
"type": "string",
"maxLength": 64,
"minLength": 1
},
"maxItems": 4,
"minItems": 2,
"description": "Two to four distinct covered product names or IDs."
},
"capability_ids": {
"type": "array",
"items": {
"type": "string",
"maxLength": 100,
"minLength": 1
},
"maxItems": 4,
"minItems": 1,
"description": "Exact capability IDs from coverage or search results. Omit to compare all four covered questions."
}
},
"additionalProperties": false
}Retrieve one exact finding using a record ID returned by search_findings or compare_products. Returns the published answer, scope, original dates, conditions, limits, source links and dataset attribution.
| Argument | Type | Description |
|---|---|---|
| record_id* | string | Exact record_id from a prior result. Do not invent an ID. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"record_id"
],
"properties": {
"record_id": {
"type": "string",
"pattern": "^record-[a-f0-9]{64}$",
"description": "Exact record_id from a prior result. Do not invent an ID."
}
},
"additionalProperties": false
}Find dated findings about code export, GitHub sync, backend connections and databases for Bubble, Lovable, Base44 and Replit. Use this to discover record IDs; get_finding retrieves one exact record. Other topics return no matches, not a product verdict.
| Argument | Type | Description |
|---|---|---|
| limit | integer | Maximum findings to return, from 1 to 16. Default: 16. |
| query* | string | A product question or covered topic, such as “Can Bubble and Lovable export source code?” |
| products | array | Covered product names or IDs. Use the coverage resource to see available products. |
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"query"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 16,
"minimum": 1,
"description": "Maximum findings to return, from 1 to 16. Default: 16."
},
"query": {
"type": "string",
"maxLength": 500,
"minLength": 1,
"description": "A product question or covered topic, such as “Can Bubble and Lovable export source code?”"
},
"products": {
"type": "array",
"items": {
"type": "string",
"maxLength": 64,
"minLength": 1
},
"maxItems": 4,
"minItems": 1,
"description": "Covered product names or IDs. Use the coverage resource to see available products."
}
},
"additionalProperties": false
}