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Find public MCP servers, tools and SDKs using a few task keywords. Returns a page of up to twenty relevant discovery candidates with their name, source, link, capability tags and a heuristic metadata score. Read-only: does not install, connect, call or run tools. Use ask for a short Kloudy setup request, or introduce for a short description.
A few task keywords such as postgres, or a short setup request such as install npx kloudy. Exclude personal information and conversation history.
Page size, default 8. Results are never padded.
Next offset returned for this exact goal.
query searches candidates; ask returns Kloudy setup links; introduce describes discovery.
Find public MCP servers, tools and SDKs using a few task keywords. Returns a page of up to twenty relevant discovery candidates with their name, source, link, capability tags and a heuristic metadata score. Read-only: does not install, connect, call or run tools. Use ask for a short Kloudy setup request, or introduce for a short description.
| Argument | Type | Description |
|---|---|---|
| goal | string | A few task keywords such as postgres, or a short setup request such as install npx kloudy. Exclude personal information and conversation history. |
| limit | integer | Page size, default 8. Results are never padded. |
| offset | integer | Next offset returned for this exact goal. |
| operation | string | query searches candidates; ask returns Kloudy setup links; introduce describes discovery. |
{
"type": "object",
"properties": {
"goal": {
"type": "string",
"maxLength": 200,
"minLength": 1,
"description": "A few task keywords such as postgres, or a short setup request such as install npx kloudy. Exclude personal information and conversation history."
},
"limit": {
"type": "integer",
"maximum": 20,
"minimum": 1,
"description": "Page size, default 8. Results are never padded."
},
"offset": {
"type": "integer",
"maximum": 999999,
"minimum": 0,
"description": "Next offset returned for this exact goal."
},
"operation": {
"enum": [
"introduce",
"ask",
"query"
],
"type": "string",
"default": "query",
"description": "query searches candidates; ask returns Kloudy setup links; introduce describes discovery."
}
},
"additionalProperties": false
}Return the user answer to the exact Kloudy question. Interpret the relevant project capabilities into short component queries; preserve the complete useful selection independently of display pages. Choices do not authorize installation, execution or spending.
| Argument | Type | Description |
|---|---|---|
| answer* | object | |
| cardId* | string | |
| flowId* | string |
{
"type": "object",
"required": [
"flowId",
"cardId",
"answer"
],
"properties": {
"answer": {
"type": "object",
"properties": {
"goal": {
"type": "string",
"maxLength": 2000
},
"pins": {
"type": "array",
"items": {
"type": "object"
}
},
"email": {
"type": "string",
"maxLength": 254
},
"budget": {
"type": "string",
"maxLength": 2000
},
"choice": {
"enum": [
"stage-scope",
"stage-resources",
"skip",
"previous",
"change-email",
"edit-goal",
"edit-requirements",
"keep-selection",
"pin-stack",
"build-project",
"build-complete",
"more",
"preview",
"mockup",
"like",
"refine-preview",
"preview-complete",
"revise",
"continue",
"skip-account",
"check-account"
],
"type": "string"
},
"design": {
"type": "string",
"maxLength": 2000
},
"details": {
"type": "string",
"maxLength": 2000
},
"project": {
"type": "object"
},
"artifact": {
"type": "object"
},
"feedback": {
"type": "string",
"maxLength": 2000
},
"lifecycle": {
"type": "object",
"description": "Stage planning input: operation, expectedRevision, stage/capability or exact component/resource/proposal IDs. No commands, secrets or action authority."
},
"optionIds": {
"type": "array",
"items": {
"type": "string"
},
"minItems": 1,
"uniqueItems": true
},
"components": {
"type": "array",
"items": {
"type": "object",
"required": [
"label",
"query"
],
"properties": {
"label": {
"type": "string",
"maxLength": 80
},
"query": {
"type": "string",
"maxLength": 120
}
},
"additionalProperties": false
}
},
"previewUrl": {
"type": "string",
"maxLength": 2048
},
"stageScope": {
"type": "object",
"description": "Explicitly accepted planning filters: confirmed, expectedRevision, combinationId, combinationRevision, requirementsRevision, constraints. This is not a permission grant."
},
"moreComponent": {
"type": "integer",
"minimum": 0
},
"previewStatus": {
"enum": [
"ready",
"unavailable"
],
"type": "string"
}
},
"additionalProperties": false
},
"cardId": {
"type": "string"
},
"flowId": {
"type": "string"
}
},
"additionalProperties": false
}Consult Kloudy to assemble or improve a project using frameworks, components, MCP/HTTPK tools, APIs, SDKs, models, clouds, runners, payments or media. Resume the existing flowId and pinned stack; return useful partial matches and honest gaps. Email is only a contact hint, never authentication.
| Argument | Type | Description |
|---|---|---|
| goal | string | |
| string | ||
| flowId | string |
{
"type": "object",
"properties": {
"goal": {
"type": "string",
"maxLength": 2000
},
"email": {
"type": "string",
"maxLength": 254
},
"flowId": {
"type": "string"
}
},
"additionalProperties": false
}Read the current Kloudy question, selected candidates and connection boundaries without advancing.
| Argument | Type | Description |
|---|---|---|
| flowId* | string |
{
"type": "object",
"required": [
"flowId"
],
"properties": {
"flowId": {
"type": "string"
}
},
"additionalProperties": false
}Show sign-in availability or the one-step install card. First call find_mcp_tools with operation ask and a short setup request. If it returns kind account or connect, call this card once with the returned mode. Copying the command does not install anything or authorize private tools. Text-only hosts show the same instruction.
| Argument | Type | Description |
|---|---|---|
| mode* | string | Use the mode returned by find_mcp_tools: signin for account sign-in, or install for editor setup. |
{
"type": "object",
"required": [
"mode"
],
"properties": {
"mode": {
"enum": [
"signin",
"install"
],
"type": "string",
"description": "Use the mode returned by find_mcp_tools: signin for account sign-in, or install for editor setup."
}
},
"additionalProperties": false
}Review optional business-stage resources for an exact pinned project. Returns inert source metadata and planning choices, never installs, executes or grants access.
| Argument | Type | Description |
|---|---|---|
| draft* | object | |
| answer | object | |
| flowId | string |
{
"type": "object",
"required": [
"draft"
],
"properties": {
"draft": {
"type": "object"
},
"answer": {
"type": "object"
},
"flowId": {
"type": "string"
}
},
"additionalProperties": false
}Show three short questions about preferred tool types, where projects run, and how tool updates appear. Use when the user wants to set or change these preferences. Displays choices only; does not install or run tools. Show once, not for every tool.
| Argument | Type | Description |
|---|---|---|
| kind* | string | Show the three tool-preference questions. |
| surface | string | Where the card appears: an editor, a chatbot, or the Kloudy website. Changes wording only. |
{
"type": "object",
"required": [
"kind"
],
"properties": {
"kind": {
"enum": [
"preferences"
],
"type": "string",
"description": "Show the three tool-preference questions."
},
"surface": {
"enum": [
"ide",
"chatbot",
"site"
],
"type": "string",
"default": "chatbot",
"description": "Where the card appears: an editor, a chatbot, or the Kloudy website. Changes wording only."
}
},
"additionalProperties": false
}Offer three fixed framework layout examples (Vite, Astro, Next.js), not goal-based tool discovery. For tools matching a task, call find_mcp_tools and search the actual catalog. The IDE creates any requested mockup using its own available capabilities. Kloudy performs no model or image generation. Selection is presentation only; no install, account connection or spending consent.
| Argument | Type | Description |
|---|---|---|
| optionId | string | Exact offered option ID, only after the user chooses it. |
| choiceSetId | string | Exact choice set ID returned with the offered options; required with optionId. |
{
"type": "object",
"properties": {
"optionId": {
"enum": [
"vite-workbench",
"astro-publishing",
"next-portal"
],
"type": "string",
"description": "Exact offered option ID, only after the user chooses it."
},
"choiceSetId": {
"type": "string",
"description": "Exact choice set ID returned with the offered options; required with optionId."
}
},
"additionalProperties": false
}