Launchpad HQ MCP
A read-only MCP server that provides a curated catalog of AI tools, enabling agents to search for tools by task, compare plans and pricing, retrieve verified pricing facts with dates, and find free or open-source alternatives.
Endpoint and access
No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.
https://www.launchpadhq.io/mcpWhat you can do with it
- Search for AI tools suitable for specific tasks like transcription or coding
- Compare plans, pricing, and limits of 2 to 4 AI tools side by side
- Retrieve current pricing facts and free tier details for a specific tool
- Find free or freemium alternatives to paid AI tools
Source and maintenance
- Maintenance checked
Protocol and capabilities
- Server
- launchpad-hq 0.1.2
- MCP protocol
- 2025-06-18
- Tools
- 4 advertised
- Resources
- Not advertised
- Resource templates
- Not advertised
- Prompts
- Not advertised
{
"tools": {
"listChanged": false
}
}Server-provided instructions
Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.
Tools
4 advertised
search_tools — Search AI tools
Use this when the user wants to find AI tools for a task, optionally within a budget, skill level or platform. Returns Launchpad HQ catalog matches with dated, sourced free-tier facts where available. Items with fallback: true are popular tools, not direct matches; stale: true means the facts are over 90 days old.
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"task"
],
"properties": {
"task": {
"type": "string",
"maxLength": 1000,
"minLength": 1,
"description": "What the user wants to do, e.g. 'transcribe meetings' or 'make slides'. Only the first 200 characters are searched."
},
"limit": {
"type": "integer",
"maximum": 10,
"minimum": 1,
"description": "Max results (1-10, default 5)."
},
"budget": {
"enum": [
"free",
"low",
"medium",
"high",
"any"
],
"type": "string",
"description": "Budget band. 'free' keeps only free or freemium tools; 'low' keeps free/freemium tools or a lowest paid plan up to $20/month, 'medium' up to $50/month (unknown prices rank lower)."
},
"skill_level": {
"enum": [
"beginner",
"intermediate",
"advanced"
],
"type": "string",
"description": "User's skill level. Tools above it rank lower."
},
"platform_type": {
"enum": [
"web",
"mobile",
"desktop"
],
"type": "string",
"description": "Tools available there rank first."
}
}
}{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"query",
"results",
"total_matches",
"note",
"data_as_of",
"attribution"
],
"properties": {
"note": {
"type": [
"string",
"null"
]
},
"query": {
"type": "string"
},
"results": {
"type": "array",
"items": {
"type": "object",
"required": [
"slug",
"name",
"category",
"launchpad_url",
"website",
"cost_tier",
"difficulty",
"free_tier",
"verification",
"as_of",
"source_url",
"sponsored",
"match_reasons"
],
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"as_of": {
"type": [
"string",
"null"
]
},
"stale": {
"type": "boolean"
},
"tasks": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"company": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"fallback": {
"type": "boolean"
},
"cost_tier": {
"type": "string"
},
"free_tier": {
"type": "object",
"required": [
"available",
"summary"
],
"properties": {
"summary": {
"type": [
"string",
"null"
]
},
"available": {
"type": [
"boolean",
"null"
]
}
},
"additionalProperties": false
},
"sponsored": {
"type": "boolean",
"const": false
},
"difficulty": {
"type": "string"
},
"resolution": {
"anyOf": [
{
"enum": [
"compact",
"alias",
"spelling"
],
"type": "string"
},
{
"type": "null"
}
]
},
"source_url": {
"type": [
"string",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"verification": {
"enum": [
"verified",
"unverified",
"catalog_only"
],
"type": "string"
},
"launchpad_url": {
"type": "string"
},
"match_reasons": {
"type": "array",
"items": {
"type": "string"
}
},
"resolved_from": {
"type": [
"string",
"null"
]
},
"freshness_note": {
"type": [
"string",
"null"
]
},
"starting_price": {
"type": [
"string",
"null"
]
}
},
"additionalProperties": false
}
},
"fallback": {
"anyOf": [
{
"enum": [
"starter",
"top_up"
],
"type": "string"
},
{
"type": "null"
}
]
},
"data_as_of": {
"type": [
"string",
"null"
]
},
"attribution": {
"type": "string"
},
"total_matches": {
"type": "integer",
"maximum": 9007199254740991,
"minimum": -9007199254740991
},
"corrected_query": {
"type": [
"string",
"null"
]
}
},
"additionalProperties": false
}{
"title": "Search AI tools",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}compare — Compare AI tools
Use this when the user wants to compare 2 to 4 specific AI tools side by side: plans, API pricing, usage limits and platforms, each with its own as_of date and source.
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"platforms"
],
"properties": {
"platforms": {
"type": "array",
"items": {
"type": "string",
"maxLength": 200,
"minLength": 1
},
"maxItems": 4,
"minItems": 2,
"description": "2-4 Launchpad HQ platform slugs or names."
}
}
}{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"items",
"not_found",
"data_as_of",
"attribution"
],
"properties": {
"items": {
"type": "array",
"items": {
"type": "object",
"required": [
"slug",
"name",
"category",
"launchpad_url",
"website",
"cost_tier",
"difficulty",
"free_tier",
"verification",
"as_of",
"source_url",
"sponsored",
"plans",
"api_pricing",
"usage_limits",
"platforms_supported",
"api_available",
"lifecycle"
],
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"as_of": {
"type": [
"string",
"null"
]
},
"plans": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "array",
"items": {
"type": "object",
"required": [
"name",
"price",
"period",
"limits"
],
"properties": {
"name": {
"type": "string"
},
"price": {
"type": "string"
},
"limits": {
"type": "string"
},
"period": {
"type": "string"
}
},
"additionalProperties": false
}
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"stale": {
"type": "boolean"
},
"tasks": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"company": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"cost_tier": {
"type": "string"
},
"free_tier": {
"type": "object",
"required": [
"available",
"summary"
],
"properties": {
"summary": {
"type": [
"string",
"null"
]
},
"available": {
"type": [
"boolean",
"null"
]
}
},
"additionalProperties": false
},
"lifecycle": {
"type": "string"
},
"sponsored": {
"type": "boolean",
"const": false
},
"difficulty": {
"type": "string"
},
"resolution": {
"anyOf": [
{
"enum": [
"compact",
"alias",
"spelling"
],
"type": "string"
},
{
"type": "null"
}
]
},
"source_url": {
"type": [
"string",
"null"
]
},
"api_pricing": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "string"
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"description": {
"type": [
"string",
"null"
]
},
"usage_limits": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"verification": {
"enum": [
"verified",
"unverified",
"catalog_only"
],
"type": "string"
},
"api_available": {
"type": "boolean"
},
"launchpad_url": {
"type": "string"
},
"resolved_from": {
"type": [
"string",
"null"
]
},
"freshness_note": {
"type": [
"string",
"null"
]
},
"starting_price": {
"type": [
"string",
"null"
]
},
"platforms_supported": {
"type": "array",
"items": {
"type": "string"
}
}
},
"additionalProperties": false
}
},
"not_found": {
"type": "array",
"items": {
"type": "string"
}
},
"data_as_of": {
"type": [
"string",
"null"
]
},
"attribution": {
"type": "string"
},
"did_you_mean": {
"type": "array",
"items": {
"type": "object",
"required": [
"input",
"suggestions"
],
"properties": {
"input": {
"type": "string"
},
"suggestions": {
"type": "array",
"items": {
"type": "object",
"required": [
"slug",
"name"
],
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
}
},
"additionalProperties": false
}
}
},
"additionalProperties": false
}
}
},
"additionalProperties": false
}{
"title": "Compare AI tools",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}get_pricing_facts — Get pricing facts
Use this when the user asks what one AI tool costs or what its free tier includes. Returns verified pricing facts first; catalog text only when no verified price exists, labeled catalog_only.
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"platform"
],
"properties": {
"platform": {
"type": "string",
"maxLength": 200,
"minLength": 1,
"description": "A Launchpad HQ platform slug or name."
}
}
}{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"platform",
"plans",
"free_tier",
"api_pricing",
"usage_limits",
"catalog_pricing_text",
"verification",
"lifecycle",
"data_as_of",
"attribution"
],
"properties": {
"plans": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "array",
"items": {
"type": "object",
"required": [
"name",
"price",
"period",
"limits"
],
"properties": {
"name": {
"type": "string"
},
"price": {
"type": "string"
},
"limits": {
"type": "string"
},
"period": {
"type": "string"
}
},
"additionalProperties": false
}
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"platform": {
"type": "object",
"required": [
"slug",
"name",
"category",
"launchpad_url",
"website",
"cost_tier",
"difficulty",
"free_tier",
"verification",
"as_of",
"source_url",
"sponsored"
],
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"as_of": {
"type": [
"string",
"null"
]
},
"stale": {
"type": "boolean"
},
"tasks": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"company": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"cost_tier": {
"type": "string"
},
"free_tier": {
"type": "object",
"required": [
"available",
"summary"
],
"properties": {
"summary": {
"type": [
"string",
"null"
]
},
"available": {
"type": [
"boolean",
"null"
]
}
},
"additionalProperties": false
},
"sponsored": {
"type": "boolean",
"const": false
},
"difficulty": {
"type": "string"
},
"resolution": {
"anyOf": [
{
"enum": [
"compact",
"alias",
"spelling"
],
"type": "string"
},
{
"type": "null"
}
]
},
"source_url": {
"type": [
"string",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"verification": {
"enum": [
"verified",
"unverified",
"catalog_only"
],
"type": "string"
},
"launchpad_url": {
"type": "string"
},
"resolved_from": {
"type": [
"string",
"null"
]
},
"freshness_note": {
"type": [
"string",
"null"
]
},
"starting_price": {
"type": [
"string",
"null"
]
}
},
"additionalProperties": false
},
"free_tier": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "object",
"required": [
"available",
"summary"
],
"properties": {
"summary": {
"type": "string"
},
"available": {
"type": "boolean"
}
},
"additionalProperties": false
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"lifecycle": {
"type": "string"
},
"data_as_of": {
"type": [
"string",
"null"
]
},
"api_pricing": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "string"
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"attribution": {
"type": "string"
},
"usage_limits": {
"anyOf": [
{
"type": "object",
"required": [
"value",
"as_of",
"source_url",
"status"
],
"properties": {
"as_of": {
"type": "string"
},
"value": {
"type": "object",
"propertyNames": {
"type": "string"
},
"additionalProperties": {}
},
"status": {
"enum": [
"verified",
"unverified",
"disputed"
],
"type": "string"
},
"source_url": {
"type": "string"
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"verification": {
"enum": [
"verified",
"unverified",
"catalog_only"
],
"type": "string"
},
"catalog_pricing_text": {
"type": [
"string",
"null"
]
}
},
"additionalProperties": false
}{
"title": "Get pricing facts",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}find_free_alternatives — Find free alternatives
Use this when the user wants a free or freemium alternative to a specific AI tool. Verified free tiers rank first; catalog-only matches are labeled unverified.
{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"platform"
],
"properties": {
"limit": {
"type": "integer",
"maximum": 10,
"minimum": 1,
"description": "Max alternatives (1-10, default 5)."
},
"platform": {
"type": "string",
"maxLength": 200,
"minLength": 1,
"description": "A Launchpad HQ platform slug or name."
}
}
}{
"type": "object",
"$schema": "https://json-schema.org/draft/2020-12/schema",
"required": [
"for",
"alternatives",
"data_as_of",
"attribution"
],
"properties": {
"for": {
"anyOf": [
{
"type": "object",
"required": [
"slug",
"name",
"category",
"launchpad_url",
"website",
"cost_tier",
"difficulty",
"free_tier",
"verification",
"as_of",
"source_url",
"sponsored"
],
"properties": {
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"as_of": {
"type": [
"string",
"null"
]
},
"stale": {
"type": "boolean"
},
"tasks": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"company": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"cost_tier": {
"type": "string"
},
"free_tier": {
"type": "object",
"required": [
"available",
"summary"
],
"properties": {
"summary": {
"type": [
"string",
"null"
]
},
"available": {
"type": [
"boolean",
"null"
]
}
},
"additionalProperties": false
},
"sponsored": {
"type": "boolean",
"const": false
},
"difficulty": {
"type": "string"
},
"resolution": {
"anyOf": [
{
"enum": [
"compact",
"alias",
"spelling"
],
"type": "string"
},
{
"type": "null"
}
]
},
"source_url": {
"type": [
"string",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"verification": {
"enum": [
"verified",
"unverified",
"catalog_only"
],
"type": "string"
},
"launchpad_url": {
"type": "string"
},
"resolved_from": {
"type": [
"string",
"null"
]
},
"freshness_note": {
"type": [
"string",
"null"
]
},
"starting_price": {
"type": [
"string",
"null"
]
}
},
"additionalProperties": false
},
{
"type": "null"
}
]
},
"data_as_of": {
"type": [
"string",
"null"
]
},
"attribution": {
"type": "string"
},
"alternatives": {
"type": "array",
"items": {
"type": "object",
"required": [
"slug",
"name",
"category",
"launchpad_url",
"website",
"cost_tier",
"difficulty",
"free_tier",
"verification",
"as_of",
"source_url",
"sponsored",
"why",
"tradeoff"
],
"properties": {
"why": {
"type": "string"
},
"name": {
"type": "string"
},
"slug": {
"type": "string"
},
"as_of": {
"type": [
"string",
"null"
]
},
"stale": {
"type": "boolean"
},
"tasks": {
"anyOf": [
{
"type": "array",
"items": {
"type": "string"
}
},
{
"type": "null"
}
]
},
"company": {
"type": [
"string",
"null"
]
},
"website": {
"type": [
"string",
"null"
]
},
"category": {
"type": [
"string",
"null"
]
},
"tradeoff": {
"type": [
"string",
"null"
]
},
"cost_tier": {
"type": "string"
},
"free_tier": {
"type": "object",
"required": [
"available",
"summary"
],
"properties": {
"summary": {
"type": [
"string",
"null"
]
},
"available": {
"type": [
"boolean",
"null"
]
}
},
"additionalProperties": false
},
"sponsored": {
"type": "boolean",
"const": false
},
"difficulty": {
"type": "string"
},
"resolution": {
"anyOf": [
{
"enum": [
"compact",
"alias",
"spelling"
],
"type": "string"
},
{
"type": "null"
}
]
},
"source_url": {
"type": [
"string",
"null"
]
},
"description": {
"type": [
"string",
"null"
]
},
"verification": {
"enum": [
"verified",
"unverified",
"catalog_only"
],
"type": "string"
},
"launchpad_url": {
"type": "string"
},
"resolved_from": {
"type": [
"string",
"null"
]
},
"freshness_note": {
"type": [
"string",
"null"
]
},
"starting_price": {
"type": [
"string",
"null"
]
}
},
"additionalProperties": false
}
}
},
"additionalProperties": false
}{
"title": "Find free alternatives",
"readOnlyHint": true,
"openWorldHint": false,
"idempotentHint": true,
"destructiveHint": false
}Prompts
Not advertised
Resources
Not advertised
30-day availability
Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.
- Successful checks
- 1 of 1 (100%)
- Average latency
- 551 ms
- 95th percentile latency
- 551 ms
Maintenance history
Public check and source-refresh events. Editorial and ownership records remain private.
- · probe · passed · 551 ms · metadata changed · 4 tool(s)
Connect from your client
Each snippet registers the same endpoint; pick the client you use.
Claude Code
claude mcp add --transport http launchpad-hq-mcp https://www.launchpadhq.io/mcpCodex
codex mcp add launchpad-hq-mcp --url https://www.launchpadhq.io/mcpCursor
{
"mcpServers": {
"launchpad-hq-mcp": {
"url": "https://www.launchpadhq.io/mcp"
}
}
}Cline
{
"mcpServers": {
"launchpad-hq-mcp": {
"type": "streamableHttp",
"url": "https://www.launchpadhq.io/mcp",
"disabled": false
}
}
}VS Code
{
"servers": {
"launchpad-hq-mcp": {
"type": "http",
"url": "https://www.launchpadhq.io/mcp"
}
}
}Gemini CLI
gemini mcp add --transport http launchpad-hq-mcp https://www.launchpadhq.io/mcpClaude Desktop
{
"mcpServers": {
"launchpad-hq-mcp": {
"url": "https://www.launchpadhq.io/mcp"
}
}
}Windsurf
{
"mcpServers": {
"launchpad-hq-mcp": {
"serverUrl": "https://www.launchpadhq.io/mcp"
}
}
}Let your agent find its tools
Find servers like Launchpad HQ MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.
Other ai and machine learning servers
Do you run Launchpad HQ MCP?
Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.