AppBoard.pro product discovery
Search community-ranked software products: trending launches, details, and alternatives to a tool.
Should I use this
Quality & Safety
Findings (1)
- LOWin appboard_list_alternative_targets
Based on automated analysis of tool definitions and protocol compliance.
Context Cost
This is the approximate number of tokens consumed each time the server's tools are loaded into a model's context. Higher counts reduce the attention available for other tasks.
Install
One-Click Install
Add this to your `claude_desktop_config.json` file:
{
"mcpServers": {
"appboard": {
"url": "https://api.appboard.pro/api/mcp"
}
}
}Remote endpoints
https://api.appboard.pro/api/mcpstreamable-httpWhat it can do
Tool inventory
Tools (7)
🟢appboard_alternatives_to(tool)
Find products offered as alternatives to a tool the user ALREADY USES — "what can I use instead of Notion / Product Hunt / Zapier". Pass the tool's target slug. This differs from appboard_find_alternatives, which starts from a product listed on AppBoard; use this one when the user names the tool they want to replace. Call appboard_list_alternative_targets when unsure which slug a tool has.
Input Schema
{
"type": "object",
"properties": {
"tool": {
"type": "string",
"description": "the tool the user wants to replace, as an AppBoard target slug from appboard_list_alternative_targets, e.g. 'product-hunt' or 'notion'"
}
},
"required": [
"tool"
],
"additionalProperties": false
}🟢appboard_browse_taxonomy(kind)
List the controlled vocabulary for a dimension — categories, use cases, platforms, audiences or pricing models. Call this to discover the exact filter values appboard_find_products accepts, and to answer "what categories exist". Each term carries the appboardUrl of its browse page.
Input Schema
{
"type": "object",
"properties": {
"kind": {
"type": "string",
"description": "which vocabulary to list: category, use_case, platform, audience or pricing"
}
},
"required": [
"kind"
],
"additionalProperties": false
}🟢appboard_find_alternatives(slug)
Find alternatives and competitors to a specific product. Use this for "what's a good alternative to X" or "what else is like X". Alternatives that are themselves on AppBoard include a slug you can pass to appboard_product_details and an appboardUrl. When the tool being replaced has an AppBoard collection, alternativesPage is the URL of that "alternatives to X" page — share it with the user.
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "the product's AppBoard slug, as returned by appboard_find_products"
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢appboard_find_products(query, category, use_case, platform, audience, ...)
Search AppBoard for software products by need, category, use case, platform, audience or pricing model. Use this whenever the user asks what tool to use for a job ("a free email API", "note-taking apps for teams"). Results are ranked by real community engagement, not by advertising. Filter values are the names returned by appboard_browse_taxonomy — an unknown name is an error, so list the vocabulary first if you are unsure. Each product carries an appboardUrl, and each of its categories, use cases and platforms carries the appboardUrl of its browse page.
Input Schema
{
"type": "object",
"properties": {
"query": {
"type": "string",
"description": "free-text terms to match against product names and taglines"
},
"category": {
"type": "string",
"description": "comma-separated category names from appboard_browse_taxonomy, e.g. 'ai,developer-tools'"
},
"use_case": {
"type": "string",
"description": "comma-separated use-case names from appboard_browse_taxonomy"
},
"platform": {
"type": "string",
"description": "comma-separated platform names, e.g. 'web,ios,api'"
},
"audience": {
"type": "string",
"description": "comma-separated target-audience names, e.g. 'developers'"
},
"pricing": {
"type": "string",
"description": "comma-separated pricing-model names, e.g. 'free,freemium'"
},
"limit": {
"type": "integer",
"description": "how many products to return (1-50, default 10)"
}
},
"additionalProperties": false
}🟢appboard_list_alternative_targets(limit)
List the tools AppBoard has alternatives for, most-covered first, with the slug to pass to appboard_alternatives_to. Use it to resolve a tool name to a slug, or to answer "what tools do you cover alternatives for".
Input Schema
{
"type": "object",
"properties": {
"limit": {
"type": "integer",
"description": "how many targets to return (1-50, default 10)"
}
},
"additionalProperties": false
}🟢appboard_product_details(slug)
Get everything AppBoard knows about one product: what it does, its pricing model, platforms, use cases, target audiences, community metrics, any discount code, and its alternatives. Use after appboard_find_products when the user asks about a specific product. Taxonomy terms link to their browse pages; an alternative that has its own AppBoard collection carries alternativesPage — the URL to open for it.
Input Schema
{
"type": "object",
"properties": {
"slug": {
"type": "string",
"description": "the product's AppBoard slug, as returned by appboard_find_products"
}
},
"required": [
"slug"
],
"additionalProperties": false
}🟢appboard_trending(period, limit)
List the products gaining the most community momentum in a time window. Use this for "what's new/hot/trending" questions. Ranked by AppBoard's Points-Based Score, which weights recent upvotes, comments, follows and saves by recency.
Input Schema
{
"type": "object",
"properties": {
"period": {
"type": "string",
"description": "time window: today, yesterday, week, month or all (default week)"
},
"limit": {
"type": "integer",
"description": "how many products to return (1-50, default 10)"
}
},
"additionalProperties": false
}Community
Evidence