Hyperstore

@deficlow

About Hyperstore

Search and inspect 6,500+ curated AI apps from the HyperStore directory via 8 MCP tools, 3 resources, and 3 prompts. Read-only, no auth required. Works with Claude, ChatGPT, Cursor, Windsurf, Cline, Zed, Gemini.

#ai-tools #directory #search #marketplace #discovery #semantic-search #mcp #hyperstore

Config

Add this server to your MCP-compatible client using the configuration below.

{
  "mcpServers": {
    "hyperstore": {
      "command": "uvx",
      "args": [
        "hyperstore-mcp"
      ]
    }
  }
}

Tools

No tools detected

We auto-extract tools from the README. The maintainer can list them under a ## Tools heading to populate this section.

Overview

What is Hyperstore?

Hyperstore is a Model Context Protocol (MCP) server that connects any LLM to the HyperStore directory of over 6,500 curated AI apps. It exposes the directory through 8 tools, 3 resources, and 3 prompts, enabling LLMs to search, browse, and retrieve app details on demand.

How to use Hyperstore?

Install via uvx hyperstore-mcp and configure it in your MCP client. Once connected, an LLM can use the provided tools to search apps by keyword or natural language, list categories, get app details, and more.

Key features of Hyperstore

Full-text keyword search (search_apps)
Semantic/natural-language search (ai_search)
Paginated app listings with filters (list_apps)
Browse all 33 categories (list_categories)
A‑Z directory browsing (browse_apps)
Trending and featured apps from the homepage (get_homepage)

Use cases of Hyperstore

Let an LLM find a free AI tool for summarizing PDFs
Compare ChatGPT, Claude, and Gemini side-by-side
Discover apps in a specific category (e.g., image generation)
Get full app details including description and pricing

FAQ from Hyperstore

What is Hyperstore MCP?

It is a server that implements the Model Context Protocol to give any LLM access to the HyperStore directory of over 6,500 curated AI apps.

How do I install Hyperstore?

Install it by running uvx hyperstore-mcp in your terminal.

What tools are available?

Eight tools: search_apps, ai_search, get_app, list_apps, list_categories, category_apps, browse_apps, and get_homepage.

What resources and prompts does it provide?

Resources include hyperstore://app/{slug}, hyperstore://category/{slug}, and hyperstore://catalog. Prompts are find_tool_for_task, compare_apps, and discover_category.

What runtime does it require?

It is distributed via uvx, so it requires Python and the uv package manager.

Frequently asked questions

What is Hyperstore MCP?

It is a server that implements the Model Context Protocol to give any LLM access to the HyperStore directory of over 6,500 curated AI apps.

How do I install Hyperstore?

Install it by running `uvx hyperstore-mcp` in your terminal.

What tools are available?

Eight tools: `search_apps`, `ai_search`, `get_app`, `list_apps`, `list_categories`, `category_apps`, `browse_apps`, and `get_homepage`.

What resources and prompts does it provide?

Resources include `hyperstore://app/{slug}`, `hyperstore://category/{slug}`, and `hyperstore://catalog`. Prompts are `find_tool_for_task`, `compare_apps`, and `discover_category`.

What runtime does it require?

It is distributed via `uvx`, so it requires Python and the `uv` package manager.

Comments

Basic information

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