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.
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.
Basic information
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