search_appsLABSCO SUMMARY
Tool discovery your assistant can actually do.
The catalogue is the point: semantic search plus curated alternatives means find me something free that summarises PDFs returns a shortlist, not a results page to work through.
What it is
A search layer over HyperStore, HyperGPT's curated catalogue of more than 6,500 AI applications. Keyword search and embedding-based semantic search sit alongside browsing by category, audience and use case, plus full app detail and curated alternatives.
What you get
- Full-text keyword search, and embedding-based semantic search for when the words do not match
- One app's full detail: features, screenshots and pricing
- Apps listed with category and pricing filters, browsed A to Z, or read off a trending homepage view
- Curated alternatives to any app, rather than everything else in its category
- Browsing by audience — developers, lawyers and the rest — and by use-case taxonomies such as legal contracts
- Every category in the catalogue, and the apps inside one
Requirements
Install from PyPI, or reach it through Smithery. It reads HyperStore's public catalogue.
Setup effort
One command — uvx hyperstore-mcp
USE CASES
01
Finding a tool for a job you can only describe
Semantic search takes the description rather than the keyword you would have had to guess.
02
Replacing something you already use
Curated alternatives to a named app, with the detail to tell them apart.
03
Comparing a shortlist before committing
Features, screenshots and pricing for each candidate, pulled side by side.
04
Seeing what exists in a field you are new to
Categories first, then what is inside one, then what is currently trending.
05
Finding what people in your line of work use
Audience segments rather than categories, when the question is what lawyers or developers actually run.
06
Starting from the task rather than the category
Use-case taxonomies map a job of work to the tools built for it.
13 tools
Listed in project docs. Your client may show a different list.
ai_searchget_applist_appslist_categoriescategory_appsbrowse_appsget_homepageget_alternativeslist_audiencesapps_for_audiencelist_use_casesapps_for_use_caseBEFORE YOU INSTALL
What to know first
Tools you get
13 tools named in the project's documentation.
Requires
uvx on PATH
INSTALLATION
Connect your client
Server setup
TERMINAL
uvx hyperstore-mcpMCP Clients
Claude Desktop, Cursor, Windsurf, Gemini CLI, Cline
JSON
{
"mcpServers": {
"hyperstore": {
"command": "uvx",
"args": [
"hyperstore-mcp"
]
}
}
}Claude Code
CLAUDE CODE · TERMINAL
claude mcp add hyperstore -- uvx hyperstore-mcpZed
ZED · JSON
{
"context_servers": {
"hyperstore": {
"command": {
"path": "uvx",
"args": [
"hyperstore-mcp"
]
}
}
}
}ChatGPT
MCP Server URL: https://mcp.store.hypergpt.ai/mcp
Authentication: None
