HyperStore MCP
Server Configuration
Describes the environment variables required to run the server.
| Name | Required | Description | Default |
|---|---|---|---|
| MCP_HOST | No | Bind host (http/sse only) | 0.0.0.0 |
| MCP_PORT | No | Bind port (http/sse only) | 8080 |
| LOG_LEVEL | No | Logging level | INFO |
| HYPERSTORE_TIMEOUT | No | HTTP timeout in seconds | 20 |
| HYPERSTORE_API_BASE | No | Upstream API base URL | https://store.hypergpt.ai |
| HYPERSTORE_USER_AGENT | No | User agent string | hyperstore-mcp/{version} |
Instructions
Guidance the server publishes about itself, which clients place ahead of the tool catalog so the model reads it before choosing anything.
This server publishes no instructions, or was last inspected before Glama recorded them.
Capabilities
Features and capabilities supported by this server
Protocol revision2025-11-25
| Capability | Details |
|---|---|
| tools | {
"listChanged": false
} |
| prompts | {
"listChanged": false
} |
| resources | {
"subscribe": false,
"listChanged": false
} |
| experimental | {} |
Tools
Functions exposed to the LLM to take actions
| Name | Description |
|---|---|
| search_appsA | Search HyperStore's AI apps directory by keyword. Returns a paginated list of matching apps with name, slug, short description, pricing, and rating. Use this when the user gives concrete keywords (e.g. 'image upscaler', 'code copilot'). |
| ai_searchA | Natural-language semantic search powered by embeddings. Best for fuzzy intent ('a tool that helps me write Python tests', 'something like Midjourney but free'). Returns up to 12 apps ranked by semantic similarity. |
| get_appA | Fetch the full detail page for a single AI app by slug: long description, features, screenshots, categories, pricing, rating, website URL, source attribution. |
| list_appsA | Paginated apps listing with optional filters. Combine |
| list_categoriesA | List all HyperStore categories with app counts. Use this first when the user asks 'what kinds of AI tools are there?' or to discover available category slugs. |
| category_appsA | Get apps within a specific category. Returns the category metadata plus a paginated list of apps in that category, sorted by popularity. |
| browse_appsA | Browse apps A-Z by starting letter. Use letter='#' for apps starting with digits or symbols. Useful for alphabetical discovery rather than search. |
| get_homepageA | Fetch the HyperStore homepage payload: top categories with their featured apps, the trending apps strip, and totals. Good first call to give the user a broad overview. |
Prompts
Interactive templates invoked by user choice
| Name | Description |
|---|---|
| find_tool_for_task | Help the user find the best AI tool for a specific task using HyperStore. |
| compare_apps | Side-by-side comparison of 2-5 AI apps from HyperStore. |
| discover_category | Discover top AI tools in a given HyperStore category. |
Resources
Contextual data attached and managed by the client
| Name | Description |
|---|---|
| HyperStore Catalog | Index of all HyperStore categories with app counts. |
TDQS
Scored across 8 tools
Each tool has a clearly distinct purpose: ai_search for semantic search, search_apps for keyword search, browse_apps for alphabetical browsing, category_apps for category browsing, get_app for details, get_homepage for overview, list_apps for filtered paginated listing, and list_categories for category listing. No overlap.
All tool names follow a consistent verb_noun pattern in snake_case: `ai_search`, `browse_apps`, `category_apps`, `get_app`, `get_homepage`, `list_apps`, `list_categories`, `search_apps`. No deviations.
8 tools is an appropriate number for an app directory MCP server. Each tool covers a specific access pattern (search, browse, detail, categories, homepage) without being overly many or too few.
The tool set provides comprehensive coverage for an AI apps directory: multiple search methods (semantic and keyword), multiple browse methods (alphabetical, category, paginated filters), detail retrieval, category listing, and homepage overview. No obvious gaps for a read-only directory.