HyperStore

deficlow/hyperstore-mcp

Gives you instant search access to 6,500+ curated AI applications from HyperStore directly inside Claude, Cursor, or any MCP client. You get eight tools including full-text search, semantic AI search, category browsing, and detailed app inspection with pricing and features. Three built-in prompts handle common workflows like task-based tool discovery and side-by-side app comparisons. It's read-only and hits the public HyperStore API, so no auth required. Useful when you need to recommend AI tools to users, compare options, or build features that suggest apps based on natural language queries. Available as a Python package via uvx, a Docker container, or a hosted Streamable HTTP endpoint.

tools: 13
transport: STDIO, HTTP, SSE
last updated: May 16, 2026

View on GitHub

Install

From registry metadata

$ npx add-mcp https://mcp.store.hypergpt.ai/mcp --name hyperstore-mcp

Run in your terminal. add-mcp asks which agents to add it to (Claude Code, Codex, Cursor and more). Add -g to install it for every project.

Review the command, arguments and environment values before installing. MCP servers run with your local permissions.

Other ways

Claude Code

$ claude mcp add --transport http hyperstore-mcp https://mcp.store.hypergpt.ai/mcp

Run in your terminal. Add --scope user to make it available in every project.

Tools

Verified live · 13 tools

Verified live against the running server on Nov 6, 2026.

search_appsSearch 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').3 params

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').

Parameters* required

cursorvalue

Pagination cursor (app id from prior page).

limitinteger

Max results per page.default: 24

query*string

Search query.

ai_searchNatural-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.1 params

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.

Parameters* required

prompt*string

Natural-language description of what the user is looking for.

get_appFetch the full detail page for a single AI app by slug: long description, features, screenshots, categories, pricing, rating, website URL, source attribution.1 params

Fetch the full detail page for a single AI app by slug: long description, features, screenshots, categories, pricing, rating, website URL, source attribution.

Parameters* required

slug*string

URL slug, e.g. 'chatgpt' or 'ai-image-tools'.

list_appsPaginated apps listing with optional filters. Combine `category`, `pricing`, and a free-text `query` to drill down. Returns apps sorted by popularity. Use `cursor` (last app id from previous page) to paginate.5 params

Paginated apps listing with optional filters. Combine `category`, `pricing`, and a free-text `query` to drill down. Returns apps sorted by popularity. Use `cursor` (last app id from previous page) to paginate.

Parameters* required

categoryvalue

Optional category slug to filter by.

cursorvalue

Pagination cursor (app id from prior page).

limitinteger

Max results per page.default: 24

pricingvalue

Filter by pricing model: 'free', 'freemium', 'paid', 'free-trial', 'subscription', or 'one-time'.

queryvalue

Optional keyword filter.

list_categoriesList 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.

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.

No parameters. Call it with no arguments.

category_appsGet apps within a specific category. Returns the category metadata plus a paginated list of apps in that category, sorted by popularity.4 params

Get apps within a specific category. Returns the category metadata plus a paginated list of apps in that category, sorted by popularity.

Parameters* required

cursorvalue

Pagination cursor (app id from prior page).

limitinteger

Max results per page.default: 24

pricingvalue

Filter by pricing model: 'free', 'freemium', 'paid', 'free-trial', 'subscription', or 'one-time'.

slug*string

URL slug, e.g. 'chatgpt' or 'ai-image-tools'.

browse_appsBrowse apps A-Z by starting letter. Use letter='#' for apps starting with digits or symbols. Useful for alphabetical discovery rather than search.4 params

Browse apps A-Z by starting letter. Use letter='#' for apps starting with digits or symbols. Useful for alphabetical discovery rather than search.

Parameters* required

cursorvalue

Pagination cursor (app id from prior page).

letter*string

A single letter A-Z, or '#' for digits/symbols.

limitinteger

Max results per page.default: 24

pricingvalue

Filter by pricing model: 'free', 'freemium', 'paid', 'free-trial', 'subscription', or 'one-time'.

get_homepageFetch 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.1 params

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.

Parameters* required

pageinteger

Homepage pagination — page 1 returns trending + stats.default: 1

get_alternativesGet curated alternatives to a specific AI app by slug. Returns the app plus a list of competing/similar tools ranked by match confidence. Use this when the user asks 'what are alternatives to X', 'something like X', or 'X vs others'.2 params

Get curated alternatives to a specific AI app by slug. Returns the app plus a list of competing/similar tools ranked by match confidence. Use this when the user asks 'what are alternatives to X', 'something like X', or 'X vs others'.

Parameters* required

limitinteger

Max results per page.default: 24

slug*string

URL slug, e.g. 'chatgpt' or 'ai-image-tools'.

list_audiencesList the audience segments HyperStore curates tools for (e.g. 'developers', 'lawyers', 'students'), each with a slug and app count. Call this first to discover audience slugs for `apps_for_audience`.

List the audience segments HyperStore curates tools for (e.g. 'developers', 'lawyers', 'students'), each with a slug and app count. Call this first to discover audience slugs for `apps_for_audience`.

No parameters. Call it with no arguments.

apps_for_audienceGet the best AI tools for a specific audience by slug (from `list_audiences`), ranked by relevance then popularity. Use when the user asks 'best AI tools for {role/profession}'. Paginate with `cursor` (last app id from the previous page).3 params

Get the best AI tools for a specific audience by slug (from `list_audiences`), ranked by relevance then popularity. Use when the user asks 'best AI tools for {role/profession}'. Paginate with `cursor` (last app id from the previous page).

Parameters* required

cursorvalue

Pagination cursor (app id from prior page).

limitinteger

Max results per page.default: 24

slug*string

URL slug, e.g. 'chatgpt' or 'ai-image-tools'.

list_use_casesList the use-case taxonomies HyperStore curates tools for (e.g. 'legal-contracts', 'tiktok-shorts'), each with a slug and app count. Call this first to discover use-case slugs for `apps_for_use_case`.

List the use-case taxonomies HyperStore curates tools for (e.g. 'legal-contracts', 'tiktok-shorts'), each with a slug and app count. Call this first to discover use-case slugs for `apps_for_use_case`.

No parameters. Call it with no arguments.

apps_for_use_caseGet AI tools for a specific use case by slug (from `list_use_cases`), ranked by relevance then popularity. Use when the user asks 'AI tools for {task}'. Paginate with `cursor` (last app id from the previous page).3 params

Get AI tools for a specific use case by slug (from `list_use_cases`), ranked by relevance then popularity. Use when the user asks 'AI tools for {task}'. Paginate with `cursor` (last app id from the previous page).

Parameters* required

cursorvalue

Pagination cursor (app id from prior page).

limitinteger

Max results per page.default: 24

slug*string

URL slug, e.g. 'chatgpt' or 'ai-image-tools'.

Readme

HyperStore MCP

Plug 6,500+ AI apps into any LLM via the Model Context Protocol.

View the full README on GitHub

Details

Repository: github.com/deficlow/hyperstore-mcp
Website: store.hypergpt.ai
Category: Search & Web Crawling
Package: hyperstore-mcp
Transport: STDIO, HTTP, SSE
Registry: MCP registry, active
Resources: 1
Prompts: 3
Tools verified: Nov 6, 2026

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HyperStore

Install

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HyperStore MCP

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