HyperStore MCP server

online · 100% uptime

by deficlow·io.github.deficlow/hyperstore-mcp·v0.1.1·1 stars

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Search and inspect 6,500+ curated AI apps from the HyperStore directory.

B84/100grade B

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B84/100

full report

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HyperStore tools (13)

write = sends, deletes, buys or posts

ai_searchFree
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.
apps_for_audienceFree
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).
apps_for_use_caseFree
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).
browse_appsFree
Browse apps A-Z by starting letter. Use letter='#' for apps starting with digits or symbols. Useful for alphabetical discovery rather than search.
category_appsFree
Get apps within a specific category. Returns the category metadata plus a paginated list of apps in that category, sorted by popularity.
get_alternativesFree
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'.
get_appFree
Fetch the full detail page for a single AI app by slug: long description, features, screenshots, categories, pricing, rating, website URL, source attribution.
get_homepageFree
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.
list_appsFree
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.
list_audiencesFree
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`.
list_categoriesFree
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.
list_use_casesFree
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`.
search_appsFree
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').

Public scan report

scanner v0.1.9 · 2026-09-27 · same rubric, same numbers if you re-run it

no findings

Code scan9 source files scanned25/25
Live reliabilityremote reachable in 516ms20/20
Tool poisoning13 tool descriptions checked15/15
Auth qualityopen endpoint, read-only tools10/15
Maintenancelast push 99 days ago8/15
Maintainer identityregistry namespace matches repository owner6/10

Overall 84/100. Components that don't apply are left out of the denominator. Any critical finding is an F.Rubric Appeal a finding JSON

How HyperStore compares

Against every graded Web search MCP server, from our own scans and uptime checks. Updated after each scan run.

Safety score: 84/100; higher than 73% of 3,470 Web search servers
Tools: 13; the typical Web search server has 5
Tools that change things: 0%; typical: 0%. Fewer write tools means less an agent can break
Uptime: 100%; of our recent checks; the typical remote Web search server answers 100%
Response time: 345 ms; faster than 45% of 2,238 Web search servers
GitHub stars: 1; more than 55% of 1,786 Web search servers

What its tools let an agent do: 13 read

Install HyperStore in Claude Code, Cursor or VS Code

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

Add to Cursor

What the publisher says

From the HyperStore repository's README, as published. We do not edit it. Read it on GitHub

HyperStore MCP

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

HyperStore is a curated directory of 6,500+ AI applications, developed by HyperGPT. This MCP server exposes the HyperStore catalog to any LLM client — Claude, ChatGPT, Cursor, Windsurf, Cline, Zed, Gemini, and anything else that speaks MCP.

Ask your LLM:

"Find me a free AI tool that summarises PDFs."

"Compare ChatGPT, Claude, and Gemini side-by-side."

"Show me the top 5 image-generation apps with an API."

The LLM calls HyperStore MCP behind the scenes and answers with up-to-date, curated results.

What you get

13 tools:

3 resources:

hyperstore://app/{slug} — markdown rendering of any app
hyperstore://category/{slug} — top apps in a category
hyperstore://catalog — full category index

3 prompts:

findtoolfor_task — guided discovery for a task
compare_apps — side-by-side app comparison
discover_category — explore a topic

Install

Option A — uvx (zero install, recommended)

Requires uv. One command and you're done:

uvx hyperstore-mcp

Option B — pipx

pipx install hyperstore-mcp
hyperstore-mcp

Option C — Docker (for remote hosting)

docker run --rm -p 8080:8080 ghcr.io/deficlow/hyperstore-mcp
# Now MCP Streamable HTTP at http://localhost:8080/mcp

Option D — Hosted endpoint (no install)

Use our managed Streamable HTTP server:

https://mcp.store.hypergpt.ai/mcp

Connect from your LLM client

Claude Desktop

Edit ~/Library/Application Support/Claude/claudedesktopconfig.json (macOS) or %APPDATA%\Claude\claudedesktopconfig.json (Windows):

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

Restart Claude → tools appear in the 🛠 menu.

Claude Code

claude mcp add hyperstore -- uvx hyperstore-mcp

Cursor

.cursor/mcp.json (project) or ~/.cursor/mcp.json (global):

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

Windsurf

~/.codeium/windsurf/mcp_config.json:

Shortened. The full README is on GitHub.

Nothing above is checked by us. What we check is on the safety report.

HyperStore: common questions

Is HyperStore MCP server safe?: Mostly: it is graded B (84/100). Read the HyperStore safety report
How do I install HyperStore?: It runs remotely at mcp.store.hypergpt.ai. Add it to Claude Code, Cursor, VS Code or Claude Desktop with the snippets above, or call it through the mcp.market gateway without installing anything.
Does HyperStore need an API key?: Not as far as the registry entry and our scan can tell: no credentials are declared or required.
Is HyperStore maintained?: The last commit was 137 days ago (2026-06-20). The latest release is v0.1.1.
Is HyperStore up?: 100% of our last 28 checks got an answer. We check remote servers about four times a day.
What can I use instead of HyperStore?: Servers from other publishers that do the same job: mcp.film directory MCP server, HeyClaude — Claude & AI workflow directory MCP server and Apple Notes MCP server.
How does HyperStore compare with other Web search MCP servers?: safety score 84/100 (higher than 73% of 3,470 Web search servers); tools 13 (the typical Web search server has 5); tools that change things 0% (typical: 0%. Fewer write tools means less an agent can break). Full comparison.

Alternatives to HyperStore

Same job from other publishers: the closest match first, then the best rated.

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Apple Notes
Inspect, search, create, edit, move, and organize notes in Apple Notes on macOS.
More from JonathanRReed →
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Qaskills
Search, inspect, and install 400+ QA testing skills from qaskills.sh into any MCP client.
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Run it through the gateway

With the gateway added, ask your agent for it by name:

agent prompt

call io.github.deficlow/hyperstore-mcp → ai_search

Free per call. Metered, capped by your key, logged for reliability.

Add the gateway (gw.mcp.market)

Rating: —
Safety grade: B · 84/100
Stars: 1
Downloads/wk: –
Price: Free
Licence: MIT
Transport: Remote · mixed
Uptime: 100% · 28/28 checks
Version: 0.1.1
Category: Web search
Last release: 2026-06-20

Endpoint

https://mcp.store.hypergpt.ai/mcp

streamable-http

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