Koskamo

HyperStore MCP

Enables AI agents to search and inspect over 6,000 curated AI applications from the HyperStore directory, providing access to app details, categories, and direct links for discovery and evaluation.

Endpoint and access

No sign-in to connect and list tools. Individual tools may still need a vendor account, credentials, or permissions; check the documented prerequisites.

HyperStore MCP logo, by HyperGPTCommunity listingStreamable HTTPNo sign-inEndpoint checked 2026-11-06Published by HyperGPT
MCP endpoint (Streamable HTTP)
https://mcp.store.hypergpt.ai/mcp
Vendor documentation

What its tools do

13 tools, grouped by the hints the server advertises. Hints are self-declared, not verified behavior.

Not annotated (13)

13 of 13 have a description · 0 of 13 declare behavior hints · 10 of 10 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search for specific AI tools by name or category
  • Inspect app details including pricing and features
  • Discover curated AI applications for various use cases
  • Browse directory categories like text, video, or marketing

Source and maintenance

Community listingRegistry 0.1.1
mcp-registry: io.github.deficlow/hyperstore-mcp@0.1.1Source repositoryProject website
Maintenance checked

Protocol and capabilities

Server
hyperstore 1.28.0
MCP protocol negotiated in check
2025-11-25
Tools
13 advertised
Resources
1 advertised
Resource templates
2 advertised
Prompts
3 advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": false
  },
  "prompts": {
    "listChanged": false
  },
  "resources": {
    "subscribe": false,
    "listChanged": false
  },
  "experimental": {}
}

Server-provided instructions

Untrusted server output shown for inspection. It is not Koskamo guidance and is excluded from knowledge search.

HyperStore MCP — search and inspect 1000+ curated AI applications. Use `ai_search` for natural-language queries, `search_apps` for keyword searches, `list_categories` to browse topics, and `get_app` for full detail. All data comes from store.hypergpt.ai and is read-only.

Tools

13 advertised

search_apps
Advertised by the server during the last successful anonymous check.

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').

search_apps input schema
{
  "type": "object",
  "title": "search_appsArguments",
  "required": [
    "query"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    },
    "query": {
      "type": "string",
      "title": "Query",
      "maxLength": 200,
      "minLength": 1,
      "description": "Search query."
    },
    "cursor": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cursor",
      "default": null,
      "description": "Pagination cursor (app id from prior page)."
    }
  }
}
ai_search
Advertised by the server during the last successful anonymous check.

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.

ai_search input schema
{
  "type": "object",
  "title": "ai_searchArguments",
  "required": [
    "prompt"
  ],
  "properties": {
    "prompt": {
      "type": "string",
      "title": "Prompt",
      "maxLength": 500,
      "minLength": 2,
      "description": "Natural-language description of what the user is looking for."
    }
  }
}
get_app
Advertised by the server during the last successful anonymous check.

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

get_app input schema
{
  "type": "object",
  "title": "get_appArguments",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "title": "Slug",
      "description": "URL slug, e.g. 'chatgpt' or 'ai-image-tools'."
    }
  }
}
list_apps
Advertised by the server during the last successful anonymous check.

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_apps input schema
{
  "type": "object",
  "title": "list_appsArguments",
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    },
    "query": {
      "anyOf": [
        {
          "type": "string",
          "maxLength": 200
        },
        {
          "type": "null"
        }
      ],
      "title": "Query",
      "default": null,
      "description": "Optional keyword filter."
    },
    "cursor": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cursor",
      "default": null,
      "description": "Pagination cursor (app id from prior page)."
    },
    "pricing": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Pricing",
      "default": null,
      "description": "Filter by pricing model: 'free', 'freemium', 'paid', 'free-trial', 'subscription', or 'one-time'."
    },
    "category": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Category",
      "default": null,
      "description": "Optional category slug to filter by."
    }
  }
}
list_categories
Advertised by the server during the last successful anonymous check.

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_categories input schema
{
  "type": "object",
  "title": "list_categoriesArguments",
  "properties": {}
}
list_categories output schema
{
  "type": "object",
  "title": "list_categoriesOutput",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": true
      },
      "title": "Result"
    }
  }
}
category_apps
Advertised by the server during the last successful anonymous check.

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

category_apps input schema
{
  "type": "object",
  "title": "category_appsArguments",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "title": "Slug",
      "description": "URL slug, e.g. 'chatgpt' or 'ai-image-tools'."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    },
    "cursor": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cursor",
      "default": null,
      "description": "Pagination cursor (app id from prior page)."
    },
    "pricing": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Pricing",
      "default": null,
      "description": "Filter by pricing model: 'free', 'freemium', 'paid', 'free-trial', 'subscription', or 'one-time'."
    }
  }
}
browse_apps
Advertised by the server during the last successful anonymous check.

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

browse_apps input schema
{
  "type": "object",
  "title": "browse_appsArguments",
  "required": [
    "letter"
  ],
  "properties": {
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    },
    "cursor": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cursor",
      "default": null,
      "description": "Pagination cursor (app id from prior page)."
    },
    "letter": {
      "type": "string",
      "title": "Letter",
      "maxLength": 1,
      "minLength": 1,
      "description": "A single letter A-Z, or '#' for digits/symbols."
    },
    "pricing": {
      "anyOf": [
        {
          "type": "string"
        },
        {
          "type": "null"
        }
      ],
      "title": "Pricing",
      "default": null,
      "description": "Filter by pricing model: 'free', 'freemium', 'paid', 'free-trial', 'subscription', or 'one-time'."
    }
  }
}
get_homepage
Advertised by the server during the last successful anonymous check.

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.

get_homepage input schema
{
  "type": "object",
  "title": "get_homepageArguments",
  "properties": {
    "page": {
      "type": "integer",
      "title": "Page",
      "default": 1,
      "minimum": 1,
      "description": "Homepage pagination — page 1 returns trending + stats."
    }
  }
}
get_alternatives
Advertised by the server during the last successful anonymous check.

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_alternatives input schema
{
  "type": "object",
  "title": "get_alternativesArguments",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "title": "Slug",
      "description": "URL slug, e.g. 'chatgpt' or 'ai-image-tools'."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    }
  }
}
list_audiences
Advertised by the server during the last successful anonymous check.

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_audiences input schema
{
  "type": "object",
  "title": "list_audiencesArguments",
  "properties": {}
}
list_audiences output schema
{
  "type": "object",
  "title": "list_audiencesOutput",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": true
      },
      "title": "Result"
    }
  }
}
apps_for_audience
Advertised by the server during the last successful anonymous check.

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_audience input schema
{
  "type": "object",
  "title": "apps_for_audienceArguments",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "title": "Slug",
      "description": "URL slug, e.g. 'chatgpt' or 'ai-image-tools'."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    },
    "cursor": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cursor",
      "default": null,
      "description": "Pagination cursor (app id from prior page)."
    }
  }
}
list_use_cases
Advertised by the server during the last successful anonymous check.

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`.

list_use_cases input schema
{
  "type": "object",
  "title": "list_use_casesArguments",
  "properties": {}
}
list_use_cases output schema
{
  "type": "object",
  "title": "list_use_casesOutput",
  "required": [
    "result"
  ],
  "properties": {
    "result": {
      "type": "array",
      "items": {
        "type": "object",
        "additionalProperties": true
      },
      "title": "Result"
    }
  }
}
apps_for_use_case
Advertised by the server during the last successful anonymous check.

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).

apps_for_use_case input schema
{
  "type": "object",
  "title": "apps_for_use_caseArguments",
  "required": [
    "slug"
  ],
  "properties": {
    "slug": {
      "type": "string",
      "title": "Slug",
      "description": "URL slug, e.g. 'chatgpt' or 'ai-image-tools'."
    },
    "limit": {
      "type": "integer",
      "title": "Limit",
      "default": 24,
      "maximum": 48,
      "minimum": 1,
      "description": "Max results per page."
    },
    "cursor": {
      "anyOf": [
        {
          "type": "integer"
        },
        {
          "type": "null"
        }
      ],
      "title": "Cursor",
      "default": null,
      "description": "Pagination cursor (app id from prior page)."
    }
  }
}

Prompts

3 advertised

find_tool_for_task

Advertised by the server during the last successful anonymous check.

Help the user find the best AI tool for a specific task using HyperStore.

task
No description (required)
compare_apps

Advertised by the server during the last successful anonymous check.

Side-by-side comparison of 2-5 AI apps from HyperStore.

slugs
No description (required)
discover_category

Advertised by the server during the last successful anonymous check.

Discover top AI tools in a given HyperStore category.

category
No description (required)

Resources

1 advertised

HyperStore Catalog

Advertised by the server during the last successful anonymous check.

Index of all HyperStore categories with app counts.

HyperStore Catalog URI
hyperstore://catalog

MIME type: text/markdown

HyperStore App

Advertised by the server during the last successful anonymous check.

Markdown rendering of a single AI app's detail page.

HyperStore App URI template
hyperstore://app/{slug}

MIME type: text/markdown

HyperStore Category

Advertised by the server during the last successful anonymous check.

Markdown listing of the top apps in a HyperStore category.

HyperStore Category URI template
hyperstore://category/{slug}

MIME type: text/markdown

90-day uptime

A lightweight connection check about every six hours, sampled on hosts with many listings. It shows the server answered, not that its tools work.

Too few checks for a percentage yet (2 of 2 answered).

  1. 2026-11-06: 1 of 1 checks answered
  2. 2026-11-07: 1 of 1 checks answered

30-day availability

Aggregated from read-only remote checks; this is not a tool-execution or security guarantee.

Successful checks
1 of 1 (100%)
Average latency
1331 ms
95th percentile latency
1331 ms

Maintenance history

Public check and source-refresh events. Editorial and ownership records remain private.

  • · probe · passed · 1331 ms · metadata changed · 13 tool(s), 1 resource(s), 2 resource template(s), 3 prompt(s)

Connect from your client

Each snippet registers the same endpoint; pick the client you use.

This server is operated by the named third party. Listing and endpoint checks are not an endorsement or a security audit. Review the operator's permissions, terms, and data handling before connecting. How listings are checked and corrected.

Claude Code

Run this once in a terminal. It registers the remote server. Use --scope project to write .mcp.json for the repo.
Claude Code configuration
claude mcp add --transport http hyperstore-mcp-hypergpt https://mcp.store.hypergpt.ai/mcp

Codex

Run this once. Codex stores MCP servers in ~/.codex/config.toml (or .codex/config.toml in a trusted project).
Codex configuration
codex mcp add hyperstore-mcp-hypergpt --url https://mcp.store.hypergpt.ai/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable hyperstore-mcp-hypergpt in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "hyperstore-mcp-hypergpt": {
      "url": "https://mcp.store.hypergpt.ai/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "hyperstore-mcp-hypergpt": {
      "type": "streamableHttp",
      "url": "https://mcp.store.hypergpt.ai/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start hyperstore-mcp-hypergpt and inspect its tools.
VS Code configuration
{
  "servers": {
    "hyperstore-mcp-hypergpt": {
      "type": "http",
      "url": "https://mcp.store.hypergpt.ai/mcp"
    }
  }
}

Gemini CLI

Run this once. It writes .gemini/settings.json in the current project; pass --scope user for ~/.gemini/settings.json.
Gemini CLI configuration
gemini mcp add --transport http hyperstore-mcp-hypergpt https://mcp.store.hypergpt.ai/mcp

Claude Desktop

Open Claude Settings > Connectors > Add custom connector, enter this server URL and enable it for the conversation. This is a manual remote-connector handoff, not a desktop JSON configuration.
Claude Desktop configuration
https://mcp.store.hypergpt.ai/mcp

Windsurf

Merge this into ~/.codeium/windsurf/mcp_config.json, then refresh MCP in Cascade. Windsurf remote servers use serverUrl, not url.
Windsurf configuration
{
  "mcpServers": {
    "hyperstore-mcp-hypergpt": {
      "serverUrl": "https://mcp.store.hypergpt.ai/mcp"
    }
  }
}

Let your agent find its tools

Find servers like HyperStore MCP from your agent. Add Koskamo once to search the index for endpoints, access requirements, and client setup. Public discovery needs no key.

Connect Koskamo Explore workflows
See all 8,787