Koskamo

Gravity AI UI MCP

An MCP server that allows AI agents to search a public gallery of interface drafts and generate Gravity UI interface payloads using structured A2UI output, OpenAI Responses, and Gravity UI components.

Visit Gravity AI UI

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.

Gravity AI UI MCP logo, by Gravity AI UIVendor evidenceStreamable HTTPNo sign-inEndpoint checked 2026-11-07Operated by Gravity AI UI
MCP endpoint (Streamable HTTP)
https://gravity-ai.ydb-qdrant.tech/mcp
Vendor documentation

What its tools do

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

Read-only (2)

Can change data (2)

4 of 4 have a description · 4 of 4 declare behavior hints · 4 of 4 with parameters document them all

Checks and signals

Each line is separate evidence, not a trust score.

  • Passed Endpoint answered the live check ·
  • Passed Official MCP Registry namespace is tied to ydb-qdrant.tech ·
  • Passed Endpoint is on the registry namespace domain ·
  • Availability 1 of 1 checks passed in 30 days

What you can do with it

  • Search public Gravity AI UI drafts
  • Generate Gravity UI interface payloads
  • Inspect AI-built product interfaces
  • Reuse AI-generated interface code

Source and maintenance

Vendor evidenceRegistry 1.0.0
mcp-registry: tech.ydb-qdrant/gravity-ai-ui@1.0.0Project website

Protocol and capabilities

Server
gravity-ai-ui 1.0.0
MCP protocol negotiated in check
2025-11-25
Tools
4 advertised
Resources
Not advertised
Resource templates
Not advertised
Prompts
Not advertised
Server-advertised capabilities
{
  "tools": {
    "listChanged": true
  }
}

Server-provided instructions

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

Gravity AI UI exposes public tools for searching liked interface drafts, reading public gallery payloads, and generating or refining validated A2UI + Gravity UI interface payloads. Generated results are returned to the caller and are not saved or published by MCP tools.

Tools

4 advertised

search_interfaces — Search Gravity AI UI interfaces
Advertised by the server during the last successful anonymous check.
Advertised read-only

Use to discover public liked Gravity AI UI interface drafts by title, summary, or id. This returns public gallery metadata only. Use get_interface when you need the full payload or React code for a known id.

search_interfaces input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "properties": {
    "limit": {
      "anyOf": [
        {
          "type": "number"
        },
        {
          "type": "string"
        }
      ],
      "description": "Optional maximum result count. Defaults to 10 and is clamped to 1-48."
    },
    "query": {
      "type": "string",
      "description": "Optional text matched against public interface titles and summaries."
    }
  }
}
search_interfaces annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
get_interface — Get Gravity AI UI interface
Advertised by the server during the last successful anonymous check.
Advertised read-only

Use when you already have a public Gravity AI UI gallery id and need the sanitized public interface metadata, composed payload, thumbnail URLs, page URL, and copyable React code.

get_interface input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "id"
  ],
  "properties": {
    "id": {
      "type": "string",
      "description": "Public Gravity AI UI gallery interface id."
    }
  }
}
get_interface annotations
{
  "readOnlyHint": true,
  "openWorldHint": false,
  "idempotentHint": true,
  "destructiveHint": false
}
generate_interface — Generate Gravity AI UI interface
Advertised by the server during the last successful anonymous check.
Open-world

Use to generate a new Gravity AI UI composed interface from a prompt. This calls the public generator with the server OpenAI configuration and does not save or publish the result.

generate_interface input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "prompt"
  ],
  "properties": {
    "prompt": {
      "type": "string",
      "maxLength": 6000,
      "minLength": 1,
      "description": "Natural-language prompt for the interface to generate."
    },
    "conversationId": {
      "type": "string",
      "maxLength": 120,
      "minLength": 1,
      "description": "Optional stable conversation id for this generation."
    }
  }
}
generate_interface annotations
{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}
refine_interface — Refine Gravity AI UI interface
Advertised by the server during the last successful anonymous check.
Open-world

Use to refine a previously generated Gravity AI UI composed payload with a natural-language instruction. This does not save or publish the result.

refine_interface input schema
{
  "type": "object",
  "$schema": "http://json-schema.org/draft-07/schema#",
  "required": [
    "instruction",
    "payload"
  ],
  "properties": {
    "history": {
      "type": "array",
      "items": {
        "type": "object",
        "required": [
          "role",
          "text"
        ],
        "properties": {
          "role": {
            "enum": [
              "user",
              "assistant"
            ],
            "type": "string"
          },
          "text": {
            "type": "string",
            "maxLength": 2000,
            "minLength": 1
          },
          "surfaceId": {
            "type": "string",
            "maxLength": 80,
            "minLength": 1
          }
        }
      },
      "maxItems": 12,
      "description": "Optional short conversation history for refinement context."
    },
    "payload": {
      "description": "Previous composed Gravity interface payload."
    },
    "dataModel": {
      "description": "Optional latest data model for the previous payload."
    },
    "instruction": {
      "type": "string",
      "maxLength": 6000,
      "minLength": 1,
      "description": "Natural-language refinement instruction."
    },
    "conversationId": {
      "type": "string",
      "maxLength": 120,
      "minLength": 1,
      "description": "Optional stable conversation id for this refinement."
    }
  }
}
refine_interface annotations
{
  "readOnlyHint": false,
  "openWorldHint": true,
  "idempotentHint": false,
  "destructiveHint": false
}

Prompts

Not advertised

No prompt definitions available.

Resources

Not advertised

No resource definitions available.

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
1989 ms
95th percentile latency
1989 ms

Maintenance history

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

  • · probe · passed · 1989 ms · metadata changed · 4 tool(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 gravity-ai-ui-mcp https://gravity-ai.ydb-qdrant.tech/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 gravity-ai-ui-mcp --url https://gravity-ai.ydb-qdrant.tech/mcp

Cursor

Merge this server into .cursor/mcp.json in your project, then enable gravity-ai-ui-mcp in your MCP settings.
Cursor configuration
{
  "mcpServers": {
    "gravity-ai-ui-mcp": {
      "url": "https://gravity-ai.ydb-qdrant.tech/mcp"
    }
  }
}

Cline

Merge this into cline_mcp_settings.json (Cline → MCP Servers → Configure).
Cline configuration
{
  "mcpServers": {
    "gravity-ai-ui-mcp": {
      "type": "streamableHttp",
      "url": "https://gravity-ai.ydb-qdrant.tech/mcp",
      "disabled": false
    }
  }
}

VS Code

Merge this server into .vscode/mcp.json. Use MCP: List Servers to start gravity-ai-ui-mcp and inspect its tools.
VS Code configuration
{
  "servers": {
    "gravity-ai-ui-mcp": {
      "type": "http",
      "url": "https://gravity-ai.ydb-qdrant.tech/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 gravity-ai-ui-mcp https://gravity-ai.ydb-qdrant.tech/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://gravity-ai.ydb-qdrant.tech/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": {
    "gravity-ai-ui-mcp": {
      "serverUrl": "https://gravity-ai.ydb-qdrant.tech/mcp"
    }
  }
}

Let your agent find its tools

Find servers like Gravity AI UI 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 633

Do you run Gravity AI UI MCP?

Prove ownership with a DNS record, a well-known file, or your Official MCP Registry entry, and your edits publish immediately. Proofs are re-checked weekly; admins can still hide or remove a listing.

Claim this listing