# China Marketing AI Intelligence MCP

> Remote MCP server for China brand visibility, destination demand, and KOL discovery workflows.

- name: ai.chinamarketing/intelligence
- version: 1.0.1
- connection class: unknown (unknown)
- trust: 71/100 flags: no-repository
- quality: 71/100 (needs work)
- owner: not claimed
- descriptor: https://api.protogrid.dev/v1/servers/ai.chinamarketing%2Fintelligence
- tools: https://api.protogrid.dev/v1/servers/ai.chinamarketing%2Fintelligence/tools

**Not classified yet.** The remote endpoints have not been probed successfully, or the listing has nothing to connect to.

## Connection (mcpServers)

```json
{
  "mcpServers": {
    "intelligence": {
      "type": "http",
      "url": "https://api.chinamarketing.ai/mcp"
    }
  }
}
```


## Trust

- hygiene: 80
- liveness: 98
- freshness: 45
- provenance: 55
- drivers: +dns-namespace +website +reachable +uptime-95% -stale-181d -no-repository
- Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed.

## Quality 71/100 (needs work)

### protocol: n/a (weight 25)

- n/a `protocol.modern`, `protocol.stateless`, `protocol.transport`, `protocol.list_ttl`: no remote answered a protocol handshake (not probed yet, unreachable, or local-only)

### authorization: n/a (weight 15)

- n/a `auth.prm`, `auth.as_metadata`, `auth.cimd`: no remote uses OAuth
- n/a `auth.secret_in_url`: no templated URL

### tool hygiene: 71 (weight 30)

- pass `tools.descriptions`: every tool has a description
- pass `tools.description_length`: descriptions are concise
- pass `tools.schemas`: every tool has an object input schema
- fail `tools.annotations`: no tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
- fail `tools.directory_hints`: no tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_brand_visibility_snapshot (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_destination_demand_snapshot (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_kol_shortlist (readOnlyHint, destructiveHint, idempotentHint, openWorldHint)
- pass `tools.token_cost`: about 452 tokens to load every tool
- pass `tools.api_dump`: tools are not a one-to-one API dump

### stability: n/a (weight 15)

- n/a `stability.changes`, `stability.rug_pull`: tool history not recorded yet

### dependencies: n/a (weight 15)

- n/a `deps.known_vulns`, `deps.mcp_sdk_version`, `deps.resolvable`: no npm or PyPI package

- tools: 3, about 452 tokens to load them all
- badge: [![protogrid quality](https://protogrid.dev/badge/ai.chinamarketing/intelligence.svg)](https://protogrid.dev/servers/ai.chinamarketing/intelligence)
- Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed.

### Tool changes

_No tool definition changes recorded._

## Remotes

- https://api.chinamarketing.ai/mcp (streamable-http, auth unknown, reachable true, uptime30d 0.94736844)

## Packages

_none_

## Tools (3)

- `get_brand_visibility_snapshot`: Generate a China brand visibility snapshot with summary assessment, scored strengths and gaps, and priority actions.
- `get_destination_demand_snapshot`: Generate a China outbound destination demand snapshot with demand direction, notable signals, risk framing, and priority actions.
- `get_kol_shortlist`: Generate a decision-ready China KOL shortlist with creator candidates, selection rationale, risk flags, and next steps.