Server data from the Official MCP Registry
Cross-border e-commerce growth tools: mentions, pain points, competitors, GEO audit, synthesis.
About
Cross-border e-commerce growth tools: mentions, pain points, competitors, GEO audit, synthesis.
Remote endpoints: streamable-http: https://mcp.kmingai.com/mcp
Security Report
Valid MCP server (1 strong, 1 medium validity signals). No known CVEs in dependencies. Imported from the Official MCP Registry. 1 finding(s) downgraded by scanner intelligence.
Endpoint verified · Open access · 1 issue found
Security scores are indicators to help you make informed decisions, not guarantees. Always review permissions before connecting any MCP server.
Permissions Found in Source Code
Found by scanning the linked source code. This listing connects to a hosted endpoint, so none of this runs on your machine: it describes what the server software does where it is hosted.
How to Connect
Remote Plugin
No local installation needed. Your AI client connects to the remote endpoint directly.
Add this to your MCP configuration to connect:
{
"mcpServers": {
"io-github-kongming-ai-mcp-server": {
"url": "https://mcp.kmingai.com/mcp"
}
}
}Documentation
View on GitHubFrom the project's GitHub README.
KongMing Growth MCP
Cross-border e-commerce growth data & analysis over MCP (Model Context Protocol).
Endpoint: https://mcp.kmingai.com/mcp · Transport: Streamable HTTP · Auth: Authorization: Bearer <key>
Live since 2026-09-26. Mainland-China direct: 5/5 reachable, 628ms avg.
What you get
11 tools for DTC brands selling cross-border (Amazon / independent sites):
| Tool | Answers |
|---|---|
| query_mentions | Multi-channel customer mentions with sources & sample sizes |
| get_pain_points | Pain-point clustering, severity-ranked |
| get_sentiment_trend | Sentiment trend over time |
| query_competitor_mentions | Competitor mention queries |
| compare_competitors | Brand-vs-competitor comparison matrix |
| query_geo_visibility | AI-engine visibility per query (GEO) |
| get_geo_audit_snapshot | Self-contained AI-visibility audit snapshot |
| generate_strategic_synthesis | 7-layer strategic synthesis, evidence-backed |
| search_knowledge | Semantic search over your knowledge base |
| model_catalog_get | Model catalog (credits language) |
| media_estimate_price | Media pricing quote (coming soon) |
Every answer carries sources, sample sizes and time windows. Zero fabrication — insufficient data is stated as insufficient.
Quickstart
- Get an API key: app.kmingai.com → Settings → Developer → Create API Key.
- Point any MCP client at the endpoint with your key as a Bearer header — see docs/quickstart.md for per-client guides (Doubao Work, Tencent WorkBuddy, generic EN).
- Ask: "What are my customers complaining about in the last 30 days?"
Billing
Credits — same price as the KongMing workspace, no markup for external shells. Per-key usage caps. New accounts include trial credits.
Docs
Status
- Public endpoint live
- 10/11 tools open (media pricing quote coming soon)
- Error codes -32008/-32009 activation (with E4 billing window)
- Marketplace listings (WorkBuddy / Doubao / Coze) in review pipeline
© KongMing AI — www.kmingai.com
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