KongMing Growth MCP

Name: KongMing Growth MCP
Author: kongming-ai

@kongming-aiMCP server · External

Cross-border e-commerce growth tools: mentions, pain points, competitors, GEO audit, synthesis.

Freeno charge per call

One address for any MCP client. Your key stays in your Odel vault.

What it does

At most: only reads or looks up information.

Free

Odel charges nothing per call. The publisher may charge for its own service.

None listed · checked 27 Sep 2026

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README1 min readView on GitHub

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.

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.

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?"