Ecommerce MCP Server (Ethan-Shapiro/Ecommerce-MCP-Server) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: we have no way to read this server ourselves. No publisher has claimed this listing.

Back to MCP Trust Indexm8ven
C
Emerging
74/100
14 days ago

Ecommerce MCP Server

Enables AI agents to query BigQuery ecommerce datasets like TheLook via guarded, read-only SQL tools (dry_run_sql and execute_sql), with benchmarked performance over wiki-style documentation lookup.

→ Ethan-Shapiro/Ecommerce-MCP-Server· listed on glama

Emerging. No concerning findings. Grades remain capped until the project builds reputation through adoption. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

How we verified

Code Verified⚡ Live Monitored: not connected

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Who stands behind it

Ethan-Shapiro

Source: Glama

Is this your MCP?

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Install from

Glama

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// key findings
✅
No credential exfiltration, no sensitive file access, no obfuscation
Static analysis found nothing flowing your secrets to unexpected places.
✅
Open source with a license and README
Anyone can audit the code, the license is declared, and the publisher documents what it does.
🔐
You'll be asked for 2 credentials: GEMINI_API_KEY, GOOGLE_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// environment variables
To run this server yourself, you supply these values. They go in your own MCP client configuration and stay on your machine. The secret label means the value is sensitive, not that the server mishandles it.
configMCP_CONFIG_PATHSettings come from optional YAML (), then environment variables override YAML (see mcp_server.config.Settings). A .env file in the working directory is also loaded when present.
configCURSOR_AGENT_TRANSCRIPTS_ROOT
🔐 secretGEMINI_API_KEYset =... # default LLM; see table below for OpenAI
🔐 secretGOOGLE_API_KEYGemini (default): GEMINI_API_KEY or from [Google AI Studio](https://aistudio.google.com/apikey).
configBENCHMARK_PROVIDEROpenAI: set =openai and OPENAI_API_KEY, or pass --provider openai.
configBENCHMARK_SKIP_BIGQUERYSame GCP setup as above: GCP_PROJECT_ID and credentials unless =1 (then validation is mostly parse-only).
configBENCHMARK_MODELOverrides default model if you omit --model (Gemini default: gemini-3.1-flash-lite-preview; OpenAI default: gpt-4o-mini).
// quality suggestions

Tool annotations

No tools have read-only/destructive annotations

Add readOnlyHint or destructiveHint annotations to every tool so hosts can warn users before invoking.

All four hints declared on every tool

5/5 tools missing one or more hints — list_tables (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); describe_table (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); suggest_joins (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +2 more. OpenAI's directory rejects tools where any of the four hints are missing or non-boolean.

For every tool, set all four hints (readOnlyHint, destructiveHint, idempotentHint, openWorldHint) to explicit true/false values that match the handler’s actual behaviour.

Tool test coverage

Only 0/5 tools referenced in tests (0%)

Write tests that reference each tool by name so every tool has at least one test.

Claim the listing to review these findings one by one and send us a correction where you disagree, straight to the team. Claiming also means we tell you when the grade moves, and reach you first if we find anything urgent.

// full audit trail
The findings above are the summary. The full trail, every check we ran, each deduction, the network hosts observed and the dependency advisories, goes to verified publishers, along with an alert whenever a new one lands. Verified publishers can also review each finding and dispute it in one click. Publisher corrections have sharpened several of our checks this month, because the maintainer knows the codebase better than any scanner.
// improvement guidance — verified publishers only
We have 3 concrete improvements we can share with the publisher of this MCP. Each comes with specific guidance to raise the trust score.
// embed badge in your README
[![M8ven Score](https://m8ven.ai/badge/mcp/ethan-shapiro-ecommerce-mcp-server-1eopeq)](https://m8ven.ai/mcp/ethan-shapiro-ecommerce-mcp-server-1eopeq)
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commit: a9ea0e2f8d0a2440ddf814c8d74c885cf0975589
code hash: 92c315317f7e0213e4177f6fccff9642fe3bfe00ec7bd51e962f7e9836c0f5b2
verified: 8/17/2026, 9:24:36 AM
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