goldenpipe (benseverndev-oss/goldenpipe) is an MCP server listed on the M8ven Trust Index. It scores 73 out of 100, grade C. It declares 5 tools. No publisher has claimed this listing.

Limited view

73/100

goldenpipe

Item: goldenpipe
Rating: 73
Author: M8ven

Enables orchestrating data quality checks, transformation, and deduplication pipelines via an MCP interface. Offers tools for listing pipeline stages, validating wiring, running the full check-transform-match pipeline, and explaining configurations.

→ benseverndev-oss/goldenpipe · listed on glama

Limited view. Automated analysis covers part of this stack. Findings reflect what we verified. Grades reflect the full trust pyramid: code, verification depth, and reputation. New projects cap at C until adoption is earned.

Limited view: static analysis for Python is partially covered.

How we verified

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Who stands behind it

benseverndev-oss

Source: Glama · also listed on PulseMCP

Is this your MCP?

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Install from

Glamanot scored here PulseMCPnot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// 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.

// 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

4/4 tools missing one or more hints — list_stages (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); validate_pipeline (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); run_pipeline (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +1 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.

Tests exist

No test files found

Add tests that exercise each declared tool.

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/benseverndev-oss/goldenpipe)](https://m8ven.ai/mcp/benseverndev-oss/goldenpipe)

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commit: f9d2a6d32dce935d31e045fb7dfb0dfcc44cb8d6

code hash: f5e3405114c8284ad6ad615162ad19757fc481ffe6bf284bc6ba3c6219cba426

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