research-data-explorer (u9401066/research-data-explorer) is an MCP server listed on the M8ven Trust Index. M8ven has not graded it: there is no public source to read and no endpoint we can reach, so there is nothing for us to inspect. No publisher has claimed this listing.

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

research-data-explorer

🔍 AI-powered Research Data Explorer — MCP + Agent + Skill workflow for non-technical researchers. Orchestrates EDA, statistical analysis (via automl-stat-mcp), and structured research report generation.

→ u9401066/research-data-explorer· listed on github_code

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

u9401066

Source: github_code

Is this your MCP?

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GitHub

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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.
// 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.
configPath
configProgramFiles
configRDE_COMPARE_AUTO_FIGURES
configRDE_WORKSPACEWhen launched from the VS Code extension, init_project() resolves this data/projects/ root from the active workspace via , not from the MCP server process cwd.
configRDE_LOGIT_BACKEND
configRDE_REGRESSION_BACKEND
configRDE_TABLE_ONE_ENGINE
configRDE_TABLE_ONE_P_VALUES
configRDE_STATS_BACKEND
// 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

49/49 tools missing one or more hints — suggest_cleaning (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); apply_cleaning (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); analyze_variable (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint), +46 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.

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 2 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/u9401066-research-data-explorer-171tty)](https://m8ven.ai/mcp/u9401066-research-data-explorer-171tty)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: 2b20221ddf45e558d495a8da64e69189e1ac40fc
code hash: e74323db6f46fef78fe5ddd37e495f61537619e7df5733d7a42f30be1f0f202d
verified: 8/17/2026, 5:19:36 PM
view raw JSON →
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