verbalized-sampling-mcp

A Model Context Protocol server that provides Verbalized Sampling prompt templates and response processing to improve LLM output diversity by 2-3x.

→ v1truv1us/verbalized-sampling-mcp · listed on glama

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// key findings

⚠️

Known vulnerabilities in dependencies: 3 high

Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.

✅

No credential exfiltration, no sensitive file access, no obfuscation

Static analysis found nothing flowing your secrets to unexpected places.

// required environment variables

This server reads these from process.env. You'll be asked to provide them before it can run.

configMCP_CLIENT_INFO— vscode-extension@1.0.0

configMCP_SERVER_NAME— verbalized-sampling-mcp

configMCP_TOOL_COUNT

configMCP_TRANSPORT_TYPE

configSENTRY_DSN— export ="your-dsn@sentry.io/project-id"

configSENTRY_ENVIRONMENT— developmentproduction

configSENTRY_RELEASE

// full audit trail

The full breakdown of what we checked, the deductions that landed, the network hosts, the dependency advisories, and concrete fix guidance is available to verified publishers.

// 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/v1truv1us-verbalized-sampling-mcp-etbxsi)](https://m8ven.ai/mcp/v1truv1us-verbalized-sampling-mcp-etbxsi)

commit: 617e715f309e616985d229b9539a8e559d03ea80

code hash: 39d0bafe6af2362b90ceb197f2285aee1d33484c80c9faf7d869b15c8628ecf6

verified: 6/22/2026, 1:10:01 PM

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