reflect-mcp

Item: reflect-mcp
Rating: 71
Author: M8ven

Enables extraction of structured data from messy text with multi-model verification and human-in-the-loop review, surfacing only high-confidence results or flagging uncertain fields for confirmation.

→ jeffma8888/reflect-mcp · listed on 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.

// required environment variables

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

configREFLECT_PROVIDER— "": "anthropic",

configREFLECT_LOG_LEVEL

configAWS_REGION

// 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 4 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/jeffma8888-reflect-mcp-o7seag)](https://m8ven.ai/mcp/jeffma8888-reflect-mcp-o7seag)

commit: 6bcc1ee4ceb5f3eac37de47a6d0d5a9935fae307

code hash: 8224a226ff531cd5c4ef74e6cf97a10efc7809a420f4f3029f66a64c56682796

verified: 7/18/2026, 7:59:32 AM

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