AI Peer Review MCP Server

Item: AI Peer Review MCP Server
Rating: 66
Author: M8ven

Enables local language models to request real-time peer review feedback from Google Gemini to improve response quality, accuracy, and completeness through AI collaboration.

→ xyehya/ai-peer-review-mcp · listed on glama

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// key findings

🚨

Secret credentials may flow to a network call

1 flow detected: GEMINI_API_KEY. We can’t prove the destination matches the brand the credential belongs to.

⚠️

Known vulnerabilities in dependencies: 2 high

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

🔐

You'll be asked for 1 credential: GEMINI_API_KEY

These are read from process.env at runtime. Make sure you trust where they’ll be sent.

// known CVEs in dependencies2 high

Disclosed vulnerabilities in this server's declared npm dependencies (via OSV). Whether each is reachable depends on the installed versions.

high@modelcontextprotocol/sdk@1.0.0GHSA-8r9q-7v3j-jr4g

Anthropic's MCP TypeScript SDK has a ReDoS vulnerability

high@modelcontextprotocol/sdk@1.0.0GHSA-w48q-cv73-mx4w

Model Context Protocol (MCP) TypeScript SDK does not enable DNS rebinding protection by default

Depend on this server? Get alerted when its CVEs change.Watch this server free →

// required environment variables

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

🔐 secretGEMINI_API_KEY— =your_actual_api_key_here

// 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 5 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/xyehya-ai-peer-review-mcp-sa95lv)](https://m8ven.ai/mcp/xyehya-ai-peer-review-mcp-sa95lv)

commit: d7fc3d6ecb335d15bb4b1a3075d15a1ce8969ea5

code hash: b1d644dbfa8921e5e2219a665b83623d63a50ab5f215aec2e1b4fc1c2cc52b29

verified: 6/17/2026, 12:30:30 PM

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