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glama

llm-reviewer

MCP server for reviewing code changes using LLMs, supporting Copilot, Ollama, and OpenAI-compatible endpoints.

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// key findings
🚨
Known vulnerabilities in dependencies: 2 critical, 5 high
Affects packages this MCP installs at runtime. Upgrade or remove the affected dependency.
🔐
You'll be asked for 2 credentials: GITHUB_TOKEN, LLM_REVIEWER_API_KEY
These are read from process.env at runtime. Make sure you trust where they’ll be sent.
// known CVEs in dependencies2 critical5 high

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

criticalvitest@2.0.0GHSA-5xrq-8626-4rwp

When Vitest UI server is listening, arbitrary file can be read and executed

criticalvitest@2.0.0GHSA-9crc-q9x8-hgqq

Vitest allows Remote Code Execution when accessing a malicious website while Vitest API server is listening

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

highminimatch@10.0.0GHSA-23c5-xmqv-rm74

minimatch ReDoS: nested *() extglobs generate catastrophically backtracking regular expressions

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// required environment variables
This server reads these from process.env. You'll be asked to provide them before it can run.
🔐 secretGITHUB_TOKEN1. $ environment variable
🔐 secretLLM_REVIEWER_API_KEY"sk-..." llm-reviewer local \
configLLM_REVIEWER_API_KEY_COMMANDShell command to obtain API key op read 'op://Dev/key'
configLLM_REVIEWER_BASE_URL1. --base-url CLI flag or env var
configLLM_REVIEWER_CHUNKINGnever llm-reviewer local
configLLM_REVIEWER_MAX_DIFF_SIZE
configLLM_REVIEWER_OLLAMA_URLOllama base URL http://remote:11434
configLLM_REVIEWER_PROGRESS
configLLM_REVIEWER_PROVIDEROverride provider ollama, custom
// 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/asheshv-llm-reviewer-1rhxbs)](https://m8ven.ai/mcp/asheshv-llm-reviewer-1rhxbs)
commit: b55abcade00ae5b941c5d5895572d95c764d8606
code hash: f5bc4af4ff5648e2db1644307713634a1e7d34c70646a6c5f5352a6b346c403f
verified: 6/22/2026, 12:06:28 PM
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