llm-reviewer (asheshv/llm-reviewer) is an MCP server listed on the M8ven Trust Index. It scores 74 out of 100, grade C. It declares 3 tools. No publisher has claimed this listing.

Back to MCP Trust IndexM8ven
C
Emerging
74/100
7 days ago

llm-reviewer

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

→ asheshv/llm-reviewer· listed on glama

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

Verified is a snapshot. Live keeps it current, and builds your track record.

⚡ Connect GitHub → continuous verification on every pushwhy connect →

Who stands behind it

asheshv

Source: Glama

Is this your MCP?

Claim it to get a verified publisher badge, a free copy of our full audit findings, and direct contact for any high-priority issues we find. Or connect your repo for our deepest verification, Live Monitored: read-only, revoke anytime. What we access →

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Install from

Glamanot scored here

The grade above is for the source repository. Registries can serve a different version, so we mark the ones we were not able to read.

// key findings
🚨
Known vulnerabilities in dependencies: 1 critical
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 dependencies1 critical

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

criticalvitest@2.1.9GHSA-5xrq-8626-4rwp

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

Depend on this server? Get alerted when its CVEs change.Watch this server free →
// 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.
🔐 secretGITHUB_TOKEN1. $ environment variable
🔐 secretLLM_REVIEWER_API_KEYDo not store static apiKey values in project config files that may be committed to version control. Use apiKeyCommand or env var instead.
configLLM_REVIEWER_API_KEY_COMMANDop read 'op://Dev/key'
configLLM_REVIEWER_BASE_URL1. --base-url CLI flag or env var
configLLM_REVIEWER_CHUNKINGnever
configLLM_REVIEWER_MAX_DIFF_SIZE
configLLM_REVIEWER_OLLAMA_URLhttp://remote:11434
configLLM_REVIEWER_PROVIDERollama, custom
// 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

3/3 tools missing one or more hints — llm_review (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); llm_chat (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint); llm_models (missing: readOnlyHint, destructiveHint, idempotentHint, openWorldHint). 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.

Dev dependencies

1 critical/high in dev-only deps (does not ship to users)

Upgrade dev dependencies when convenient.

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 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/asheshv/llm-reviewer)](https://m8ven.ai/mcp/asheshv/llm-reviewer)
Shows your grade and updates automatically. Prefer no grade? Append ?variant=verified to the badge URL.
commit: b55abcade00ae5b941c5d5895572d95c764d8606
code hash: f5bc4af4ff5648e2db1644307713634a1e7d34c70646a6c5f5352a6b346c403f
verified: 9/5/2026, 2:08:38 PM
view raw JSON →
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