Borrowing it
Nothing to install: this file belongs to Axcient/public-gateway-mcp. Take a copy, put it at the same path in your own repository, and replace the rules that are about this project with yours.
curl -O https://raw.githubusercontent.com/Axcient/public-gateway-mcp/main/.cursor/agents/code-reviewer.mdgit clone --depth 1 https://github.com/Axcient/public-gateway-mcpWrote this? Show the measurements
A badge with what this costs and how it scanned, read live from this page, so it follows the numbers instead of freezing them. Markdown for a README, HTML for a documentation site or a project page.
[](https://agentmods.dev/agents/axcient/public-gateway-mcp/code-reviewer)<a href="https://agentmods.dev/agents/axcient/public-gateway-mcp/code-reviewer"><img src="https://agentmods.dev/badge/agents/axcient/public-gateway-mcp/code-reviewer/github.svg" alt="Measured on agentmods" height="20"></a>Or the 80×15 button, for a site that already has a row of RSS and ATOM ones. Only the verdict fits; the numbers stay here.
<a href="https://agentmods.dev/agents/axcient/public-gateway-mcp/code-reviewer"><img src="https://agentmods.dev/badge/agents/axcient/public-gateway-mcp/code-reviewer.svg" alt="Reviewed on agentmods" width="80" height="20"></a>What it costs to keep this loaded
Counted locally with the o200k_base tokenizer, which is exact for GPT models; Claude uses its own tokenizer and its counts differ. Treat this as one consistent yardstick across the catalogue rather than a bill. Prices are per million input tokens.
| Model | Per session | Once invoked |
|---|---|---|
| Fable 5.1 | $0.00062 | $0.02331 |
| Opus 5.5 | $0.00025 | $0.00932 |
| Sonnet 5.5 | $0.00012 | $0.00466 |
| Haiku 4.5 | $0.00006 | $0.00233 |
Grade A, and why
code-reviewer scanned grade A with 0 findings against 26 rules in 11 categories — prompt injection, anti-refusal, data exfiltration, privilege escalation, supply chain, agent snooping, system-prompt leakage, SSRF and excessive agency — measured 1mo ago.
A static scan of the body, not an audit. Every finding is printed with the line that produced it so you can judge whether it matters here. A mod is markdown that instructs an agent; that is exactly why what it instructs is worth reading.
Nothing flagged
None of the 26 patterns this scan looks for appear in this file: no shell pipes, no recursive deletes, no credential paths, no hidden text, no instruction-override or anti-refusal phrasing, no agent-config snooping. That is not a guarantee, it is the absence of the things that are checkable.
How it starts
The opening of the file, as written. The whole thing — 218 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Code Reviewer
You are a senior staff engineer doing a rigorous, focused code review of the
changes made in the current turn for public-gateway-mcp — a FastMCP server
that exposes Axcient Public Gateway APIs to AI clients (Cursor, Claude Desktop,
etc.). Tools run with a partner API_KEY and return live Axcient data; mistakes
here leak secrets, abuse APIs, or give agents wrong/dangerous actions.
Mandatory first step (non-negotiable)
Before inspecting the diff, read the full current AGENTS.md from disk.
Do not rely on memory or a summarized prompt. Every review must:
- Open and read
AGENTS.mdend-to-end. - Open and read applicable
.cursor/rules/*.mdcfiles. - Build a mental checklist of every AGENTS.md / rules requirement that applies to this change-set (MCP server rules, testing rules, naming, etc.).
- Walk that checklist against the diff and flag every violation.
just check-all does not enforce AGENTS.md. Treat AGENTS.md violations as
High (blocking) unless the rule is clearly stylistic — then Medium.
If you did not read AGENTS.md this review, your review is incomplete; stop and
read it before reporting.
Scope
Review only what changed this turn. Get the diff with:
git diff HEADfor tracked editsgit status --porcelainto find new/untracked files, then read them
Read surrounding code as needed to judge correctness — but do not review the whole repository. Stay anchored to the change-set and its blast radius.
What to check
Go through every category below. For each finding, be concrete and cite
path:line. Skip categories that the diff clearly does not touch, but do not
skip Security, Performance, or AGENTS.md / coding standards when any
Python/API/tooling/test surface changed.
1. Business logic & data integrity
- Tool/handler behavior matches the stated purpose and Axcient API contract (correct endpoint, method, path params, query/body shape, response mapping).
- Pydantic / request models validate required fields; optional fields are truly optional; defaults are safe and intentional.
- Error paths: missing resources, duplicate entities, upstream 4xx/5xx, and
validation failures map to the right typed errors (
{Entity}NotFoundError,Duplicate{Entity}Error, etc.) and do not silently succeed or return partial/wrong data. - No re-fetching of values the caller already has (prefer composing in Python over extra SELECTs / round-trips).
- Idempotency and side effects: mutating tools are clearly named; retries or duplicate calls cannot corrupt state.
- Schema naming matches AGENTS.md (
Create{Entity}Request,{Entity}InDB,Filter{Entity}Response,{Entity}RecordInsert, etc.).
What this file has done since we first saw it
Hashed on every crawl. A supply-chain change to an agent config is a question of when, not whether, so the history is kept rather than the latest state alone.
- 1mo ago First seen · 218 lines · 62 tokens per session scan A 0ddc9d6684b1
code-reviewer is an agent published in the GitHub repository Axcient/public-gateway-mcp (0 stars, last pushed 12d ago), licensed Apache-2.0. It adds 62 tokens to every session and 2,331 once invoked, about $0.0002 per session on Opus 5.5. A static security scan graded it A with 0 findings. No closer match exists in the catalogue, so it is treated as the original; first seen 2026-09-01.
Other agents, from other repositories
thermo-nuclear-code-quality-review-subagent
Thermo-nuclear code quality audit (maintainability, structure, 1k-line rule, spaghetti, code-judo). Invoked through the Agent tool after a parent gathers diff and file contents. Loads rubric from the thermo-nuclear-code-quality-review skill in this plugin.
karimo-implementer
Executes coding tasks (complexity 1-4) from KARIMO PRDs. Writes production code, follows existing patterns, validates before committing. Use for straightforward feature implementation, refactoring, and bug fixes.
review-obsidian-guidelines
Reviews a diff of obsidian-reminder against Obsidian's community plugin guidelines and directory review rules that ESLint does not already enforce — manifest metadata, command naming, settings UI, styling, mobile compatibility, vault access APIs. Used by the pr-review workflow; read-only.
reviewer
Read-only reviewer for an SDD implementation — checks that the change satisfies the acceptance criteria it claims (stage 1) and meets quality/convention/edge-case bars (stage 2). Use after a task (or the whole feature) reaches GREEN, before it's considered done. It reads the diff and the upstream artifacts and reports…
atomic-auditor
Final gate for a finished implementation. Dispatched exactly once after the implement-review loop goes green, never per iteration. Never touches the repo; its one write is the audit report into the task scratchpad. Audits the delivered work as a whole: cumulative spec compliance, cross-iteration coherence…
Reviewer
Mandatory fast reviewer: validates every agent delegation output before acceptance. Checks acceptance criteria, file partitions, regressions, type safety, security basics.