Borrowing it
Nothing to install: this file belongs to Finn-Aigc/ai-ops-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/Finn-Aigc/ai-ops-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/Finn-Aigc/ai-ops-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/instructions/finn-aigc/ai-ops-mcp/agents-md)<a href="https://agentmods.dev/instructions/finn-aigc/ai-ops-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/finn-aigc/ai-ops-mcp/agents-md/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/instructions/finn-aigc/ai-ops-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/finn-aigc/ai-ops-mcp/agents-md.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 | $0.00594 | $0.00594 |
| Opus 5 | $0.00297 | $0.00297 |
| Sonnet 5 | $0.00119 | $0.00119 |
| Haiku 4.5 | $0.00059 | $0.00059 |
Grade A, and why
ai-ops-mcp AGENTS.md 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 8d 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 — 30 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidelines
Project Structure & Module Organization
This Node.js 22+ TypeScript project provides an SSH CLI and MCP server. Production code lives in src/: CLI commands are in src/cli, MCP integration in src/mcp, and SSH transport in src/ssh; configuration, credentials, auditing, and services have dedicated directories. src/index.ts is the CLI entry point and src/mcp-entry.ts starts MCP. Unit tests live in test/unit, live SSH scripts in test/e2e, and design notes in docs/. Do not edit generated dist/ or node_modules/ content.
Build, Test, and Development Commands
npm installinstalls locked dependencies frompackage-lock.json.npm run devruns the CLI directly throughtsx.npm run typecheckchecks strict TypeScript types without emitting files.npm run buildcleansdist/and compiles the project.npm testruns alltest/**/*.test.tsfiles with Node's test runner.npm startruns the compiled CLI fromdist/index.js.npm run test:e2e:core(and:mcp,:auth,:agent,:cleanup) runs live SSH integration scenarios.
Before live tests, build the project and set an isolated AI_OPS_HOME plus AI_OPS_E2E_SERVER_ID; never point tests at a production configuration.
Coding Style & Naming Conventions
Use ESM TypeScript with explicit .js suffixes in relative imports, two-space indentation, double quotes, and semicolons. The compiler enables strict, noUncheckedIndexedAccess, and exactOptionalPropertyTypes; do not weaken these settings. Name files in kebab-case (path-boundary.ts), classes and types in PascalCase, and functions and variables in camelCase. No formatter or linter is configured, so match adjacent code and run npm run typecheck.
Testing Guidelines
Use node:test with node:assert/strict. Name unit files <feature>.test.ts and place them in test/unit. Cover success paths, validation failures, secret handling, path boundaries, and cleanup behavior. There is no configured coverage threshold; every behavioral change should include a focused regression test. Live E2E scripts must use unique temporary resources and remove them in finally blocks.
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.
- 8d ago First seen · 30 lines · 594 tokens per session scan A 30e92d51980d
ai-ops-mcp AGENTS.md is an instructions file published in the GitHub repository Finn-Aigc/ai-ops-mcp (1 stars, last pushed 2d ago), licensed MIT. It adds 594 tokens to every session, about $0.0030 per session on Opus 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 2026-08-31.
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spec-kit AGENTS.md
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