Borrowing it
Nothing to install: this file belongs to rapid7/rapid7-bulk-export-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/rapid7/rapid7-bulk-export-mcp/main/.kiro/steering/tech.mdgit clone --depth 1 https://github.com/rapid7/rapid7-bulk-export-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/rapid7/rapid7-bulk-export-mcp/tech)<a href="https://agentmods.dev/instructions/rapid7/rapid7-bulk-export-mcp/tech"><img src="https://agentmods.dev/badge/instructions/rapid7/rapid7-bulk-export-mcp/tech/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/rapid7/rapid7-bulk-export-mcp/tech"><img src="https://agentmods.dev/badge/instructions/rapid7/rapid7-bulk-export-mcp/tech.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 | $0.00480 | $0.00480 |
| Opus 5.5 | $0.00192 | $0.00192 |
| Sonnet 5.5 | $0.00096 | $0.00096 |
| Haiku 4.5 | $0.00048 | $0.00048 |
Grade A, and why
rapid7-bulk-export-mcp tech.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 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.
What it actually says
Tech Stack & Build System
Language & Runtime
- Python >= 3.10
Build System
- Hatchling as the build backend (
pyproject.toml) - uv as the package manager and task runner (lockfile:
uv.lock)
Core Dependencies
| Library | Purpose |
|---|---|
| fastmcp | MCP server framework (stdio transport) |
| duckdb | Local analytical database for Parquet data |
| pyarrow | Parquet file reading |
| requests | HTTP client for Rapid7 GraphQL API |
Dev Dependencies
| Library | Purpose |
|---|---|
| pytest | Test framework |
| hypothesis | Property-based testing |
| responses | HTTP request mocking |
| ruff | Linter and formatter |
| bandit | Security static analysis |
Common Commands
# Install dependencies
uv sync
# Run tests
uv run pytest --tb=short
# Lint (check only)
uv run ruff check src/ tests/
uv run ruff format --check src/ tests/
# Lint (auto-fix)
uv run ruff check --fix src/ tests/
uv run ruff format src/ tests/
# Security scan
uv run bandit -r src/ -c pyproject.toml
# Run the MCP server locally
uv run rapid7-mcp-server
# Version check (all files in sync)
make check-version
# Bump version
make bump-version V=x.y.z
# Build release artifacts
make package
# Full release (verify + build + publish)
make release
Configuration
The server requires two environment variables:
RAPID7_API_KEY— Rapid7 InsightVM API keyRAPID7_REGION— Region identifier (us,us2,us3,eu,ca,au,ap)
Code Quality Rules
- Ruff config: target Python 3.10, line length 120, rules E/F/W/I (isort)
- Bandit skips: B110 (bare except pass), B112 (try-except-continue)
- Pytest markers:
property,unit,integration - Hypothesis max examples: 100
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 · 79 lines · 480 tokens per session scan A b9efb2ef0cee
rapid7-bulk-export-mcp tech.md is an instructions file published in the GitHub repository rapid7/rapid7-bulk-export-mcp (35 stars, last pushed 3d ago), licensed MIT. It adds 480 tokens to every session, about $0.0019 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 2026-09-07.
Other instructions, from other repositories
vscode buildNext.instructions.md
Working notes and architecture documentation for the new esbuild-based build system in build/next. Use when making changes to the new build pipeline (transpile/bundle commands, NLS plugin, source-map handling, resource copying, or self-hosting watch tasks).
next.js AGENTS.md
AGENTS.md instructions for vercel/next.js, covering next.js development guide, codebase structure, monorepo overview, core package: packages/next and other important packages.
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, cache eligibility and rollout and applying the notice (cutover).
langchain AGENTS.md
AGENTS.md instructions for langchain-ai/langchain, covering global development guidelines for the langchain monorepo, corridor security analysis, project architecture and context, monorepo structure and development tools & commands.
vscode copilot-instructions.md
Copilot instructions for microsoft/vscode, covering vs code copilot instructions, project overview, root folders, core architecture (src/ folder) and built-in extensions (extensions/ folder).
deno copilot-instructions.md
Copilot instructions for denoland/deno, covering deno development guide for github copilot, network access, high level overview, key directories and key files to understand first.