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/product.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/product)<a href="https://agentmods.dev/instructions/rapid7/rapid7-bulk-export-mcp/product"><img src="https://agentmods.dev/badge/instructions/rapid7/rapid7-bulk-export-mcp/product/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/product"><img src="https://agentmods.dev/badge/instructions/rapid7/rapid7-bulk-export-mcp/product.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 | $0.00226 | $0.00226 |
| Opus 5.5 | $0.00090 | $0.00090 |
| Sonnet 5.5 | $0.00045 | $0.00045 |
| Haiku 4.5 | $0.00023 | $0.00023 |
Grade A, and why
rapid7-bulk-export-mcp product.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
Product Overview
Rapid7 Bulk Export MCP is an MCP (Model Context Protocol) server that exports vulnerability, asset, policy, and remediation data from the Rapid7 Command Platform via the Bulk Export API, loads it into a local DuckDB database, and exposes SQL query tools for AI-powered security analysis.
Key Capabilities
- Export data from Rapid7 InsightVM (vulnerabilities, policies, remediation)
- Load Parquet files into a local DuckDB database
- Query data via SQL through MCP tool interface
- Reuse same-day exports to avoid redundant API calls
- Automatic date-range chunking for remediation exports (31-day API limit)
Users
Security analysts and engineers who use AI assistants (Kiro, Claude Desktop, GitHub Copilot) to analyze vulnerability data from Rapid7 InsightVM via natural language or SQL queries.
Distribution
- Published as a pip-installable Python package
- Also distributed as an MCPB bundle with an accompanying Agent Skill zip
- Versioned via
manifest.json(source of truth), synced topyproject.tomlandSKILL.md
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 · 22 lines · 226 tokens per session scan A 02b06e58cef5
rapid7-bulk-export-mcp product.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 226 tokens to every session, about $0.0009 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.
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