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/AGENTS.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/agents-md)<a href="https://agentmods.dev/instructions/rapid7/rapid7-bulk-export-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/rapid7/rapid7-bulk-export-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/rapid7/rapid7-bulk-export-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/rapid7/rapid7-bulk-export-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 | $0.02833 | $0.02833 |
| Opus 5.5 | $0.01133 | $0.01133 |
| Sonnet 5.5 | $0.00567 | $0.00567 |
| Haiku 4.5 | $0.00283 | $0.00283 |
Grade A, and why
rapid7-bulk-export-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 17d 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.
Copies of this mod
1 near-identical copy found in the catalogue:
- Rapid7-MCP AGENTS.md — 100% identical, 69 lines differ
How it starts
The opening of the file, as written. The whole thing — 233 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS.md
Project
MCP server that exports Rapid7 data via the Bulk Export API and loads it into DuckDB for SQL analysis. Exposes MCP tools consumed by AI assistants (Claude Desktop, Kiro, etc.).
Dev Setup
# Install dependencies
uv sync
# Required env vars
export RAPID7_API_KEY=your-key
export RAPID7_REGION=us # us, us2, us3, eu, ca, au, ap
# Run the server (stdio)
uv run rapid7-mcp-server
# Or via venv entry point directly (required for Claude Desktop)
.venv/bin/rapid7-mcp-server
# Headless refresh (scheduled/hosted): create, poll, download and load
# synchronously in one process, exiting non-zero if any window fails
uv run rapid7-refresh # all types, last 30 days for remediation
uv run rapid7-refresh --type vulnerability --type policy
uv run rapid7-refresh --type remediation --start-date 2026-01-01 --end-date 2026-06-30
Commands
make test # run the test suite
make lint # ruff check + format check
make lint-fix # auto-fix lint and format issues
make security # bandit security scan
make help # list all targets
Version management
make version # print current version
make check-version # verify manifest.json, pyproject.toml, plugin.json, SKILL.md are in sync
make bump-version V=0.5.0 # bump all version files (manifest.json, pyproject.toml, plugin.json, SKILL.md) atomically + uv lock
Packaging and release
make package # build .mcpb bundle + skill zip (requires mcpb: npm install -g @anthropic-ai/mcpb)
make package-mcpb # .mcpb bundle only
make package-skill # skill zip only
make release # check-version + package + create GitHub release (requires gh CLI + GH_TOKEN)
make clean # remove build artifacts
Architecture
| Module | Responsibility |
|---|---|
src/mcp_server.py |
FastMCP tool definitions, request routing, startup |
src/orchestrator.py |
Synchronous export → download → load orchestration, shared by the MCP tools and the refresh CLI |
src/cli.py |
rapid7-refresh foreground entrypoint — thin wiring over the orchestrator for scheduled/hosted refresh |
src/auth.py |
Builds JWTVerifier/MultiAuth from environment config for the HTTP transport |
src/artifact_store.py |
Publish/fetch the finished database as a versioned Blob artifact in hosted mode |
src/export_manager.py |
GraphQL mutations to create exports, status polling |
src/duckdb_loader.py |
Load Parquet files into DuckDB, prefix → table routing |
src/export_tracker.py |
Separate DuckDB tracking DB — avoids redundant daily exports |
src/graphql_client.py |
Authenticated GraphQL HTTP client |
src/download.py |
Download Parquet files from signed URLs |
src/config.py |
Load and validate config from environment variables |
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.
- 17d ago Changed · +36 lines · +619 tokens per session 22cb2f96a807
- 1mo ago Changed · +22 tokens per session 3dc408013e21
- 1mo ago Changed · +13 lines · +245 tokens per session 5ece9e26c675
- 1mo ago First seen · 184 lines · 1,947 tokens per session scan A fe995dd540c5
rapid7-bulk-export-mcp AGENTS.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 2,833 tokens to every session, about $0.0113 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 2026-08-30.
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.