Borrowing it
Nothing to install: this file belongs to justinmclean/IncubatorMCP. 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/justinmclean/IncubatorMCP/master/AGENTS.mdgit clone --depth 1 https://github.com/justinmclean/IncubatorMCPWrote 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/justinmclean/incubatormcp/agents-md)<a href="https://agentmods.dev/instructions/justinmclean/incubatormcp/agents-md"><img src="https://agentmods.dev/badge/instructions/justinmclean/incubatormcp/agents-md.svg" alt="Measured on agentmods" 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 | $0.00875 | $0.00875 |
| Opus 5 | $0.00438 | $0.00438 |
| Sonnet 5 | $0.00175 | $0.00175 |
| Haiku 4.5 | $0.00088 | $0.00088 |
Grade A, and why
IncubatorMCP 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 — 80 lines — stays where its author put it; the contents beside it link to each section on GitHub.
AGENTS
Purpose
This repository contains a small dependency-light MCP server for Apache Incubator PMC (IPMC) oversight views.
It composes lifecycle data from the apache-podlings-mcp package, health-report data from the apache-health-mcp package, cached report data from apache-incubator-reports-mcp, cached general-list mail data from apache-incubator-mail-mcp, release artifact data from apache-incubator-releases-mcp, and ASF naming / branding / third-party-use checks from apache-trademark-mcp into opinionated Incubator-level tools for podling risk, readiness, mentoring needs, release visibility, trademark compliance, and community-health summaries.
This is an IPMC / Incubator oversight MCP, not a board tool.
Project Layout
ipmc/data.py- Source loading, source MCP package imports, record composition, date helpers, and preferred health-window selection
ipmc/analysis.py- Opinionated IPMC scoring, risk signals, readiness assessment, confidence, and community pattern helpers
ipmc/tools.py- MCP tool handlers, argument validation helpers, and
TOOLSregistration
- MCP tool handlers, argument validation helpers, and
ipmc/schemas.py- Shared tool schema fragments and schema-builder helpers
ipmc/protocol.py- JSON-RPC/MCP stdio protocol handling
server.py- Thin entrypoint
tests/- Unit and integration tests
tests/fixtures.py- Shared Python test fixtures and temporary source helpers
docs/architecture.md- Module layout, runtime flow, design notes, and testing structure
Key Defaults And Concepts
podlings_sourcedefaults to the ASF Incubatorpodlings.xmlURL throughPodlingsMCP.health_sourcedefaults to the--health-sourcestartup argument, orreportsif unset.mail_sourcedefaults to the--mail-sourcestartup argument, or.cache/incubator-general-mailif unset.trademark_cachedefaults to the--trademark-cachestartup argument, theIPMC_TRADEMARK_CACHEenv var, or TrademarkMCP's default~/.cache/apache-trademark-mcp.- Source MCP modules are imported from installed packages; local sibling checkouts are not required.
- Oversight views focus on current podlings unless a lower-level helper explicitly includes non-current records.
- Health analysis prefers the freshest available window in this order:
3m,6m,12m,to-date. - Outputs should keep source facts separate from derived IPMC opinions.
- Tool names and descriptions should use IPMC / Incubator oversight language, not board language.
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 · 80 lines · 875 tokens per session scan A f399ff60b260
IncubatorMCP AGENTS.md is an instructions file published in the GitHub repository justinmclean/IncubatorMCP (2 stars, last pushed 29d ago), licensed MIT. It adds 875 tokens to every session, about $0.0044 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.
Other instructions, from other repositories
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.
codex AGENTS.md
AGENTS.md instructions for openai/codex, covering rust/codex-rs, the codex-core crate, code review rules, crate api surface and model visible context.
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).
vscode oss-third-party-notices.instructions.md
Instructions for microsoft/vscode, covering vs code oss third-party-notices pipeline, architecture, pipeline flow in ci, applying the notice (cutover) and fallback chain (never fail the build).
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.
spec-kit AGENTS.md
AGENTS.md instructions for github/spec-kit, covering agents.md, about spec kit and specify, quickstart — add a new integration in 5 steps, integration architecture and integrationmanifest — file tracking.