Borrowing it
Nothing to install: this file belongs to gabrielmahia/wapimaji-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/gabrielmahia/wapimaji-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/gabrielmahia/wapimaji-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/gabrielmahia/wapimaji-mcp/agents-md)<a href="https://agentmods.dev/instructions/gabrielmahia/wapimaji-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/gabrielmahia/wapimaji-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/gabrielmahia/wapimaji-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/gabrielmahia/wapimaji-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 | $0.00143 | $0.00143 |
| Opus 5 | $0.00072 | $0.00072 |
| Sonnet 5 | $0.00029 | $0.00029 |
| Haiku 4.5 | $0.00014 | $0.00014 |
Grade A, and why
wapimaji-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 10d 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
AGENTS.md — WapiMaji MCP
Purpose
MCP server for Kenya water stress and drought intelligence. Exposes NDMA drought data and AT SMS capabilities to AI agents.
Structure
src/wapimaji_mcp/server.py— main FastMCP server, all tools defined herepyproject.toml— package definition for PyPItests/— smoke tests
Key rules
- Never fabricate drought data in production mode
- SMS tools require explicit user confirmation before sending
- SANDBOX=true is the default — must be explicitly set to false for live data/SMS
- Follow mpesa-mcp patterns for consistency
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.
- 10d ago First seen · 16 lines · 143 tokens per session scan A ac0288130f17
wapimaji-mcp AGENTS.md is an instructions file published in the GitHub repository gabrielmahia/wapimaji-mcp (1 stars, last pushed 16d ago), licensed MIT. It adds 143 tokens to every session, about $0.0007 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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