Borrowing it
Nothing to install: this file belongs to raheb77/saudi-open-data-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/raheb77/saudi-open-data-mcp/main/AGENTS.mdgit clone --depth 1 https://github.com/raheb77/saudi-open-data-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/raheb77/saudi-open-data-mcp/agents-md)<a href="https://agentmods.dev/instructions/raheb77/saudi-open-data-mcp/agents-md"><img src="https://agentmods.dev/badge/instructions/raheb77/saudi-open-data-mcp/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 | $0.00639 | $0.00639 |
| Opus 5 | $0.00319 | $0.00319 |
| Sonnet 5 | $0.00128 | $0.00128 |
| Haiku 4.5 | $0.00064 | $0.00064 |
Grade A, and why
saudi-open-data-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 7d 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 — 72 lines — stays where its author put it; the contents beside it link to each section on GitHub.
Repository Guidance
Scope
This repository is a production-minded foundation for saudi-open-data-mcp.
- MCP is the interface layer, not the core value
- the core value is source isolation, normalized dataset contracts, registry-backed metadata, health checks, and reliable AI-facing tool interfaces
- the current baseline is the
0.4.0a1internal/evaluator-controlled alpha - current source scope includes SAMA, three narrow
stats.gov.samacro datasets, one Ministry of Finance fiscal dataset, and one narrowdata.gov.sapilot dataset - the deployed runtime is container-first streamable HTTP, while stdio remains supported for local development and command-based host integration
Approved Structure
Keep changes inside the approved repository layout under src/saudi_open_data_mcp/:
connectors/normalization/registry/storage/tools/resources/observability/security/server.pyconfig.pycli.py
Do not add service packages, prompt packages, or alternate architectural areas.
Boundary Rules
tools/must not import raw connectors directly- MCP-facing modules must not contain raw source access logic
- raw payload fetching must not happen inside
tools/,resources/, orserver.py - normalization logic must stay inside
normalization/ - registry metadata and health metadata must come from
registry/ - all source access must go through connector abstractions
- all normalized outputs must use typed Pydantic models
- no LLM, semantic search, or query rewriting in the core path
- use
httpxfor new/default HTTP access paths; do not add new alternate HTTP clients. The existing narrow SAMA transport fallback is a compatibility exception, not a pattern to spread. - only approved official sources may be accessed
Implementation Rules
- keep placeholders minimal, deterministic, and importable when they are still necessary
- do not add fake examples, fake benchmarks, or half-implemented business logic
- keep
README.md,AGENTS.md,docs/CHANGELOG.md,TASKS.md, andserver.jsonaligned when changing supported surfaces or runtime posture
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.
- 7d ago First seen · 72 lines · 639 tokens per session scan A 662f5fbbf668
saudi-open-data-mcp AGENTS.md is an instructions file published in the GitHub repository raheb77/saudi-open-data-mcp (7 stars, last pushed 1mo ago), licensed Apache-2.0. It adds 639 tokens to every session, about $0.0032 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.