Borrowing it
Nothing to install: this file belongs to Bigred97/ausdata-mcp-client. 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/Bigred97/ausdata-mcp-client/main/CLAUDE.mdgit clone --depth 1 https://github.com/Bigred97/ausdata-mcp-clientWrote 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/bigred97/ausdata-mcp-client/claude-md)<a href="https://agentmods.dev/instructions/bigred97/ausdata-mcp-client/claude-md"><img src="https://agentmods.dev/badge/instructions/bigred97/ausdata-mcp-client/claude-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/bigred97/ausdata-mcp-client/claude-md"><img src="https://agentmods.dev/badge/instructions/bigred97/ausdata-mcp-client/claude-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 | $0.01756 | $0.01756 |
| Opus 5.5 | $0.00702 | $0.00702 |
| Sonnet 5.5 | $0.00351 | $0.00351 |
| Haiku 4.5 | $0.00176 | $0.00176 |
Grade A, and why
ausdata-mcp-client CLAUDE.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.
How it starts
The opening of the file, as written. The whole thing — 116 lines — stays where its author put it; the contents beside it link to each section on GitHub.
ausdata-mcp — TypeScript MCP client
One-line value prop: public MCP server that routes AI-agent tool calls to the hosted ausdata.io REST API.
License: MIT. Distribution: public npm (when published).
CRITICAL — distinction from ausdata-mcp (Python)
This repo is NOT the private bundle. There are two related packages and they must never be conflated:
| Package | Language | Distribution | Purpose |
|---|---|---|---|
ausdata-mcp (Python, private) |
Python / FastMCP | Internal only — DO NOT PUBLISH | Direct sister-MCP imports, commercial moat, sold as enterprise self-host |
ausdata-mcp (TypeScript, THIS REPO) |
TypeScript / MCP SDK | Public npm under @ausdata org |
Routes to hosted API; free entry-point for AI agent devs |
If you find yourself reading from /Users/harry/Desktop/MCP Endpoint Creation/ausdata-mcp/, you are in the WRONG repo for this work. The private bundle lives there. This repo (ausdata-mcp-client/) is the public TypeScript client.
TypeScript + MCP SDK rationale
- TypeScript matches the audience: Claude Code / Cursor / Windsurf devs already have node + npm.
npx ausdata-mcpis friction-free. - The
@modelcontextprotocol/sdkTS implementation is the reference client; stays compatible with all transports. - HTTP routing only — zero parsing — keeps this client trivial to maintain. New endpoints in the REST API need a new tool file, that's it.
Architecture
src/
├── index.ts main() entry point
├── server.ts MCP Server bootstrap (stdio transport)
├── client.ts HTTP client → api.ausdata.io (override via AUSDATA_BASE_URL)
├── config.ts env var loading
├── tools/ one file per MCP tool
│ ├── index.ts registry (source of truth; 21 tools)
│ └── <one .ts file per tool> (search-datasets, list-datasets, describe,
│ get-data, health, real-wages, economic-dashboard, and 14 more)
└── lib/
├── errors.ts ApiError + mcpError + toMcpError
└── format.ts mcpJson — wrap any JSON in MCP content
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 · 116 lines · 1,756 tokens per session scan A a56396dd53ad
ausdata-mcp-client CLAUDE.md is an instructions file published in the GitHub repository Bigred97/ausdata-mcp-client (3 stars, last pushed 2mo ago), licensed MIT. It adds 1,756 tokens to every session, about $0.0070 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 2026-08-31.
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).
vscode model-prompts.instructions.md
Model-specific prompt authoring and registry guidelines.