ausdata-mcp-client: Instructions file for Claude Code

CLAUDE.md

ausdata-mcp-client CLAUDE.md is an instructions file for Claude Code from Bigred97/ausdata-mcp-client. It costs 1,756 tokens per session, scanned A, original, MIT.

A TypeScript MCP client that routes AI-agent tool calls to the hosted ausdata.io REST API. MCP is a standard way for AI tools to call external services.

In plain words
What is it for?
Use it to connect Claude Code, Cursor, Windsurf, or another TypeScript-based agent to ausdata.io through npm and the MCP SDK.
Why use it?
It provides a public client for the hosted API and keeps it distinct from the separate private Python package.

Instructions file for Claude Code

Written for Claude Code: the file is CLAUDE.md. Also seen: mentions Claude Code.

This is Bigred97/ausdata-mcp-client's own configuration. It tells Claude Code how to work on ausdata-mcp-client itself, so it is not a mod to install elsewhere. Copy it as a starting point and replace the rules that are about this project. Everything ausdata-mcp-client configures →

Not installable: its command points at a path on the author’s own machine, so it runs nowhere else. The line is /Users/harry/Desktop/MCP.

Reuse

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.

Copy the file
curl -O https://raw.githubusercontent.com/Bigred97/ausdata-mcp-client/main/CLAUDE.md
Clone the repo
git clone --depth 1 https://github.com/Bigred97/ausdata-mcp-client

Made for: Claude Code.

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Per session 1,756 This file is loaded in full into every session.
When invoked 1,756 The same file — it is already loaded in full.
Security scan A 0 findings. A grade says what 26 rules found in the file — not that it is safe.
Origin original No closer match found in the catalogue.
Token cost

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.

ModelPer sessionOnce 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

Measured 1mo ago against content hash a56396dd53ad, method: parsed. Prices are Anthropic first-party input rates as of 2026-10-07, from the pricing page.

Security

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.

CLAUDE.md · 116 lines

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-mcp is friction-free.
  • The @modelcontextprotocol/sdk TS 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

Read the full file on GitHub · 116 lines

Changes

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.

  1. 1mo ago First seen · 116 lines · 1,756 tokens per session scan A a56396dd53ad

Subscribe to this mod's changes

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.

Related

Other instructions, from other repositories