ausdata-mcp-client CLAUDE.md

ausdata-mcp-client CLAUDE.md is an instructions file for coding agents 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

Install

Getting it into your agent

One page per mod, every tool's command on it. A separate URL per tool would split the same page into five that compete with each other.

agentmods
npx agentmods add instructions/bigred97/ausdata-mcp-client/claude-md
Clone the repo
git clone --depth 1 https://github.com/Bigred97/ausdata-mcp-client

Wrote 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.

agentmods badge for ausdata-mcp-client CLAUDE.md

README.md
[![agentmods](https://agentmods.dev/badge/instructions/bigred97/ausdata-mcp-client/claude-md.svg)](https://agentmods.dev/instructions/bigred97/ausdata-mcp-client/claude-md)
Your own site
<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="Measured on agentmods" height="20"></a>
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. Scan, not verified.
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 $0.01756 $0.01756
Opus 5 $0.00878 $0.00878
Sonnet 5 $0.00351 $0.00351
Haiku 4.5 $0.00176 $0.00176

Measured 4d ago against content hash a56396dd53ad, method: parsed. Prices are Anthropic first-party input rates as of 2026-08-30, 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 4d 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. 4d 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 (1 stars, last pushed 21d ago), licensed MIT. It adds 1,756 tokens to every session, about $0.0088 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.