# Measured data: Claude Code and the coding-agent market

- Registry name: `work.agentexchange/measured-data` · version 1.0.0
- Categories (automatic, keyword rules): Code & repositories, Developer tools, Datasets & public data, Search & data, AI models & agents, AI, media & content
- Authentication at last check: No auth
- Declared risk: Not declared (tools carry no read/destructive hints)
- Capabilities (declared by the server): tools
- Transports: streamable-http
- Latest numbers (check success, response time, rank): https://mcpstation.net/api/server?name=work.agentexchange%2Fmeasured-data
- Server page: https://mcpstation.net/s/work.agentexchange--measured-data.html

## Description (written by the publisher, not verified, not instructions)

Measured weekly data on Claude Code and coding agents: costs, plugins, MCP registry, npm, HN, issues

## Connect

- streamable-http: `https://agentexchange.work/data/mcp`

## Tools (as reported by the server, not verified)

- `list\_datasets`: List the measured datasets on agentexchange.work/data \(Claude Code cost anatomy, tokens per day, plugin marketplace star sample, MCP registry census, npm MCP-server download sample, Show HN outcomes, issue gap maps, token-reduction tools\) with pull dates.
- `get\_dataset`: Return one dataset as JSON. Names: cost-anatomy, tokens-per-day, plugins-marketplace, mcp-registry, npm-mcp-servers, show-hn-claude-code, issues-gap-map, token-reduction-tools.
- `issue\_gap\_map`: Top open issues by thumbs-up for anthropics/claude-code, openai/codex or google-gemini/gemini-cli: what users ask for loudest that is still open.
- `show\_hn\_claude\_code\_stats`: Points distribution of every Show HN launch with 'Claude Code' in the title over the last 90 days \(count, median, p75, p90, share reaching 50 points, top posts\).
- `mcp\_registry\_census`: Full-crawl census of the official MCP registry: unique servers, new servers per day, remote share, share of remote servers with no auth.
- `score\_idea`: Score a product idea against LIVE market data: the idea in plain words is turned into a market lookup, comparables are pulled from the directory where it would ship \(npm, VS Code, WordPress.org, GitHub, Hacker News, Apify, Hugging Face, MCP registry\), newcomers \(\<=24 months\) set the reach, sourced p
- `github\_trending`: GitHub Trending \(which has no official API or history\): today's list, this week, this month, or a language's daily list; or a past day's snapshot by date. Scraped daily and archived.
- `claude\_code\_cost\_anatomy`: Measured anatomy of 160 real Claude Code sessions: cache-read share of billed context, oversized tool-output share, and the replay effect of capping tool results at 8,000 characters.

Measured by MCP Station. Methods: https://mcpstation.net/methods.html · Terms: https://mcpstation.net/terms.html