MCP server

Measured data: Claude Code and the coding-agent market

work.agentexchange/measured-data

Checked 26 Oct 2026, 08:29 UTC · Connected to it and listed its tools

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

Website

At a glance

Type

MCP server

Publisher

agentexchange.work (verified by the MCP Registry)

Status

Working at last check

Tools

8

Token cost

About 963 tokens per request

Sets up in

Claude Code, Claude Desktop, Codex, Gemini CLI, Cursor, VS Code, Antigravity, ChatGPT, OpenAI API, Grok

Last checked

26 Oct 2026, 08:29 UTC

Connect it to your agent

Add to CursorAdd to VS CodeVS Code Insiders

Opens the app, which shows the server and asks you to confirm. For other apps, copy the setup below.

Claude Code

claude mcp add --transport http measured-data https://agentexchange.work/data/mcp

Claude Desktop

Settings → Connectors → Add custom connector, and paste the URL.

Codex (config.toml)

[mcp_servers.measured-data]
url = "https://agentexchange.work/data/mcp"

Gemini CLI

{"mcpServers":{"measured-data":{"httpUrl":"https://agentexchange.work/data/mcp"}}}

Cursor

{"mcpServers":{"measured-data":{"url":"https://agentexchange.work/data/mcp"}}}

VS Code

{"servers":{"measured-data":{"type":"http","url":"https://agentexchange.work/data/mcp"}}}

Antigravity

agy mcp add measured-data https://agentexchange.work/data/mcp

ChatGPT

Settings → Apps & Connectors → Advanced settings: turn on Developer mode, then Create a connector and paste the URL. Which plans can do this varies.

OpenAI API (Responses tools)

{"type":"mcp","server_label":"measured-data","server_url":"https://agentexchange.work/data/mcp","require_approval":"always"}

Grok (xAI API tools)

{"type":"mcp","server_label":"measured-data","server_url":"https://agentexchange.work/data/mcp"}

Tools

• claude_code_cost_anatomy ~90 tokens
  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.
• get_dataset ~97 tokens
  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.
• github_trending ~171 tokens
  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.
• issue_gap_map ~125 tokens
  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.
• list_datasets ~107 tokens
  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.
• mcp_registry_census ~75 tokens
  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 ~214 tokens
  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
• show_hn_claude_code_stats ~84 tokens
  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).

Browse

• Claude tools
• GitHub tools
• Web scraping
• Website monitoring
• GitHub and code hosting
• Calling other AI models

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