INDIVIDUAL MCP TOOL

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.

agentexchange.worknone authenticationAvailability not checked

LIVE ENDPOINT

https://agentexchange.work/data/mcp

No auth detected

Connect to this endpoint to inspect the live schema for claude_code_cost_anatomy and invoke it with your own arguments.

Indexed input schema

{}

Risk classification

Inferred read-only · medium confidence · heuristic, not a guarantee.

No write-capable action terms were found; this is not proof that invocation has no side effects.

Parent server

agentexchange.work

CONNECT WITH APPROVAL

Client installation

Review this server and its permissions before adding it. Secret placeholders must be set locally.

Codex

~/.codex/config.toml

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

Claude Code

.mcp.json

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

Claude Desktop

Settings → Connectors → Add custom connector

Name: measured-data
Remote MCP URL: https://agentexchange.work/data/mcp

Add this remote URL as a custom connector in Claude Desktop. Availability depends on the user plan and workspace policy.

Cursor

.cursor/mcp.json

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

Visual Studio Code

.vscode/mcp.json

Add to Visual Studio Code

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

Generic MCP

Client-specific MCP configuration

{
  "name": "measured-data",
  "transport": "streamable-http",
  "url": "https://agentexchange.work/data/mcp"
}

MCP Inspector

Run the official MCP Inspector locally and enter the indexed Streamable HTTP endpoint.

Related tools

list_datasets — List the measured datasets on agentexchange.
get_dataset — Return one dataset as JSON.
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.
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.