Measured data: Claude Code and the coding-agent market
Measured weekly data on Claude Code and coding agents: costs, plugins, MCP registry, npm, HN, issues
Sollte ich dies verwenden
Qualität und Sicherheit
Befunde (3)
- HIGHTool poisoning patterns detected
- LOWTool 'mcp_registry_census' description lacks action verbin mcp_registry_census
- INFOTool description contains placeholder or incomplete textin score_idea
Basierend auf einer automatisierten Analyse der Tool-Definitionen und der Einhaltung des Protokolls.
Kontextkosten
Dies ist die ungefähre Anzahl der Tokens, die jedes Mal verbraucht werden, wenn die Tools des Servers in den Kontext eines Modells geladen werden. Höhere Werte verringern die Aufmerksamkeit, die für andere Aufgaben verfügbar ist.
Installieren
Installation mit einem Klick
Fügen Sie dies Ihrer Datei `claude_desktop_config.json` hinzu:
{
"mcpServers": {
"measured-data": {
"url": "https://agentexchange.work/data/mcp"
}
}
}Remote-Endpunkte
https://agentexchange.work/data/mcpstreamable-httpWas es kann
Tool-Inventar
Tools (8)
🟢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.
Eingabe-Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟢get_dataset(name)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"name": {
"type": "string"
}
},
"required": [
"name"
],
"additionalProperties": false
}⚪issue_gap_map(repo, limit)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"repo": {
"type": "string",
"enum": [
"anthropics/claude-code",
"openai/codex",
"google-gemini/gemini-cli"
]
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 40
}
},
"required": [
"repo"
],
"additionalProperties": false
}🟢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).
Eingabe-Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}⚪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.
Eingabe-Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}🟡score_idea(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 priors give conversion and retention. Returns KILL / PASS / UNKNOWN with the deciding number, month-12 revenue ceiling, months to first dollar, and the comparables with links. Takes ~20 s.
Eingabe-Schema
{
"type": "object",
"properties": {
"idea": {
"type": "string",
"description": "the product idea, price and whether it has a free tier, in plain words (8-300 chars)"
}
},
"required": [
"idea"
],
"additionalProperties": false
}⚪github_trending(since, language, date, limit)
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.
Eingabe-Schema
{
"type": "object",
"properties": {
"since": {
"type": "string",
"enum": [
"daily",
"weekly",
"monthly"
]
},
"language": {
"type": "string",
"enum": [
"python",
"typescript",
"javascript",
"go",
"rust",
"java",
"c++",
"shell"
]
},
"date": {
"type": "string",
"description": "YYYY-MM-DD of an archived snapshot"
},
"limit": {
"type": "integer",
"minimum": 1,
"maximum": 50
}
},
"additionalProperties": false
}🟢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.
Eingabe-Schema
{
"type": "object",
"properties": {},
"additionalProperties": false
}Community
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