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
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Calidad y seguridad
Hallazgos (3)
- HIGHTool poisoning patterns detected
- LOWTool 'mcp_registry_census' description lacks action verben mcp_registry_census
- INFOTool description contains placeholder or incomplete texten score_idea
Basado en el análisis automatizado de las definiciones de herramientas y el cumplimiento del protocolo.
Costo de contexto
Este es el número aproximado de tokens que se consumen cada vez que las herramientas del servidor se cargan en el contexto de un modelo. Los recuentos más altos reducen la atención disponible para otras tareas.
Instalar
Instalación con un clic
Agrega esto a tu archivo `claude_desktop_config.json`:
{
"mcpServers": {
"measured-data": {
"url": "https://agentexchange.work/data/mcp"
}
}
}Puntos de conexión remotos
https://agentexchange.work/data/mcpstreamable-httpQué puede hacer
Inventario de herramientas
Herramientas (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.
Esquema de entrada
{
"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.
Esquema de entrada
{
"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.
Esquema de entrada
{
"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).
Esquema de entrada
{
"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.
Esquema de entrada
{
"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.
Esquema de entrada
{
"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.
Esquema de entrada
{
"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.
Esquema de entrada
{
"type": "object",
"properties": {},
"additionalProperties": false
}Comunidad
Evidencia