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Measured data: Claude Code and the coding-agent market

work.agentexchange/measured-data
Datos y analítica Búsqueda e investigación Público y accesible MCP 2026-07-28

Qué hace este MCP

Provides measured datasets and research tools covering coding agents, MCP registries, developer markets, GitHub trends, and product-idea comparables.

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}
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.
Esquema de entrada
{'type': 'object', 'required': ['name'], 'properties': {'name': {'type': 'string'}}, 'additionalProperties': False}
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.
Esquema de entrada
{'type': 'object', 'properties': {'date': {'type': 'string', 'description': 'YYYY-MM-DD of an archived snapshot'}, 'limit': {'type': 'integer', 'maximum': 50, 'minimum': 1}, 'since': {'enum': ['daily', 'weekly', 'monthly'], 'type': 'string'}, 'language': {'enum': ['python', 'typescript', 'javascript', 'go', 'rust', 'java', 'c++', 'shell'], 'type': 'string'}}, 'additionalProperties': False}
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.
Esquema de entrada
{'type': 'object', 'required': ['repo'], 'properties': {'repo': {'enum': ['anthropics/claude-code', 'openai/codex', 'google-gemini/gemini-cli'], 'type': 'string'}, 'limit': {'type': 'integer', 'maximum': 40, 'minimum': 1}}, 'additionalProperties': False}
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}
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
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', 'required': ['idea'], 'properties': {'idea': {'type': 'string', 'description': 'the product idea, price and whether it has a free tier, in plain words (8-300 chars)'}}, '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}
Añadido
claude_code_cost_anatomy
25 de September de 2026 a las 02:40
Añadido
github_trending
25 de September de 2026 a las 02:40
Añadido
score_idea
25 de September de 2026 a las 02:40
Añadido
mcp_registry_census
25 de September de 2026 a las 02:40
Añadido
show_hn_claude_code_stats
25 de September de 2026 a las 02:40
Añadido
issue_gap_map
25 de September de 2026 a las 02:40
Añadido
get_dataset
25 de September de 2026 a las 02:40
Añadido
list_datasets
25 de September de 2026 a las 02:40