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Measured data: Claude Code and the coding-agent market

work.agentexchange/measured-data
데이터 및 분석 검색 및 리서치 공개 · 연결 가능 MCP 2026-07-28

이 MCP로 할 수 있는 일

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

기능

도구

8 도구
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.
입력 스키마 
{'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.
입력 스키마 
{'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.
입력 스키마 
{'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.
입력 스키마 
{'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.
입력 스키마 
{'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.
입력 스키마 
{'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.
입력 스키마 
{'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).
입력 스키마 
{'type': 'object', 'properties': {}, 'additionalProperties': False}
기록

최근 도구 변경

추가됨
claude_code_cost_anatomy
2026년 9월 25일 2:40 AM
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github_trending
2026년 9월 25일 2:40 AM
추가됨
score_idea
2026년 9월 25일 2:40 AM
추가됨
mcp_registry_census
2026년 9월 25일 2:40 AM
추가됨
show_hn_claude_code_stats
2026년 9월 25일 2:40 AM
추가됨
issue_gap_map
2026년 9월 25일 2:40 AM
추가됨
get_dataset
2026년 9월 25일 2:40 AM
추가됨
list_datasets
2026년 9월 25일 2:40 AM
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