MCP 服务器

Measured data: Claude Code and the coding-agent market

            work.agentexchange/measured-data
        

数据与分析搜索与研究公开且可连接 MCP 2026-07-28

此 MCP 可以做什么

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.

输入模式

{'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.

输入模式

{'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.

输入模式

{'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.

输入模式

{'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.

输入模式

{'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.

输入模式

{'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.

输入模式

{'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).

输入模式

{'type': 'object', 'properties': {}, 'additionalProperties': False}

已添加

                            claude_code_cost_anatomy
                        

2026年9月25日 02:40

已添加

                            github_trending
                        

2026年9月25日 02:40

已添加

                            score_idea
                        

2026年9月25日 02:40

已添加

                            mcp_registry_census
                        

2026年9月25日 02:40

已添加

                            show_hn_claude_code_stats
                        

2026年9月25日 02:40

已添加

                            issue_gap_map
                        

2026年9月25日 02:40

已添加

                            get_dataset
                        

2026年9月25日 02:40

已添加

                            list_datasets
                        

2026年9月25日 02:40

服务器详情

版本

1.0.0

传输方式

Streamable HTTP

工具

延迟

223 ms

端点

https://agentexchange.work/data/mcp

近期扫描

成功

2026年10月1日 02:42

成功

2026年9月29日 02:49

成功

2026年9月27日 02:40

成功

2026年9月25日 02:40

Measured data: Claude Code and the coding-agent market

此 MCP 可以做什么

工具

近期工具变更

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