Search / work.agentexchange/measured-data
protogridR0· no sign-inMeasured weekly data on Claude Code and coding agents: costs, plugins, MCP registry, npm, HN, issues
v1.0.0 · active · website · descriptor JSON · versions
{
"mcpServers": {
"measured-data": {
"type": "http",
"url": "https://agentexchange.work/data/mcp"
}
}
}claude mcp add --transport http measured-data https://agentexchange.work/data/mcp[mcp_servers.measured-data]
url = "https://agentexchange.work/data/mcp"
{
"$schema": "https://opencode.ai/config.json",
"mcp": {
"measured-data": {
"type": "remote",
"url": "https://agentexchange.work/data/mcp",
"enabled": true
}
}
}{
"mcpServers": {
"measured-data": {
"type": "http",
"url": "https://agentexchange.work/data/mcp"
}
},
"deeplink": "cursor://anysphere.cursor-deeplink/mcp/install?name=measured-data&config=eyJ0eXBlIjoiaHR0cCIsInVybCI6Imh0dHBzOi8vYWdlbnRleGNoYW5nZS53b3JrL2RhdGEvbWNwIn0%3D"
}{
"servers": {
"measured-data": {
"type": "http",
"url": "https://agentexchange.work/data/mcp"
}
}
}{
"mcpServers": {
"measured-data": {
"httpUrl": "https://agentexchange.work/data/mcp"
}
}
}extensions:
"measured-data":
enabled: true
name: "measured-data"
type: streamable_http
uri: "https://agentexchange.work/data/mcp"
timeout: 300
protocol.modernnewest supported version is 2025-11-25; 2026-07-28 not supported, older versions are deprecated until 2027-07-28protocol.statelessonly applies to 2026-07-28 serversprotocol.transportstreamable HTTPprotocol.list_ttlonly applies to 2026-07-28 serversauth.prm, auth.as_metadata, auth.cimdno remote uses OAuthauth.secret_in_urlno templated URLtools.descriptionsevery tool has a descriptiontools.description_lengthdescriptions are concisetools.schemasevery tool has an object input schematools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky onestools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: list_datasets (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); show_hn_claude_code_stats (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); score_idea (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …tools.token_costabout 760 tokens to load every tooltools.api_dumptools are not a one-to-one API dumpstability.changes1 tool changes in 30 daysstability.rug_pullno tool changed its meaning under the same namedeps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI packagescore_ideaaddedScore 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.
Full history: list_changes · trend: quality JSON.
Checks run on what our credential-free, read-only probes observe; tools are never called and no code audit is performed. How it is computed.
+dns-namespace +website +reachable +uptime-97% +updated-25d-ago -no-repository
Derived from observable signals (official registry feed and our own credential-free probes); no code audit performed. How it is computed.
| remote | auth | reachable | uptime 30d | p50 | protocol | last ok |
|---|---|---|---|---|---|---|
https://agentexchange.work/data/mcp streamable-http | none | yes | 97% | 148 ms | 2025-11-25 | 2026-10-19 |
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. |
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. |
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. |
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. |
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. |
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. |
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. |
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). |
Schemas: list_tools.
{
"name": "work.agentexchange/measured-data",
"title": "Measured data: Claude Code and the coding-agent market",
"$schema": "https://static.modelcontextprotocol.io/schemas/2025-12-11/server.schema.json",
"remotes": [
{
"url": "https://agentexchange.work/data/mcp",
"type": "streamable-http"
}
],
"version": "1.0.0",
"websiteUrl": "https://agentexchange.work/data/",
"description": "Measured weekly data on Claude Code and coding agents: costs, plugins, MCP registry, npm, HN, issues"
}