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AI's impact on real-world sectors: source-linked headlines in 18 sectors. Free, read-only, no text.

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Status
Unhealthy
Uptime
0.0% over the last 24 hours
Last Tested
Transport
Streamable HTTP · MCP 2025-11-25
URL
ChatGPT
–
Claude
–

TDQS

A3.9/5.0

Scored across 7 tools

Disambiguation5/5

Each tool targets a distinct operation: search_stories for filtered discovery, changes_since for polling updates, get_story for detail, and list_* for reference vocabularies. Overlap is minimal because changes_since and search_stories have clearly different scopes and parameters.

Naming Consistency4/5

Mostly consistent snake_case with clear verb_noun patterns (get_story, list_outlets, search_stories), but 'about' and 'changes_since' break the verb_noun convention, though they remain readable.

Tool Count5/5

7 tools is well-scoped for a read-only record API, covering discovery, retrieval, metadata, and update polling without redundancy.

Completeness4/5

Covers core consumption patterns (search, get, list, poll changes), but lacks an explicit country vocabulary list or outlet detail endpoint, and corrections/removals are not conveyed—minor gaps agents can work around.

Available Tools

7 tools
aboutAbout this archiveB
Read-onlyIdempotent
Inspect

What this record is and is not, its coverage and caveats, fair-use limits, how to get a free key, and how to attribute.

Inputs: no named parameters.

changes_sinceNew stories since a timeA
Read-onlyIdempotent
Inspect

Stories we published after a timestamp, oldest first, for polling. Use next_since from the result as the next call's since. Corrections and removals are not conveyed.

Inputs: since (required), limit, sector.

get_storyGet one story with every outletA
Read-onlyIdempotent
Inspect

One published story by id (from search_stories or changes_since), with every outlet that covers it and which links are paywalled.

Inputs: id (required).

list_outletsList outletsA
Read-onlyIdempotent
Inspect

Outlets that cover at least one published story, with slug, name, homepage and story count; optionally within one sector. Use the slug in search_stories' outlet filter.

Inputs: sector.

list_sectorsList the 18 sectorsB
Read-onlyIdempotent
Inspect

The sectors stories are placed in, with slug, name, what each covers, story counts (all time and last 30 days) and the span of publication dates.

Inputs: no named parameters.

list_typesList development typesA
Read-onlyIdempotent
Inspect

The development-type vocabulary with how many stories carry each. A type with 0 has never been assigned; treat development_type as a hint, most stories have none.

Inputs: no named parameters.

search_storiesSearch AI-in-sector storiesA
Read-onlyIdempotent
Inspect

Search EverythingMeetsAI's record of AI's impact on real-world sectors: source-linked headlines placed in one of 18 sectors, with outlet, country, development type and time, since 24 June 2026. Filter by sector, country, outlet, development type, headline keyword and date. Returns headline, publisher link, outlet, sector and times; never article text. An empty result means no headline matched, not that nothing happened.

Inputs: to, from, sort, limit, +7 more.

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