tools.description_length1 tools have descriptions over 1,024 characters, which crowds the context
pass
tools.schemasevery tool has an object input schema
fail
tools.annotationsno tool declares readOnlyHint or destructiveHint, so clients cannot tell safe calls from risky ones
fail
tools.directory_hintsno tool declares all four of readOnlyHint, destructiveHint, idempotentHint and openWorldHint; missing: get_source (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_market (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); get_landscape (readOnlyHint, destructiveHint, idempotentHint, openWorldHint); …
pass
tools.token_costabout 2,343 tokens to load every tool
pass
tools.api_dumptools are not a one-to-one API dump
stability75 · weight 15
warn
stability.changes22 tool changes in 30 days
pass
stability.rug_pullno tool changed its meaning under the same name
dependenciesn/a · weight 15
n/a
deps.known_vulns, deps.mcp_sdk_version, deps.resolvableno npm or PyPI package
6 tools, about 2,343 tokens to load them all · tool set 43bdb98160f9 · tools last changed 2026-10-20 · checked 2026-10-21 03:46 UTC
Tool changes
list_trendschangeddescription, input schema
before
The 44 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
after · 98% of words in common
The 49 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
search_sourceschangeddescription, input schema
before
Search 978 curated sources on the video games industry: press outlets, trade associations, datasets, analysts, podcasts, books, YouTube channels and communities across 26 markets. Every one was opened and read before it was described, and each result says what it lets you find out, who owns it and what it costs. This answers "where would I look for this?" — it is a directory of sources, not a source of facts, and nothing in it is ranked or scored.
after · 97% of words in common
Search 981 curated sources on the video games industry: press outlets, trade associations, datasets, analysts, podcasts, books, YouTube channels and communities across 26 markets. Every one was opened and read before it was described, and each result says what it lets you find out, who owns it and what it costs. This answers "where would I look for this?" — it is a directory of sources, not a source of facts, and nothing in it is ranked or scored.
list_trendschangeddescription
before
The 43 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
after · 98% of words in common
The 44 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
list_trendschangeddescription, input schema
before
The 42 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
after · 98% of words in common
The 43 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
list_trendschangeddescription
before
The 41 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
after · 98% of words in common
The 42 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
search_sourceschangeddescription, input schema
before
Search 977 curated sources on the video games industry: press outlets, trade associations, datasets, analysts, podcasts, books, YouTube channels and communities across 26 markets. Every one was opened and read before it was described, and each result says what it lets you find out, who owns it and what it costs. This answers "where would I look for this?" — it is a directory of sources, not a source of facts, and nothing in it is ranked or scored.
after · 97% of words in common
Search 978 curated sources on the video games industry: press outlets, trade associations, datasets, analysts, podcasts, books, YouTube channels and communities across 26 markets. Every one was opened and read before it was described, and each result says what it lets you find out, who owns it and what it costs. This answers "where would I look for this?" — it is a directory of sources, not a source of facts, and nothing in it is ranked or scored.
search_techniqueschangeddescription, input schema
before
41 search techniques for games research, each with a query you can paste, what it surfaces and why it works. Includes local-language strategies for researching the Japanese, Korean and Chinese markets without reading the language. Use this before searching the open web on a games question — these are the queries that reach material a plain search buries.
after · 96% of words in common
44 search techniques for games research, each with a query you can paste, what it surfaces and why it works. Includes local-language strategies for researching the Japanese, Korean and Chinese markets without reading the language. Use this before searching the open web on a games question — these are the queries that reach material a plain search buries.
get_landscapechangeddescription
before
The platform and genre maps. 36 platforms — storefronts, consoles, livestreaming and UGC — with who owns each and where its data lives. 30 genres with definitions, subgenres, example games, and the terms actually used in Chinese, Korean and Japanese. Read the genre map before comparing two datasets: the industry has no shared taxonomy and this records where the vendors disagree.
after · 96% of words in common
The platform and genre maps. 38 platforms — storefronts, consoles, livestreaming and UGC — with who owns each and where its data lives. 30 genres with definitions, subgenres, example games, and the terms actually used in Chinese, Korean and Japanese. Read the genre map before comparing two datasets: the industry has no shared taxonomy and this records where the vendors disagree.
list_trendschangeddescription, input schema
before
The 38 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
after · 98% of words in common
The 41 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
get_marketchangeddescription, input schema
before
How to research one of 11 games markets, and the profile behind it. It opens with before_you_start, the research notes for that market: which national annuals are paid and what is free, which venues are closed or could not be verified, which figures overlap or are published on a basis that will not compare, what a weekly chart does and does not count. Then known_gaps, what the directory does not hold for that market and where to go instead. Then a sourced narrative built from claims that each carry the link they came from, a market-size figure with the basis it was published on, a player-population figure with the definition of who was counted, and where that market's data lives. Only these eleven have profiles — for any other market code, search_sources with a market filter is what exists.
after · 96% of words in common
How to research one of 12 games markets, and the profile behind it. It opens with before_you_start, the research notes for that market: which national annuals are paid and what is free, which venues are closed or could not be verified, which figures overlap or are published on a basis that will not compare, what a weekly chart does and does not count. Then known_gaps, what the directory does not hold for that market and where to go instead. Then a sourced narrative built from claims that each carry the link they came from, a market-size figure with the basis it was published on, a player-population figure with the definition of who was counted, and where that market's data lives. Only these twelve have profiles — for any other market code, search_sources with a market filter is what exists.
The platform and genre maps. 38 platforms — storefronts, consoles, livestreaming and UGC — with who owns each and where its data lives. 30 genres with definitions, subgenres, example games, and the terms actually used in Chinese, Korean and Japanese. Read the genre map before comparing two datasets: the industry has no shared taxonomy and this records where the vendors disagree.
get_market
How to research one of 12 games markets, and the profile behind it. It opens with before_you_start, the research notes for that market: which national annuals are paid and what is free, which venues are closed or could not be verified, which figures overlap or are published on a basis that will not compare, what a weekly chart does and does not count. Then known_gaps, what the directory does not hold for that market and where to go instead. Then a sourced narrative built from claims that each carry the link they came from, a market-size figure with the basis it was published on, a player-population figure with the definition of who was counted, and where that market's data lives. Only these twelve have profiles — for any other market code, search_sources with a market filter is what exists.
get_source
Retrieve one source by its slug, with everything recorded about it. Slugs come back from search_sources and are permanent — the same slug names the same source across releases, so it is what to cite.
list_trends
The 49 conversations currently moving the games industry, each with what it is, why it matters, the markets it lands in, its stage, how old the row is, and where it sits on the Three Horizons: H1, the current system running down, H2, the transition and its four groups, H3, the emerging future, or perennial ground. The placements are an editorial reading, not a score, and every answer carries the key to them in horizons. A routing map rather than a synthesis: it names arguments and points at where they are happening, and takes no position on any of them. Filter by horizon, group, market, stage, category or a free-text query; every filter narrows the list and none of them ranks it. Rows come in the order /trends reads them, 14 to a page: page with offset. Name one by slug to read it in full, with its further reading and its claims: a dated timeline, figures, status, consequences, objections and what to watch, each with the link it came from. This is the fastest-decaying data here — every row is dated, and anything older than about six months needs a refresh.
search_sources
Search 981 curated sources on the video games industry: press outlets, trade associations, datasets, analysts, podcasts, books, YouTube channels and communities across 26 markets. Every one was opened and read before it was described, and each result says what it lets you find out, who owns it and what it costs. This answers "where would I look for this?" — it is a directory of sources, not a source of facts, and nothing in it is ranked or scored.
search_techniques
44 search techniques for games research, each with a query you can paste, what it surfaces and why it works. Includes local-language strategies for researching the Japanese, Korean and Chinese markets without reading the language. Use this before searching the open web on a games question — these are the queries that reach material a plain search buries.