Datasets:
after_definition stringlengths 103 105k β | before_definition stringlengths 103 772k β | description_changed bool 2
classes | id stringlengths 8 82 | label stringclasses 4
values | label_matches_signed_record bool 1
class | leaf_index int64 42.5k 43.5k | observed_at timestamp[ns, tz=UTC]date 2026-10-28 17:06:25 2026-10-29 14:28:50 | params_added listlengths 0 7 | params_removed listlengths 0 4 | prev_leaf_index int64 132 43.4k | schema_changed bool 2
classes | server_id stringclasses 667
values | tool_name stringlengths 2 76 | tools_sha256_after stringclasses 634
values | tools_sha256_before stringclasses 634
values |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
{"description":"Browse a ready-made shelf of the library: the free books, the easy, medium or challenging reading levels, the lost books, the titles with a 15-minute summary, or the most popular titles. Returns up to 8 titles at a time, with a cursor for the next page.","inputSchema":{"additionalProperties":false,"prop... | {"description":"Browse a ready-made shelf of the library: the free books, the easy, medium or challenging reading levels, the lost books, the titles with a 15-minute summary, or the most popular titles. Returns up to 8 titles at a time, with a cursor for the next page.","inputSchema":{"additionalProperties":false,"prop... | false | 42541:browse_collection | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | browse_collection | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Explain a saying or idiom: what it means, where it comes from, and which titles of the library use it. A phrase that is not in the collection gets the closest phrases that are.","inputSchema":{"additionalProperties":false,"properties":{"language":{"description":"Language of the person asking, as a code:... | {"description":"Explain a saying or idiom: what it means, where it comes from, and which titles of the library use it. A phrase that is not in the collection gets the closest phrases that are.","inputSchema":{"additionalProperties":false,"properties":{"language":{"description":"Language of the person asking, as a code:... | false | 42541:explain_phrase | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | explain_phrase | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Find where a quotation comes from: give at least six words of it and get the title, chapter and paragraph of the open texts of the library that contain it, with the address to read it there. It answers only for texts that are open and never returns the words of the book.","inputSchema":{"additionalPrope... | {"description":"Find where a quotation comes from: give at least six words of it and get the title, chapter and paragraph of the open texts of the library that contain it, with the address to read it there. It answers only for texts that are open and never returns the words of the book.","inputSchema":{"additionalPrope... | false | 42541:find_quote_source | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | find_quote_source | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the catalogue facts of one title: title, subtitle, author and original title in the chosen language, the cover picture address, the print editions, and the title page address in each language in which libraryofalexandria.com has the page (a language without a page there is not listed, so the list ca... | {"description":"Get the catalogue facts of one title: title, subtitle, author and original title in the chosen language, the cover picture address, the print editions, and the title page address in each language of the catalogue.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id a... | true | 42541:get_book | modified | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_book | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the reading facts of one title: its reading level, word count, estimated reading time at three paces, page counts of the print editions, audio length, number of chapters, year of first publication, and whether a 15-minute summary is open. Facts that are not known yet are listed as not available yet.... | {"description":"Get the reading facts of one title: its reading level, word count, estimated reading time at three paces, page counts of the print editions, audio length, number of chapters, year of first publication, and whether a 15-minute summary is open. Facts that are not known yet are listed as not available yet.... | false | 42541:get_book_facts | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_book_facts | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"List the chapters and their access for the signed-in member. Only open titles are shown, and no chapter text is returned.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id as found in a search result, for example top3500-00013 or forbidden-00004. A plain number is ... | {"description":"List the chapters and their access for the signed-in member. Only open titles are shown, and no chapter text is returned.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id as found in a search result, for example top3500-00013 or forbidden-00004. A plain number is ... | false | 42541:get_book_outline | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_book_outline | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the summary of one chapter, act or section of a title, or, without a number, the list of its chapters with their titles. Each summary is a few hundred words at most and points to the next one. A title whose chapter summaries are not open yet says that they open here soon.","inputSchema":{"additional... | {"description":"Get the summary of one chapter, act or section of a title, or, without a number, the list of its chapters with their titles. Each summary is a few hundred words at most and points to the next one. A title whose chapter summaries are not open yet says that they open here soon.","inputSchema":{"additional... | false | 42541:get_chapter_summary | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_chapter_summary | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the listen page address of an open title for the signed-in member. No audio is returned, and access is checked by the listen page.","inputSchema":{"additionalProperties":false,"properties":{"chapter":{"description":"Optional chapter number, starting at 1.","minimum":1,"type":"integer"},"id":{"descri... | {"description":"Get the listen page address of an open title for the signed-in member. No audio is returned, and access is checked by the listen page.","inputSchema":{"additionalProperties":false,"properties":{"chapter":{"description":"Optional chapter number, starting at 1.","minimum":1,"type":"integer"},"id":{"descri... | false | 42541:get_listen_link | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_listen_link | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Read the plan and daily words left for the signed-in member. Passages come only from titles open to you, within a daily word limit.","inputSchema":{"additionalProperties":false,"properties":{},"type":"object"},"name":"get_my_plan"} | {"description":"Read the plan and daily words left for the signed-in member. Passages come only from titles open to you, within a daily word limit.","inputSchema":{"additionalProperties":false,"properties":{},"type":"object"},"name":"get_my_plan"} | false | 42541:get_my_plan | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_my_plan | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Read a located paragraph with nearby paragraphs for the signed-in member. Access is checked again and each passage is limited to 400 words.","inputSchema":{"additionalProperties":false,"properties":{"after":{"description":"Paragraphs after the located paragraph, default 0.","maximum":2,"minimum":0,"type... | {"description":"Read a located paragraph with nearby paragraphs for the signed-in member. Access is checked again and each passage is limited to 400 words.","inputSchema":{"additionalProperties":false,"properties":{"after":{"description":"Paragraphs after the located paragraph, default 0.","maximum":2,"minimum":0,"type... | false | 42541:get_passage | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_passage | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the print editions of one title (standard and large print; paperback or hardcover) with the normal price in US dollars where it exists, ISBN-13 and page count where known, and the address of each product page.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id a... | {"description":"Get the print editions of one title (standard and large print; paperback or hardcover) with the normal price in US dollars where it exists, ISBN-13 and page count where known, and the address of each product page.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id a... | false | 42541:get_print_options | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_print_options | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the publisher's standard description, the languages of the catalogue and the address of the terms page.","inputSchema":{"additionalProperties":false,"properties":{},"type":"object"},"name":"get_publisher_info"} | {"description":"Get the publisher's standard description, the languages of the catalogue and the address of the terms page.","inputSchema":{"additionalProperties":false,"properties":{},"type":"object"},"name":"get_publisher_info"} | false | 42541:get_publisher_info | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_publisher_info | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Read the free opening of one title: the first chapter of its text, in pages of at most 400 words. Pass 'page' for the next page; every answer says how many pages there are and where the text continues. Until the text is open the answer says that it opens here soon.","inputSchema":{"additionalProperties"... | {"description":"Read the free opening of one title: the first chapter of its text, in pages of at most 400 words. Pass 'page' for the next page; every answer says how many pages there are and where the text continues. Until the text is open the answer says that it opens here soon.","inputSchema":{"additionalProperties"... | false | 42541:get_sample | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_sample | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Read the 15-minute summary of one title: the first key idea in full, with its heading, and the headings of the other key ideas, which open in the library. Choose a key idea with 'part'. A title or a language whose summary is not open yet answers that it opens here soon.","inputSchema":{"additionalProper... | {"description":"Read the 15-minute summary of one title: the first key idea in full, with its heading, and the headings of the other key ideas, which open in the library. Choose a key idea with 'part'. A title or a language whose summary is not open yet answers that it opens here soon.","inputSchema":{"additionalProper... | false | 42541:get_summary | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_summary | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get the study guide of one title: its main themes, symbols, setting and recurring motifs, each in a few sentences, with the address of the full study guide. A title or language whose guide is not open yet says that it opens here soon.","inputSchema":{"additionalProperties":false,"properties":{"id":{"des... | {"description":"Get the study guide of one title: its main themes, symbols, setting and recurring motifs, each in a few sentences, with the address of the full study guide. A title or language whose guide is not open yet says that it opens here soon.","inputSchema":{"additionalProperties":false,"properties":{"id":{"des... | false | 42541:get_themes | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | get_themes | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"List the titles on the free shelf, optionally for one language and one subject, with the address of each reading page.","inputSchema":{"additionalProperties":false,"properties":{"language":{"description":"Language of the person asking, as a code: en English, es Spanish, de German, nl Dutch, fr French, i... | {"description":"List the titles on the free shelf, optionally for one language and one subject, with the address of each reading page.","inputSchema":{"additionalProperties":false,"properties":{"language":{"description":"Language of the person asking, as a code: en English, es Spanish, de German, nl Dutch, fr French, i... | false | 42541:list_free_shelf | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | list_free_shelf | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"List the saved books of the signed-in member with their reader addresses. Returns at most 50 books at a time and never returns book text.","inputSchema":{"additionalProperties":false,"properties":{"limit":{"description":"Number of books, default 20.","maximum":50,"minimum":1,"type":"integer"},"offset":{... | {"description":"List the saved books of the signed-in member with their reader addresses. Returns at most 50 books at a time and never returns book text.","inputSchema":{"additionalProperties":false,"properties":{"limit":{"description":"Number of books, default 20.","maximum":50,"minimum":1,"type":"integer"},"offset":{... | false | 42541:list_my_library | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | list_my_library | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Get a chapter address for the signed-in member to open in the reader. Only open titles are linked, and the reader checks chapter access.","inputSchema":{"additionalProperties":false,"properties":{"chapter":{"description":"Chapter number, default 1.","minimum":1,"type":"integer"},"id":{"description":"Tit... | {"description":"Get a chapter address for the signed-in member to open in the reader. Only open titles are linked, and the reader checks chapter access.","inputSchema":{"additionalProperties":false,"properties":{"chapter":{"description":"Chapter number, default 1.","minimum":1,"type":"integer"},"id":{"description":"Tit... | false | 42541:open_in_reader | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | open_in_reader | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Read one chapter of a title on the free shelf, in pages of at most 400 words. Chapter numbers are those of the reader's contents list; without 'chapter' the first chapter of the text is read. Every answer points to the next page. Until the text is open the answer says that it opens here soon.","inputSch... | {"description":"Read one chapter of a title on the free shelf, in pages of at most 400 words. Chapter numbers are those of the reader's contents list; without 'chapter' the first chapter of the text is read. Every answer points to the next page. Until the text is open the answer says that it opens here soon.","inputSch... | false | 42541:read_free_chapter | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | read_free_chapter | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Recommend classics: give the title of a book you liked, or its id, and get the books its readers also enjoyed; or give a topic or a mood and get titles that match it. Filter by reading level or by the free shelf.","inputSchema":{"additionalProperties":false,"properties":{"free_only":{"description":"Only... | {"description":"Recommend classics: give the title of a book you liked, or its id, and get the books its readers also enjoyed; or give a topic or a mood and get titles that match it. Filter by reading level or by the free shelf.","inputSchema":{"additionalProperties":false,"properties":{"free_only":{"description":"Only... | false | 42541:recommend_classics | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | recommend_classics | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Search the catalogue of Library of Alexandria Press by words from a title or an author's name, or by a topic word, in any language of the catalogue (Chinese in simplified and traditional characters). Returns up to 8 titles with id, title, subtitle, author, language, whether print editions are available,... | {"description":"Search the catalogue of Library of Alexandria Press by words from a title or an author's name, or by a topic word, in any language of the catalogue (Chinese in simplified and traditional characters). Returns up to 8 titles with id, title, subtitle, author, language, whether print editions are available,... | false | 42541:search_books | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | search_books | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"Find paragraphs by keywords in chapters open to the signed-in member. Returns at most five short snippets, within word and reading limits.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id as found in a search result, for example top3500-00013 or forbidden-00004. A... | {"description":"Find paragraphs by keywords in chapters open to the signed-in member. Returns at most five short snippets, within word and reading limits.","inputSchema":{"additionalProperties":false,"properties":{"id":{"description":"Title id as found in a search result, for example top3500-00013 or forbidden-00004. A... | false | 42541:search_in_book | unchanged | true | 42,541 | 2026-10-28T17:06:25 | [] | [] | 41,674 | false | io.github.ltvspot/library-of-alexandria | search_in_book | c2e1be0de2d98c8c3c9d8ee6d5c506d7168c806f5aa0dd702c8abe1e1baed26a | a9b3df69004b0fb76a57cd444fb548fdcbddea9c9b7d106387aa65c5908002c9 |
{"description":"List the tools of this server with prices, data sources, licensing, daily limits and data freshness.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{},"type":"object"},"name":"catalog"} | {"description":"List the tools of this server with prices, data sources, licensing, daily limits and data freshness.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properties":{},"type":"object"},"name":"catalog"} | false | 42543:catalog | unchanged | true | 42,543 | 2026-10-28T17:06:26 | [] | [] | 18,596 | false | io.github.mk-career-planning/jp-edinet | catalog | ad52ef88bed2a8984a733d958582fbcb5d579253cf83dc5f84bbab33ef5b3600 | c8276e9ea611f3e7d0ab7c0963983a8c1697f0f9b15ef24dd3a74b6705db28fe |
{"description":"What has this Japanese company or other filer submitted to EDINET in the last 365 days? From this service's day-by-day index of the EDINET document list: document ID, document type (EDINET code and English label, our translation), submission time, period, filer, issuer, tender offer subject and subsidia... | {"description":"What has this Japanese company or other filer submitted to EDINET in the last 365 days? From this service's day-by-day index of the EDINET document list: document ID, document type (EDINET code and English label, our translation), submission time, period, filer, issuer, tender offer subject and subsidia... | false | 42543:edinet_company_filings | unchanged | true | 42,543 | 2026-10-28T17:06:26 | [] | [] | 18,596 | false | io.github.mk-career-planning/jp-edinet | edinet_company_filings | ad52ef88bed2a8984a733d958582fbcb5d579253cf83dc5f84bbab33ef5b3600 | c8276e9ea611f3e7d0ab7c0963983a8c1697f0f9b15ef24dd3a74b6705db28fe |
{"description":"How is this EDINET filing related to other filings, as EDINET's document list states explicitly? One hop each: parent document (parentDocID: amendment, change report base, withdrawal), child documents, filer, large shareholding issuer, tender offer subject and listed subsidiaries, plus FSA correction an... | {"description":"How is this EDINET filing related to other filings, as EDINET's document list states explicitly? One hop each: parent document (parentDocID: amendment, change report base, withdrawal), child documents, filer, large shareholding issuer, tender offer subject and listed subsidiaries, plus FSA correction an... | false | 42543:edinet_filing_relations | unchanged | true | 42,543 | 2026-10-28T17:06:26 | [] | [] | 18,596 | false | io.github.mk-career-planning/jp-edinet | edinet_filing_relations | ad52ef88bed2a8984a733d958582fbcb5d579253cf83dc5f84bbab33ef5b3600 | c8276e9ea611f3e7d0ab7c0963983a8c1697f0f9b15ef24dd3a74b6705db28fe |
{"description":"Which large shareholding and tender offer filings name this Japanese issuer? Large shareholding reports, change reports and amendments (EDINET issuerEdinetCode) and tender offer filings (subjectEdinetCode), newest first, from this service's EDINET index. Filer names are given only for organisations; nam... | {"description":"Which large shareholding and tender offer filings name this Japanese issuer? Large shareholding reports, change reports and amendments (EDINET issuerEdinetCode) and tender offer filings (subjectEdinetCode), newest first, from this service's EDINET index. Filer names are given only for organisations; nam... | true | 42543:edinet_holdings_tender_offers | modified | true | 42,543 | 2026-10-28T17:06:26 | [] | [] | 18,596 | false | io.github.mk-career-planning/jp-edinet | edinet_holdings_tender_offers | ad52ef88bed2a8984a733d958582fbcb5d579253cf83dc5f84bbab33ef5b3600 | c8276e9ea611f3e7d0ab7c0963983a8c1697f0f9b15ef24dd3a74b6705db28fe |
{"description":"What holding ratios did large shareholding reports and change reports about this Japanese issuer state? Newest first, per report: each holder's ratio and the ratio stated for its previous report, shares held and outstanding, base date, obligation and filing dates, amended document, and the joint total w... | null | false | 42543:edinet_large_holding_reports | added | true | 42,543 | 2026-10-28T17:06:26 | [] | [] | 18,596 | false | io.github.mk-career-planning/jp-edinet | edinet_large_holding_reports | ad52ef88bed2a8984a733d958582fbcb5d579253cf83dc5f84bbab33ef5b3600 | c8276e9ea611f3e7d0ab7c0963983a8c1697f0f9b15ef24dd3a74b6705db28fe |
{"description":"Re-fetch the stored result of a settled paid call by its receipt_id, for when the response was lost after payment. Free. Unknown or unsettled receipt ids return RECEIPT_NOT_FOUND. Results are kept for 90 days after settlement.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properti... | {"description":"Re-fetch the stored result of a settled paid call by its receipt_id, for when the response was lost after payment. Free. Unknown or unsettled receipt ids return RECEIPT_NOT_FOUND. Results are kept for 90 days after settlement.","inputSchema":{"$schema":"http://json-schema.org/draft-07/schema#","properti... | false | 42543:get_receipt | unchanged | true | 42,543 | 2026-10-28T17:06:26 | [] | [] | 18,596 | false | io.github.mk-career-planning/jp-edinet | get_receipt | ad52ef88bed2a8984a733d958582fbcb5d579253cf83dc5f84bbab33ef5b3600 | c8276e9ea611f3e7d0ab7c0963983a8c1697f0f9b15ef24dd3a74b6705db28fe |
{"description":"Attach one of YOUR OWN Google accounts to the pool using an oauth_token captured\n on the USER'S OWN machine (password/2FA never leave it). This is the self-serve\n onboarding path β no server-side browser, no SSH.\n\n PREFERRED PATH β no oauth_token handling at all: call flow_status; its\n ... | {"description":"Attach one of YOUR OWN Google accounts to the pool using an oauth_token captured\n on the USER'S OWN machine (password/2FA never leave it). This is the self-serve\n onboarding path β no server-side browser, no SSH.\n\n PREFERRED PATH β no oauth_token handling at all: call flow_status; its\n ... | false | 42544:add_account_token | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | add_account_token | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Begin connecting a Google ANTIGRAVITY account (used by the Claude/Gemini models via\n OmniRoute β not a Google Flow account). Returns `authorize_url` and `state`.\n\n The next step is on the USER's side: give them `next_step` wording and the URL, they\n sign in and press Accept in their browser... | {"description":"Begin connecting a Google ANTIGRAVITY account (used by the Claude/Gemini models via\n OmniRoute β not a Google Flow account). Returns `authorize_url` and `state`.\n\n The next step is on the USER's side: give them `next_step` wording and the URL, they\n sign in and press Accept in their browser... | false | 42544:add_antigravity_start | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | add_antigravity_start | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Finish connecting a Google Antigravity account started with add_antigravity_start.\n\n `code` is the value of `?code=...` on the antigravity.google/oauth-callback page the\n user landed on; `state` is what add_antigravity_start returned. Returns\n {status, account_id, account_email, requires_pr... | {"description":"Finish connecting a Google Antigravity account started with add_antigravity_start.\n\n `code` is the value of `?code=...` on the antigravity.google/oauth-callback page the\n user landed on; `state` is what add_antigravity_start returned. Returns\n {status, account_id, account_email, requires_pr... | false | 42544:add_antigravity_submit | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | add_antigravity_submit | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"ΠΠ°ΠΏΡΠΎΡ ΠΊ Claude Sonnet 4.6 ΡΠ΅ΡΠ΅Π· Π²Π°ΡΡ ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Anthropic (Π΅ΡΠ»ΠΈ ΠΏΠΎΠ΄ΠΊΠ»ΡΡΠ΅Π½Π°) ΠΈΠ»ΠΈ\n ΡΠ΅ΡΠ΅Π· ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Google (Vertex). ΠΠΎΠ΄Π΄Π΅ΡΠΆΠΈΠ²Π°Π΅Ρ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΡ (tool_use).\n\n Args:\n messages: ΡΠΏΠΈΡΠΎΠΊ {\"role\": \"user|assistant\", \"content\": \"...\"}.\n system: ΡΠΈΡΡΠ΅ΠΌΠ½ΡΠΉ ΠΏΡΠΎΠΌΠΏΡ (ΠΎΠΏΡΠΈΠΎΠ½Π°... | {"description":"ΠΠ°ΠΏΡΠΎΡ ΠΊ Claude Sonnet 4.6 ΡΠ΅ΡΠ΅Π· Π²Π°ΡΡ ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Anthropic (Π΅ΡΠ»ΠΈ ΠΏΠΎΠ΄ΠΊΠ»ΡΡΠ΅Π½Π°) ΠΈΠ»ΠΈ\n ΡΠ΅ΡΠ΅Π· ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Google (Vertex). ΠΠΎΠ΄Π΄Π΅ΡΠΆΠΈΠ²Π°Π΅Ρ ΠΈΠ½ΡΡΡΡΠΌΠ΅Π½ΡΡ (tool_use).\n\n Args:\n messages: ΡΠΏΠΈΡΠΎΠΊ {\"role\": \"user|assistant\", \"content\": \"...\"}.\n system: ΡΠΈΡΡΠ΅ΠΌΠ½ΡΠΉ ΠΏΡΠΎΠΌΠΏΡ (ΠΎΠΏΡΠΈΠΎΠ½Π°... | false | 42544:chat_claude_sonnet | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | chat_claude_sonnet | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"ΠΡΡΡΡΡΠΉ ΠΈ Π΄Π΅ΡΡΠ²ΡΠΉ Gemini 3 Flash β Π΄Π»Ρ ΠΊΠΎΡΠΎΡΠΊΠΈΡ
Π·Π°ΠΏΡΠΎΡΠΎΠ², ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ,\n ΠΈΠ·Π²Π»Π΅ΡΠ΅Π½ΠΈΡ ΠΏΠΎΠ»Π΅ΠΉ ΠΈΠ· ΡΠ΅ΠΊΡΡΠ°. ΠΠ΄ΡΡ Π² Π²Π°ΡΡ ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Google, Π½Π°ΡΠΈ ΡΠΎΠΊΠ΅Π½Ρ Π½Π΅ ΡΡΠ°ΡΠΈΡ.\n\n Args:\n messages: ΡΠΏΠΈΡΠΎΠΊ {\"role\": \"user|assistant\", \"content\": \"...\"}.\n system: ΡΠΈΡΡΠ΅ΠΌΠ½ΡΠΉ ΠΏΡΠΎΠΌΠΏΡ (ΠΎΠΏ... | {"description":"ΠΡΡΡΡΡΠΉ ΠΈ Π΄Π΅ΡΡΠ²ΡΠΉ Gemini 3 Flash β Π΄Π»Ρ ΠΊΠΎΡΠΎΡΠΊΠΈΡ
Π·Π°ΠΏΡΠΎΡΠΎΠ², ΠΊΠ»Π°ΡΡΠΈΡΠΈΠΊΠ°ΡΠΈΠΈ,\n ΠΈΠ·Π²Π»Π΅ΡΠ΅Π½ΠΈΡ ΠΏΠΎΠ»Π΅ΠΉ ΠΈΠ· ΡΠ΅ΠΊΡΡΠ°. ΠΠ΄ΡΡ Π² Π²Π°ΡΡ ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Google, Π½Π°ΡΠΈ ΡΠΎΠΊΠ΅Π½Ρ Π½Π΅ ΡΡΠ°ΡΠΈΡ.\n\n Args:\n messages: ΡΠΏΠΈΡΠΎΠΊ {\"role\": \"user|assistant\", \"content\": \"...\"}.\n system: ΡΠΈΡΡΠ΅ΠΌΠ½ΡΠΉ ΠΏΡΠΎΠΌΠΏΡ (ΠΎΠΏ... | false | 42544:chat_gemini_flash | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | chat_gemini_flash | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"ΠΠ°ΠΏΡΠΎΡ ΠΊ Gemini 3 Pro ΡΠ΅ΡΠ΅Π· Π²Π°ΡΡ ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Google AI Pro.\n\n ΠΡΠΏΠΎΠ»ΡΠ·ΡΠ΅Ρ Π²Π°Ρ ΠΏΠΎΠ΄ΠΊΠ»ΡΡΡΠ½Π½ΡΠΉ Google-Π°ΠΊΠΊΠ°ΡΠ½Ρ (ΠΏΠΎΠ΄ΠΊΠ»ΡΡΠΈΡΠ΅ Π½Π° /connect-google).\n Π Π°ΡΡ
ΠΎΠ΄ΡΠ΅Ρ Π²Π°ΡΡ ΠΊΠ²ΠΎΡΡ Google, Π½Π΅ Π½Π°ΡΠΈ ΡΠΎΠΊΠ΅Π½Ρ.\n\n Args:\n messages: ΡΠΏΠΈΡΠΎΠΊ {\"role\": \"user|assistant\", \"content\": \"...\"}.\n ... | {"description":"ΠΠ°ΠΏΡΠΎΡ ΠΊ Gemini 3 Pro ΡΠ΅ΡΠ΅Π· Π²Π°ΡΡ ΠΏΠΎΠ΄ΠΏΠΈΡΠΊΡ Google AI Pro.\n\n ΠΡΠΏΠΎΠ»ΡΠ·ΡΠ΅Ρ Π²Π°Ρ ΠΏΠΎΠ΄ΠΊΠ»ΡΡΡΠ½Π½ΡΠΉ Google-Π°ΠΊΠΊΠ°ΡΠ½Ρ (ΠΏΠΎΠ΄ΠΊΠ»ΡΡΠΈΡΠ΅ Π½Π° /connect-google).\n Π Π°ΡΡ
ΠΎΠ΄ΡΠ΅Ρ Π²Π°ΡΡ ΠΊΠ²ΠΎΡΡ Google, Π½Π΅ Π½Π°ΡΠΈ ΡΠΎΠΊΠ΅Π½Ρ.\n\n Args:\n messages: ΡΠΏΠΈΡΠΎΠΊ {\"role\": \"user|assistant\", \"content\": \"...\"}.\n ... | false | 42544:chat_gemini_pro | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | chat_gemini_pro | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Check projects for a Google account (or all). NOTE: for the credit BALANCE and a\n full at-a-glance overview, prefer `flow_dashboard()` β it returns real credit\n numbers per account + totals. This tool only returns the project list.","inputSchema":{"properties":{"account":{"anyOf":[{"type":"strin... | {"description":"Check projects for a Google account (or all). NOTE: for the credit BALANCE and a\n full at-a-glance overview, prefer `flow_dashboard()` β it returns real credit\n numbers per account + totals. This tool only returns the project list.","inputSchema":{"properties":{"account":{"anyOf":[{"type":"strin... | false | 42544:check_credits | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | check_credits | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Check the status/result of a job previously returned by generate_image,\n generate_video, generate_video_from_image, or generate_video_with_reference.\n\n Besides status/result it reports PROGRESS, so you can tell the person something\n truthful instead of \"still waiting\":\n queue_positi... | {"description":"Check the status/result of a job previously returned by generate_image,\n generate_video, generate_video_from_image, or generate_video_with_reference.\n\n Besides status/result it reports PROGRESS, so you can tell the person something\n truthful instead of \"still waiting\":\n queue_positi... | false | 42544:check_job | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | check_job | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Finish an Antigravity account started with add_antigravity_submit. Creates the GCP\n project needed before the account can serve LLM requests. Idempotent β safe to retry;\n already-onboarded accounts return their project_id.","inputSchema":{"properties":{"account_id":{"title":"Account Id","type":"... | {"description":"Finish an Antigravity account started with add_antigravity_submit. Creates the GCP\n project needed before the account can serve LLM requests. Idempotent β safe to retry;\n already-onboarded accounts return their project_id.","inputSchema":{"properties":{"account_id":{"title":"Account Id","type":"... | false | 42544:complete_antigravity_account | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | complete_antigravity_account | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Send a message to the openFlow human operator (no Telegram needed).\n Replies come from a human, usually within hours; read them with support_replies.","inputSchema":{"properties":{"context":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Context"},"message":{"title":"Message","t... | {"description":"Send a message to the openFlow human operator (no Telegram needed).\n Replies come from a human, usually within hours; read them with support_replies.","inputSchema":{"properties":{"context":{"anyOf":[{"type":"string"},{"type":"null"}],"default":null,"title":"Context"},"message":{"title":"Message","t... | false | 42544:contact_support | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | contact_support | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Create a new, empty Flow character (just gets you an entity_id β no portrait/body,\n no description yet). Plain HTTP, no browser involved.\n\n Low-level building block β for \"make me a character from a description and generate\n its portrait\", call create_character_from_description instead of... | {"description":"Create a new, empty Flow character (just gets you an entity_id β no portrait/body,\n no description yet). Plain HTTP, no browser involved.\n\n Low-level building block β for \"make me a character from a description and generate\n its portrait\", call create_character_from_description instead of... | false | 42544:create_character | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | create_character | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Invent a new character from a text description and generate its portrait β the\n full \"make me a character, no photo involved\" path in ONE call, instead of gluing\n together create_character + update_character + generate_character_image yourself.\n\n name: short and unique among YOUR OWN char... | {"description":"Invent a new character from a text description and generate its portrait β the\n full \"make me a character, no photo involved\" path in ONE call, instead of gluing\n together create_character + update_character + generate_character_image yourself.\n\n name: short and unique among YOUR OWN char... | false | 42544:create_character_from_description | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | create_character_from_description | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Create a new Flow character whose portrait (and optionally body) is a REAL\n PHOTO, not a text description or generation. Both photos become the character's\n slot-0 (portrait) and slot-1 (body) images directly β Flow's own upload mechanism\n in its New Character composer, discovered live 2026-... | {"description":"Create a new Flow character whose portrait (and optionally body) is a REAL\n PHOTO, not a text description or generation. Both photos become the character's\n slot-0 (portrait) and slot-1 (body) images directly β Flow's own upload mechanism\n in its New Character composer, discovered live 2026-... | false | 42544:create_character_from_photo | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | create_character_from_photo | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Create a NEW Flow project on one of your Google accounts and return its project_id.\n\n Use this to give every one of YOUR OWN clients their own namespace: create a project\n per client once, then pass that project_id to generate_image / generate_video so\n their results never mix with anyone e... | {"description":"Create a NEW Flow project on one of your Google accounts and return its project_id.\n\n Use this to give every one of YOUR OWN clients their own namespace: create a project\n per client once, then pass that project_id to generate_image / generate_video so\n their results never mix with anyone e... | false | 42544:create_project | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | create_project | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Rewrite a video from a plain description: \"make the sky stormy\", \"take the\n passer-by out of the shot\", \"warmer light\", \"put the product from the image on the\n table\".\n\n Source β ONE of:\n media_id: id from a previous generate_video* result (OUR OWN generation). Job is\n ... | {"description":"Rewrite a video from a plain description: \"make the sky stormy\", \"take the\n passer-by out of the shot\", \"warmer light\", \"put the product from the image on the\n table\".\n\n Source β ONE of:\n media_id: id from a previous generate_video* result (OUR OWN generation). Job is\n ... | false | 42544:edit_video | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | edit_video | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Continue a video this service already generated β Flow writes what happens next.\n\n media_id: the id from a previous generate_video* result (the bare id, not the\n /v1/media/... path). Only videos made through this service can be extended: the id\n belongs to a specific Google account's projec... | {"description":"Continue a video this service already generated β Flow writes what happens next.\n\n media_id: the id from a previous generate_video* result (the bare id, not the\n /v1/media/... path). Only videos made through this service can be extended: the id\n belongs to a specific Google account's projec... | false | 42544:extend_video | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | extend_video | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Download a generated media file (video, frame) and return its bytes,\n base64-encoded, so the file can be saved or shown even though the media endpoint\n isn't publicly reachable with your MCP key.\n\n THIS IS THE EXPENSIVE PATH β prefer `download_url` from the job result. Bytes returned\n h... | {"description":"Download a generated media file (video, frame) and return its bytes,\n base64-encoded, so the file can be saved or shown even though the media endpoint\n isn't publicly reachable with your MCP key.\n\n THIS IS THE EXPENSIVE PATH β prefer `download_url` from the job result. Bytes returned\n h... | false | 42544:fetch_media | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | fetch_media | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"The account-pool control panel: for EVERY Google account, the real credit\n balance, subscription tier, project count, and health status, plus totals β one\n call, formatted for reading. Use this to answer \"how many accounts, how many\n credits on each and in total, what projects\" β the opera... | {"description":"The account-pool control panel: for EVERY Google account, the real credit\n balance, subscription tier, project count, and health status, plus totals β one\n call, formatted for reading. Use this to answer \"how many accounts, how many\n credits on each and in total, what projects\" β the opera... | false | 42544:flow_dashboard | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | flow_dashboard | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Check whether the Flow generation backend is reachable and see current queue\n depth (queued + warming + running jobs), plus disk state (`disk`: free_gb, below_target,\n below_floor, refusing_jobs); status is \"degraded\" when disk is below the floor. Note: the Android emulator is now OFF β\n g... | {"description":"Check whether the Flow generation backend is reachable and see current queue\n depth (queued + warming + running jobs), plus disk state (`disk`: free_gb, below_target,\n below_floor, refusing_jobs); status is \"degraded\" when disk is below the floor. Note: the Android emulator is now OFF β\n g... | false | 42544:flow_health | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | flow_health | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"What this key still needs before it can do everything β READ-ONLY, spends nothing.\n\n Call this BEFORE the first generation of a session, whenever a call is refused, and\n whenever the user asks why something does not work. It answers in one shot: is a\n Google account connected, how much of t... | {"description":"What this key still needs before it can do everything β READ-ONLY, spends nothing.\n\n Call this BEFORE the first generation of a session, whenever a call is refused, and\n whenever the user asks why something does not work. It answers in one shot: is a\n Google account connected, how much of t... | false | 42544:flow_status | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | flow_status | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Generate a single image showing the character's FACE with several different\n expressions in one row, labeled β an \"expression sheet\". Same job type and same\n history as generate_character_turnaround β see its docstring for the full story:\n the 2026-07-11 finding (plain Android-bearer image... | {"description":"Generate a single image showing the character's FACE with several different\n expressions in one row, labeled β an \"expression sheet\". Same job type and same\n history as generate_character_turnaround β see its docstring for the full story:\n the 2026-07-11 finding (plain Android-bearer image... | false | 42544:generate_character_expression_sheet | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | generate_character_expression_sheet | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Generate a portrait or body image for an existing Flow character.\n\n entity_id: the character's entityId β from create_character or\n create_character_from_photo, or create_character_from_description's own result\n (which already calls this for slot 0 β no need to call it again for that slot).... | {"description":"Generate a portrait or body image for an existing Flow character.\n\n entity_id: the character's entityId β from create_character or\n create_character_from_photo, or create_character_from_description's own result\n (which already calls this for slot 0 β no need to call it again for that slot).... | false | 42544:generate_character_image | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | generate_character_image | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Generate a single image showing the character's FULL BODY from 3 angles\n (front/side/back) in one row, labeled β a \"turnaround sheet\". Pure HTTP as of\n 2026-07-26 β no browser involved (see below for what changed and what that does\n and does NOT prove).\n\n History, so the mechanism cha... | {"description":"Generate a single image showing the character's FULL BODY from 3 angles\n (front/side/back) in one row, labeled β a \"turnaround sheet\". Pure HTTP as of\n 2026-07-26 β no browser involved (see below for what changed and what that does\n and does NOT prove).\n\n History, so the mechanism cha... | false | 42544:generate_character_turnaround | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | generate_character_turnaround | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
{"description":"Generate an image from a text prompt via Google Flow.\n\n model β pass ONE of these exact ids (from GET v1/flow/models, verified 2026-07-25):\n BELUGA = \"Nano Banana 2\" β the DEFAULT, ~30s (legacy id NARWHAL is accepted as an alias)\n GEM_PIX_2 = \"Nano Banana Pro\" β hig... | {"description":"Generate an image from a text prompt via Google Flow.\n\n model β pass ONE of these exact ids (from GET v1/flow/models, verified 2026-07-25):\n BELUGA = \"Nano Banana 2\" β the DEFAULT, ~30s (legacy id NARWHAL is accepted as an alias)\n GEM_PIX_2 = \"Nano Banana Pro\" β hig... | false | 42544:generate_image | unchanged | true | 42,544 | 2026-10-28T17:06:26 | [] | [] | 41,083 | false | io.github.molkex/omni-flash-veo3-nano-banana | generate_image | 016d43b69e348ba9fd668a25286bce2a8a9e26be51425e25b3d9fb435168763b | ff5274f45d0b64a2b64923870f3e776551725b301d832a50a5a92800b7990b58 |
End of preview. Expand in Data Studio
MCP Tool-Change Events & Agent Tool-Change Benchmark
Real changes to the tools/list of public MCP (Model Context Protocol) servers, observed from the outside, timestamped, and signed (Ed25519) into a public Merkle transparency log (RFC 6962/9162). Every row can be traced to its signed record and inclusion proof.
Do not trust this card: verify. python3 verify.py re-checks every record signature and a random sample of inclusion proofs against the pinned signed head.
What is inside (this release)
| config | rows | split | one row = |
|---|---|---|---|
events |
865 (train 692 / test 173) | temporal: test = most recent 20% (from 2026-10-28T23:09:01Z) | one signed changed record: tools added / removed / modified, server, time, full signed record |
benchmark |
34648 (train 26707 / test 7941) | by server (no server in both splits) | one tool in a signed before/after pair, label added/removed/modified/unchanged + description_changed, schema_changed, params added/removed |
Benchmark labels: added 1424, removed 631, modified 3851, unchanged 28742. Labels are computed from the archived before/after definitions (no heuristic, no model) and checked against the signed record (0 mismatches).
Uses
- Drift / "rug pull" detection: does an agent notice that a tool it already approved has changed?
- Change localization: did the description change, the input schema, or both? Which parameters appeared/disappeared?
- Evaluating agent guards that pin tool definitions (re-review on change).
Provenance (signed)
- Source: the public API of the LEGION MCP transparency log, read-only:
https://tlog.legion-api.com/tlog/v0(/records/{i},/tools/{sha256},/proof/inclusion,/head,/keyring). - Pinned signed head: tree_size 43540, 2026-10-29T14:43:39Z, root
14c12688c4766fa721731ea6e8f67b28916b4bba4d1ba12eb4dfb637a6595646. - Window of this release: leaves 42540β43539 (the most recent part of the log at build time); older records are used only as "before" context.
- Validation at build (
validation.json): 865/865 event signatures valid, 40/40 sampled inclusion proofs valid, 1522 archived tools lists hash-checked (0 mismatch), head signature valid, secret-like patterns found: 0. Status: DATASET_OK.
Collection method
LEGION's collector periodically calls tools/list on MCP servers listed in the public MCP Registry, hashes the tool definitions (sha256(JCS(sorted[{name,description,inputSchema}]))) and appends a signed record when the fingerprint changes. Dates are the collector's clock.
Limits (read before use)
- Annotations are not covered by the fingerprint: an annotation-only change (e.g.
readOnlyHint) is invisible here. - A change is not an attack; a signature is not a statement about quality. One operator; no independent witness counted.
- Not exhaustive: unreachable or auth-only servers are observed partially or not at all. This release is a recent window, not the full log.
- 0 changed records lack an archived "before" list and appear only in
events, not inbenchmark. - Tool names, descriptions and schemas are written by the MCP server authors (third-party text).
- 6 secret-like strings (token patterns) were masked as
[REDACTED-SECRET-LIKE]inbenchmarkdefinitions; masked rows no longer hash to the archived list (labels were computed before masking and are unaffected).
License
CC BY 4.0 applies to the compilation: the selection and arrangement of records, the signed observations made by LEGION (timestamps, fingerprints, change sets, signatures), the computed labels and the splits.
Third-party content is not relicensed. Tool names, descriptions and input schemas were written by the authors of the MCP servers. They are factual content, included only so that each row can be verified against the signed log; they remain under whatever terms their authors chose. Do not assume CC BY 4.0 covers them. This note applies to every config of this dataset.
Related
- MCP Directory (browse servers and their signed history): https://legion-api.com/mcp-directory/ β machine-readable: https://legion-api.com/mcp-directory/llms.txt
- Log API: https://tlog.legion-api.com/tlog/v0
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