Публічний реєстр
Звіт про здоров'я програмного забезпеченнясхема 0.27.0 · метрики 1.13.0 · 2026-07-25 21:12 UTC

mark3labs / mcphost

A CLI host application that enables Large Language Models (LLMs) to interact with external tools through the Model Context Protocol (MCP).

GoMIT★ 1 598 зірок⑂ 233 форкиз груд. 2024 р.архівнийПереглянути на GitHub ↗

mark3labs/mcphost має індекс здоров’я 24 зі 100, що відповідає смузі «Критичний». Найвищий показник — AI Readiness (75/100), найнижчий — Security (46/100). Репозиторій заархівовано, тож подальшої підтримки не очікується.

24
загалом / 100
Критичний

Індекс здоров'я програмного забезпечення

Метрики згруповано у зважені категорії на шкалі 1–100. Загальна оцінка починається як їхнє середнє; коли публічні дані активують Політику юрисдикцій високого ризику, рейтинг коригується й отримує верхню межу 49 («Під ризиком»). Готовність до ШІ не входить до індексу.

24
Відмінний85-100Зразковий; відповідає практично всім перевіреним критеріям
Добрий70-84Здоровий; незначні прогалини
Помірний50-69Прийнятний, але з помітними прогалинами; рекомендовано перевірку
У зоні ризику30-49Суттєві слабкі місця; впровадження потребує обережності
Критичний1-29Серйозні проблеми (покинутий, єдиний мейнтейнер, без базової гігієни)
ЖиттєздатністьСпільнота тавпровадженняСталість таврядуванняІнженернаякістьБезпекаГотовність доШІ

Профіль оцінок

Кожна вісь — окрема категорія. Форма важить більше, ніж середнє: здоровий об'єкт заповнює всю фігуру, тоді як профіль із піками та провалами означає, що сила в одному вимірі маскує ризик в іншому.

Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.

Власність

Mark III LabsОрганізація
217 підписників37 публічних репозиторіївз бер. 2016 р.

За цим репозиторієм стоїть організація — спільна, підзвітна опіка, здатна пережити будь-якого окремого мейнтейнера.

Пакетні екосистеми

РеєстрПакетВерсіяЗавантажень / місВерсіїОстання публікація
Gogithub.com/mark3labs/mcphostv0.34.0-74150 днів тому

Метрики за категоріями

Життєздатність

Чи живий проєкт — чи пишеться код і чи виходять релізи?

55Помірний · 22% загального індексу

Активність розробки

38У зоні ризику
Як обчислюється оцінка
9.9/36Свіжість push — останній push 103 дн. тому
9.7/36Ритм комітів — 14/52 тижнів із комітами
18/18Обсяг комітів — 104 комітів за останній рік
0/10OpenSSF Scorecard: Maintained — project is archived
Використані вхідні дані
commits_last_year104
human_commit_share1
days_since_last_push103
active_weeks_last_year14
Як обчислюється оцінка
27/27Випускає релізи — опубліковано 62 релізів
27/36Свіжість релізів — останній реліз 150 дн. тому
27/27Ритм релізів — реліз кожні ~14,7 дн.
0/10OpenSSF Scorecard: Signed-Releases — Project has not signed or included provenance with any releases.
Використані вхідні дані
releases_count62
latest_release_tagv0.34.0-beta.1
releases_from_tagsні
days_since_latest_release150
mean_days_between_releases14,7

Спільнота та впровадження

Чи має проєкт користувачів, завантаження, увагу та влаштовані умови для контриб’юторів?

65Помірний · 18% загального індексу
Як обчислюється оцінка
52/60Зірки — 1 598 зірок
19.7/25Форки — 233 форків
6.8/15Спостерігачі — 18 спостерігачів
Використані вхідні дані
forks233
stars1 598
watchers18
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Як обчислюється оцінка
22.5/22.5README
22.5/22.5Ліцензія — визнана ліцензія (MIT)
0/18Настанови CONTRIBUTING
0/13.5Кодекс поведінки
0/7.2Шаблон issue
0/6.3Шаблон PR
Використані вхідні дані
has_readmeтак
has_licenseтак
has_contributingні
has_issue_templateні
has_code_of_conductні
has_pull_request_templateні

Сталість та врядування

Чи переживе проєкт своїх людей — бас-фактор, реактивність, хто за ним стоїть і як супроводжуються пакети?

62Помірний · 24% загального індексу
Як обчислюється оцінка
9/54Бас-фактор — на 1 контриб’ютор(ів) припадає половина всіх комітів
2.7/22.5Розподіл комітів — головний контриб’ютор — автор 88% комітів
13.5/13.5Широта контриб’юторів — 24 контриб’юторів
0/10OpenSSF Scorecard: Contributors — project has 0 contributing companies or organizations -- score normalized to 0
Використані вхідні дані
bus_factor1
contributors_sampled24
top_contributor_share0,879
Як обчислюється оцінка
35.8/46.8Вирішення issue — закрито 76% issue
31.9/38.3Прийняття PR — злито 60/72 вирішених PR
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Використані вхідні дані
merged_prs60
open_issues19
closed_issues62
issue_closed_ratio0,765
closed_unmerged_prs12
Як обчислюється оцінка
30/30Підтримка власника — у власності організації
0/20Верифікований домен
16.8/25Охоплення власника — 217 підписників у mark3labs
23.5/25Послужний список — 37 публічних репозиторіїв, вік облікового запису ~10 р.
Використані вхідні дані
followers217
owner_typeOrganization
is_verified
owner_loginmark3labs
public_repos37
account_age_days3 796

Супровід пакетів

100Відмінний
Як обчислюється оцінка
25/25Опубліковано й доступно — 1 пакет(ів) у go
35/35Свіжість публікацій — остання публікація 150 дн. тому
20/20Історія версій — 74 опублікованих версій
20/20Не застарілий — активний, не deprecated і не yanked
Використані вхідні дані
packagesgithub.com/mark3labs/mcphost
ecosystemsgo
any_deprecatedні
min_days_since_publish150

Інженерна якість

Чи наявні базові інженерні практики та документація?

68Помірний · 20% загального індексу
Як обчислюється оцінка
24/24Процеси CI — 2 процес(ів) CI
24/24Наявні тести
16/16Конфігурація лінтера — .golangci.yml
0/9.6Pre-commit-хуки
0/6.4.editorconfig
0/20OpenSSF Scorecard: CI-Tests — немає даних
Використані вхідні дані
has_ciтак
has_testsтак
has_editorconfigні
has_linter_configтак
has_precommit_configні
Виключено з оцінювання (немає даних або не застосовно): OpenSSF Scorecard: CI-Tests. Залишкові ваги перенормовано.

Документація

50Помірний
Як обчислюється оцінка
30/30README
0/25Каталог документації
0/15Сайт документації / домашня сторінка
10/10Опис репозиторію
0/10Теми
10/10Wiki
Використані вхідні дані
topics
has_wikiтак
homepage
has_readmeтак
has_docs_dirні
has_descriptionтак

Безпека

Чи міцні видимі практики безпеки й ланцюга постачання, без непослабленої пов’язаності з юрисдикціями високого ризику?

46У зоні ризику · 16% загального індексу

Стан безпеки

32У зоні ризику
Як обчислюється оцінка
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
0/2.5CI-Tests — немає даних
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0/2.5Contributors — project has 0 contributing companies or organizations -- score normalized to 0
10/10Dangerous-Workflow — no dangerous workflow patterns detected
7.5/7.5Dependency-Update-Tool — update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Ліцензія — license file detected
0/7.5Maintained — project is archived
5/5Packaging — packaging workflow detected
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — no SAST tool detected
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — Project has not signed or included provenance with any releases.
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
0/7.5Vulnerabilities — 31 existing vulnerabilities detected
Використані вхідні дані
sourceopenssf_scorecard
checks_evaluated17
scorecard_versionv5.5.0
checks_inconclusive1
scorecard_aggregate3,2
Виключено з оцінювання (немає даних або не застосовно): ci_tests. Залишкові ваги перенормовано.
Як обчислюється оцінка
35/35Прямі залежності без відомих сповіщень — жодна пряма залежність не має відомих сповіщень
0/25Непрямі залежності без відомих сповіщень — транзитивний набір не відокремлюється від залежностей розробки й тестування в цьому обсязі
0/40Немає задавнених сповіщень — жодне сповіщення не має дати публікації
Використані вхідні дані
sourceosv
advisories49
affected_packages9
assessed_packages131
unassessed_packages0
affected_by_severitycritical 2, high 2, moderate 2, unknown 3
direct_affected_packages0
Виключено з оцінювання (немає даних або не застосовно): Непрямі залежності без відомих сповіщень, Немає задавнених сповіщень. Залишкові ваги перенормовано. Звірено 131 резолвлених залежностей із OSV. Цей репозиторій не публікує пакета, який резолвить індекс, тож натомість оцінено граф залежностей репозиторію. Цей граф змішує закріплені версії для розробки й тестування зі справді постачаними залежностями, тож оцінюються лише задекларовані runtime-залежності; транзитивні знахідки подаються як контекст і в оцінку не входять. Досяжність не аналізується.

Готовність до ШІ

Наскільки репозиторій оснащений для розробки та супроводу за участі ШІ-агентів? Незалежний, експериментальний бейдж — вага 0.0, тож він подається окремо і не впливає на загальний індекс здоров'я.

75Добрий · 0% загального індексу
Як обчислюється оцінка
45/45Інструкції для агентів — AGENTS.md
0/15Машиночитана документація (llms.txt)
40/40Читабельна історія комітів — намір зазначено у 81 з 100 людських комітів (структурований заголовок або пояснювальний текст)
Використані вхідні дані
has_llms_txtні
legible_history_share0,81
agent_instruction_filesAGENTS.md
agent_instruction_max_bytes1 519
Як обчислюється оцінка
12.6/18Розгортання однією командою — go.mod (домовленість інструментарію, без раннера задач)
22/22Автоматизовані тести
11/11Конфігурація лінтера / форматера — .golangci.yml
11/11Статична перевірка типів — Go (статично типізована)
10/10Відтворюване середовище — lockfile
4/10Підтверджена практика роботи з агентами — 2 з останніх 100 комітів створено агентом або з його зазначенням
0/8Автоматизоване супроводження — автоматичних оновлень залежностей не виявлено
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Використані вхідні дані
has_nixні
has_testsтак
lockfilesgo.sum
has_dockerfileні
typed_languageтак
bootstrap_files
has_devcontainerні
has_linter_configтак
typecheck_configs
agent_commit_share0,02
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Як обчислюється оцінка
45/45Типізований код — Go (статично типізована)
55/55Керовані розміри файлів — 0/93 файлів вихідного коду понад 60 КБ
Використані вхідні дані
primary_languageGo
largest_source_bytes29 610
source_files_sampled93
oversized_source_files0
Як обчислюється оцінка
0/40Схема API (OpenAPI/GraphQL/proto)
0/20Сервер MCP
40/40Придатні до запуску приклади — examples
Використані вхідні дані
example_dirsexamples
has_mcp_signalні
api_schema_files

Ключові факти

1 598зірок GitHub
24контриб'юторів
104комітів за останні 12 місяців
103днів від останнього пушу
62релізів
1бас-фактор
19відкритих issue
Goпакетних екосистем

Попередження щодо збору даних

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token

Докладніше

Історія зірок і форків 0 ★ / 233 ⇿
0Зірки
233Форки
62Релізи

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

0408012016020024023182024-122025-092026-07
Мажорні 0Мінорні 29Патчі 32

Кожна точка охоплює 2 днів.

OpenSSF Scorecard 3.2 / 10
3.2сукупно

Незалежна, не прив'язана до інструментів оцінка безпеки від відкритого проєкту OpenSSF Scorecard. Кожна перевірка винагороджує практику безпеки, а не інструмент конкретного постачальника. Перевірки, які Scorecard не зміг визначити, позначено н/д і виключено з оцінки безпеки (вони ніколи не зараховуються як нуль).Scorecard v5.5.0 · 2026-07-25 21:12 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
н/дCI-Testsno pull request found
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
0Contributorsproject has 0 contributing companies or organizations -- score normalized to 0
10Dangerous-Workflowno dangerous workflow patterns detected
10Dependency-Update-Toolupdate tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
0Maintainedproject is archived
10Packagingpackaging workflow detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTno SAST tool detected
0Security-Policysecurity policy file not detected
0Signed-ReleasesProject has not signed or included provenance with any releases.
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
0Vulnerabilities31 existing vulnerabilities detected
Прямі залежності 15
РеєстрПакетОбмеження версіїМаніфест
Gocharm.land/bubbles/v2v2.0.0go.mod
Gocharm.land/bubbletea/v2v2.0.0go.mod
Gocharm.land/fantasyv0.10.0go.mod
Gocharm.land/lipgloss/v2v2.0.0go.mod
Gogithub.com/JohannesKaufmann/html-to-markdownv1.6.0go.mod
Gogithub.com/PuerkitoBio/goqueryv1.11.0go.mod
Gogithub.com/charmbracelet/fangv0.4.4go.mod
Gogithub.com/mark3labs/mcp-filesystem-serverv0.11.1go.mod
Gogithub.com/mark3labs/mcp-gov0.44.0go.mod
Gogithub.com/spf13/cobrav1.10.2go.mod
Gogithub.com/spf13/viperv1.21.0go.mod
Gogithub.com/tidwall/gjsonv1.18.0go.mod
Gogolang.org/x/termv0.40.0go.mod
Gogopkg.in/yaml.v3v3.0.1go.mod
Gogithub.com/charmbracelet/glamourv0.10.0go.mod
Усі залежності 131

Повний розв'язаний набір залежностей із графа залежностей GitHub: 15 прямих і 116 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

РеєстрПакетВерсіяЗв'язок
Gocharm.land/bubbles/v2v2.0.0пряма
Gocharm.land/bubbletea/v2v2.0.0пряма
Gocharm.land/fantasyv0.10.0пряма
Gocharm.land/lipgloss/v2v2.0.0пряма
Gogithub.com/charmbracelet/fangv0.4.4пряма
Gogithub.com/charmbracelet/glamourv0.10.0пряма
Gogithub.com/johanneskaufmann/html-to-markdownv1.6.0пряма
Gogithub.com/mark3labs/mcp-filesystem-serverv0.11.1пряма
Gogithub.com/mark3labs/mcp-gov0.44.0пряма
Gogithub.com/puerkitobio/goqueryv1.11.0пряма
Gogithub.com/spf13/cobrav1.10.2пряма
Gogithub.com/spf13/viperv1.21.0пряма
Gogithub.com/tidwall/gjsonv1.18.0пряма
Gogolang.org/x/termv0.40.0пряма
Gogopkg.in/yaml.v3v3.0.1пряма
Gocloud.google.com/gov0.123.0непряма
Gocloud.google.com/go/authv0.18.2непряма
Gocloud.google.com/go/auth/oauth2adaptv0.2.8непряма
Gocloud.google.com/go/compute/metadatav0.9.0непряма
Gogithub.com/alecthomas/chroma/v2v2.23.1непряма
Gogithub.com/andybalholm/cascadiav1.3.3непряма
Gogithub.com/atotto/clipboardv0.1.4непряма
Gogithub.com/aws/aws-sdk-go-v2v1.41.2непряма
Gogithub.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.5непряма
Gogithub.com/aws/aws-sdk-go-v2/configv1.32.10непряма
Gogithub.com/aws/aws-sdk-go-v2/credentialsv1.19.10непряма
Gogithub.com/aws/aws-sdk-go-v2/feature/ec2/imdsv1.18.18непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/configsourcesv1.4.18непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/endpoints/v2v2.7.18непряма
Gogithub.com/aws/aws-sdk-go-v2/internal/iniv1.8.4непряма
Gogithub.com/aws/aws-sdk-go-v2/service/internal/accept-encodingv1.13.5непряма
Gogithub.com/aws/aws-sdk-go-v2/service/internal/presigned-urlv1.13.18непряма
Gogithub.com/aws/aws-sdk-go-v2/service/signinv1.0.6непряма
Gogithub.com/aws/aws-sdk-go-v2/service/ssov1.30.11непряма
Gogithub.com/aws/aws-sdk-go-v2/service/ssooidcv1.35.15непряма
Gogithub.com/aws/aws-sdk-go-v2/service/stsv1.41.7непряма
Gogithub.com/aws/smithy-gov1.24.1непряма
Gogithub.com/aymanbagabas/go-osc52/v2v2.0.1непряма
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Сповіщення про залежності 9

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 131 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 9 мають відомі сповіщення, з них 0 прямі.

ПакетВерсіяЗв'язокКритичністьСповіщеньВиправлено в
golang.org/x/cryptov0.48.0непрямакритична270.52.0
google.golang.org/grpcv1.79.1непрямакритична31.82.1
github.com/buger/jsonparserv1.1.1непрямависока21.1.2
go.opentelemetry.io/otelv1.40.0непрямависока21.41.0
github.com/aws/aws-sdk-go-v2/aws/protocol/eventstreamv1.7.5непрямапомірна21.97.3
golang.org/x/netv0.50.0непрямапомірна101.26.3
github.com/yuin/goldmarkv1.7.16непряманевідома11.7.17
golang.org/x/sysv0.41.0непряманевідома10.44.0
golang.org/x/textv0.34.0непряманевідома10.39.0

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

Звіт у форматі JSON машиночитний
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          "body": "- Accumulate stream chunks in a buffer and flush through\n  DisplayAssistantMessageWithModel at boundaries (tool calls, step\n  complete), mirroring the TUI's StreamComponent accumulate-and-flush\n  strategy. Text accompanying tool calls now renders identically to\n  solo assistant responses.\n\n- Fix exa\n[…]\nntmatter delimiters and\n  convert legacy command/args format to new type+command list format\n  so Viper YAML parsing works correctly.\n\n- Fix env-substitution-script.sh: add missing execute permission.",
          "is_bot": false,
          "headline": "fix: script mode streaming display and example script formatting",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T12:30:39Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "89b3adcc64ca9a4eb507eb0e9f89683506125c15",
          "body": "Script mode had a duplicated agentic loop (runAgenticLoop/runAgenticStep)\nthat was copied from root.go during the Bubble Tea refactor but left with\nbroken streaming display and missing hooks integration. The streaming\ncallback silently accumulated chunks without rendering, and the final\nresponse was\n[…]\nath when\n  any callbacks are provided (fantasy only exposes callbacks on Stream)\n- Fix CLI displayContainer to match TUI output (remove extra padding)\n- Remove premature usage display during CLI setup",
          "is_bot": false,
          "headline": "fix: unify script mode with app layer and fix broken display",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T11:35:36Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9b430f3883a73b03a25de398e2592c3e2bbe7da0",
          "body": "Streaming callbacks were not checking ctx.Err(), so the fantasy library\nkept processing after the user cancelled. Additionally, context.Canceled\nwas surfaced as a StepErrorEvent, printing an error instead of silently\nending the turn.\n\nAdd ctx.Err() checks to all streaming callbacks so the fantasy stream\nloop breaks immediately on cancel. Introduce StepCancelledEvent so the\nTUI flushes partial content and returns to input without an error message.",
          "is_bot": false,
          "headline": "fix: ESC cancel now actually cancels agent response context",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T10:32:38Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8c140b89c253332c1299bd5e6d3193b89191592d",
          "body": "…rder\n\nUse three-phase rendering for blocks with background color:\n1) content with bg + horizontal padding, 2) Place() for vertical\npadding with WithWhitespaceStyle, 3) border applied last so it\nextends the full block height. Pass background color through to\nglamour markdown renderer so inline text inherits the highlight.\nSwitch Highlight to Catppuccin Mantle for a subtler recessed look.",
          "is_bot": false,
          "headline": "fix(ui): uniform background fill on user messages with full-height bo…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T10:20:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d818eddecbecab417b05943c5d6ca9aac537fde5",
          "body": "Lipgloss PaddingTop/PaddingBottom adds raw newlines that don't receive\nbackground color styling. Prepend/append newlines to the content string\ninstead so they are part of the styled content and get the background.",
          "is_bot": false,
          "headline": "fix(ui): embed vertical padding as content to fix background banding",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:57:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "711aefba5ec2f81da392f338e7c4506d5a2bd2df",
          "body": "…sages",
          "is_bot": false,
          "headline": "fix(ui): remove opposite border to fix background banding on user mes…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:54:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a2c8201ec4cec17d094b8415f29d696bb353b375",
          "body": "Use theme.Highlight (Catppuccin Surface 1) as a background color on\nuser message blocks for visual distinction from agent messages.",
          "is_bot": false,
          "headline": "fix(ui): add subtle background fill to user messages",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:53:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee5f41764b57ac8bbae3d499c25824ba18c8a055",
          "body": "… with Primary color\n\nAgent messages now render borderless. User messages use a left border\nwith theme.Primary (Mauve) instead of a right border with Secondary.",
          "is_bot": false,
          "headline": "fix(ui): remove borders from agent messages, move user border to left…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:51:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "faea00795e7499ef6a3672712ba1c11ebd0f1de3",
          "body": "…full width",
          "is_bot": false,
          "headline": "fix(ui): remove width-4 from stream component so agent messages span …",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "948919d60b647367d6606a1c47e55a0312bc5e8c",
          "body": "…ring\n\nAll content blocks now span the full container width by default.\nRemoved PlaceHorizontal floating so user and agent messages no longer\nstagger left/right. The align option now only determines which border\ngets the accent color (left for agent, right for user).",
          "is_bot": false,
          "headline": "fix(ui): make all message blocks full width with no horizontal stagge…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:44:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2f8be19c835423a339081f1d0184ab77cf946ca2",
          "body": "Remove right padding from content blocks and align input components\nwith message content by matching the border(1) + paddingLeft(2)\npattern used by renderContentBlock.",
          "is_bot": false,
          "headline": "fix(ui): align left padding across messages and input components",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:38:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ac6d7f8f536291e5b5e4c1bfa3b1e900dc37318f",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): extend queued message blocks to full width",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:33:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d6b710542f15acd31084c227d31ff64291b4b409",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): left-align queued messages and preserve newlines",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:32:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f57aaf31d06a489ef412dcd13da92ff95f34d55d",
          "body": "…badge\n\nReplace inline text+badge with proper bordered content blocks matching\nthe overall message styling. Each queued message is rendered with a\nright-aligned block, muted border, and a QUEUED badge below the text.",
          "is_bot": false,
          "headline": "fix(ui): render queued messages as styled content blocks with QUEUED …",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:30:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "38e4aa36e6589f24903dc1362598582ca3910afd",
          "body": "Modernize range-over-int loops, use tagged switch, replace min/max\nif-blocks with builtins, remove unused funcs/fields, delete dead\nstreaming_display.go, and fix ineffectual assignment in tests.",
          "is_bot": false,
          "headline": "chore: fix golangci-lint issues",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:26:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "69fba663ef83cd6b9463dedd27f677e263bb6996",
          "body": "…reaming\n\nSpinner now uses theme.Primary/Muted/VeryMuted/MutedBorder instead of\nhardcoded red. Removed 'Thinking...' label and message parameter from\nNewSpinner/ShowSpinner/SpinnerFunc. Spinner keeps running alongside\nstreaming text and only hides on step complete via Reset().",
          "is_bot": false,
          "headline": "fix(ui): use theme colors for spinner, remove text, persist during st…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:24:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee21408546a5c5a7c1e07d1e34c4d9d4acec5b62",
          "body": null,
          "is_bot": false,
          "headline": "fix(ui): collapse multi-line queued messages to single line preview",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:11:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4d9bf8a276dff16ee8446d7f60c455f01c86371d",
          "body": "Fix a deadlock where submitting a message while the agent is streaming\nlocks the app. App.Run() and App.ClearQueue() were calling prog.Send()\nsynchronously from within Bubble Tea's Update() loop, blocking when the\ninternal event channel was full from streaming events.\n\nRun() now returns the queue de\n[…]\na \"queued\" badge\nbetween the separator and input, anchored in the managed region until\nthe agent picks them up. Previously they were printed to scrollback\nimmediately and only a count badge was shown.",
          "is_bot": false,
          "headline": "fix(ui): resolve queue deadlock and anchor queued messages to input",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T09:05:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "acc8843ec0430f199b18d0a899c9c7daa8dd4522",
          "body": null,
          "is_bot": false,
          "headline": "chore: add Pi coding agent repo as btca research resource",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T08:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d405bc12d26a7c14593689c8edb81adc2a8dec68",
          "body": "tea.Println from Init() gets pushed above the fold because the View\nfills the terminal immediately. Print startup info to stdout before\nprogram.Run() so messages are visible when the TUI appears.",
          "is_bot": false,
          "headline": "fix(ui): print startup messages before Bubble Tea takes over",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T07:14:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cd4b5ab85156d0df1a585f65f149c18d9b100081",
          "body": "tea.Batch runs commands concurrently, so multiple tea.Println calls\nwould either race (dropping messages) or render on one line. Use\ntea.Sequence to emit each startup message one at a time.",
          "is_bot": false,
          "headline": "fix(ui): use tea.Sequence for startup messages to preserve ordering",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T07:10:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "18bedca47973fbc8b37c94328d06c5a61e680d26",
          "body": "…race\n\nMultiple tea.Println commands in a tea.Batch can race, causing the\nmodel-loaded message to be dropped. Combine all startup info into a\nsingle system message so only one tea.Println is needed.",
          "is_bot": false,
          "headline": "fix(ui): combine startup messages into single tea.Println to prevent …",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T07:08:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "26b40aa61318d48b931d7b0f5836cd02ba6ce4b5",
          "body": "The Bubble Tea refactor stopped calling SetupCLI for interactive mode,\nwhich dropped the model-loaded, loading-message, and tool-count info\nthat used to appear on startup. Emit those messages from AppModel.Init()\nvia tea.Println to match the old behaviour.",
          "is_bot": false,
          "headline": "fix(ui): restore startup info messages in interactive Bubble Tea TUI",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T07:01:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c1b3fa1dfc33408e90e38bd5b5a7f846d3eafb60",
          "body": null,
          "is_bot": false,
          "headline": "add .iteratr and .opencode tool configuration directories",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T06:55:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4f96acc217ad09fd09634733b8d49631c9f09c92",
          "body": "… LLM\n\nThe Bubble Tea refactor only wired /quit, /clear, and /clear-queue in\nInputComponent; the remaining commands (/help, /tools, /servers, /usage,\n/reset-usage) fell through as submitMsg and were forwarded to app.Run()\nas regular prompts.\n\nIntercept all recognized slash commands in AppModel.Update before they\nreach the app layer, and add print helpers that emit formatted output\nvia tea.Println. Also create a UsageTracker for interactive mode so\n/usage and /reset-usage work correctly.",
          "is_bot": false,
          "headline": "fix(ui): execute slash commands in TUI instead of sending them to the…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T06:55:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "80d5300febb5992b9e42c3457dca4aeaf9eaa6ec",
          "body": "Strip the three-layer permission system (hook-based blocking, user approval\ndialogs, PostToolUse output suppression) so every tool call executes\nunconditionally. This removes ~1100 lines across 14 files including the\n--approve-tool-run and --no-hooks CLI flags, ToolApprovalHandler/Func types,\nPreToolUse/UserPromptSubmit/PostToolUse/Stop hook firing, HookBlockedEvent,\nToolApprovalNeededEvent, the ApprovalComponent UI, and all associated tests.",
          "is_bot": false,
          "headline": "remove all tool calling permission checks and approval infrastructure",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T06:47:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0c3d240519e827da256e7e9f7abbc3388155febe",
          "body": "…y via tea.Println\n\nThe bubbletea refactor was accumulating all messages in StreamComponent\nand only printing Response.Content.Text() on step completion, causing\nuser messages, tool calls, and tool results to be missing from output.\n\nNow only agent streaming text stays live in StreamComponent. Every\n[…]\nt: prints tool result, restarts spinner\n- HookBlockedEvent: prints blocked notice\n- ResponseCompleteEvent: prints assistant text (non-streaming mode)\n- StepCompleteEvent: flushes remaining stream text",
          "is_bot": false,
          "headline": "fix(ui): print user messages, tool calls, and tool results immediatel…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-26T06:29:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "cf2c0261826a5f3458dfb675165aa37d277def56",
          "body": "Remove methods that belonged to the old interactive loop and have no\nexternal callers: HandleSlashCommand, SlashCommandResult, IsSlashCommand,\nDisplayHelp, DisplayTools, DisplayServers, ClearMessages, UpdateUsage,\nDisplayUsageStats, ResetUsageStats. Slash command dispatch is now owned\nby InputCompon\n[…]\ntain all display methods still needed by non-interactive paths\n(cmd/root.go session replay, cmd/script.go, factory.go). Also drop the\nnow-unused \"strings\" import. cli.go shrinks from 509 to 329 lines.",
          "is_bot": false,
          "headline": "refactor(ui): trim CLI to non-TUI helpers only",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:32:12Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4450945b4f786f272c913f4ce9ea1df5349b8624",
          "body": "…ApprovalComponent (TAS-34)",
          "is_bot": false,
          "headline": "test(ui): add 48 unit tests for InputComponent, StreamComponent, and …",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:25:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "977f6c75bd387bbde6f3773a4772d0820506f0ef",
          "body": "Cover state transitions (input->working->approval->input), StepError->input,\nESC cancel flow (single tap sets canceling, double tap calls CancelCurrentStep,\ntimer expiry resets), queue badge updates, window resize/distributeHeight, and\ntea.Println cmd emission on StepCompleteEvent/StepErrorEvent.",
          "is_bot": false,
          "headline": "test(ui): add 23 unit tests for AppModel state machine (TAS-33)",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:22:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "00771cf2918869cf7aff6ecb784c8746cfe427db",
          "body": "Introduce AgentRunner interface in options.go so tests can supply stub\nagents without a real LLM (backward-compatible; *agent.Agent satisfies it).\n\nFix three pre-existing deadlock bugs in app.go where sendEvent() was called\nwhile a.mu was held (Run, ClearQueue, drainQueue); the sendEvent comment\nexp\n[…]\nin\nordering, CancelCurrentStep, cancel-during-approval (ctx unblocks\nToolApprovalFunc), ClearQueue, Close (WaitGroup, idempotent, root-ctx\ncancel), step error recovery, ClearMessages, and QueueLength.",
          "is_bot": false,
          "headline": "test(app): add AgentRunner interface and 15 unit tests for App",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:17:29Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "04a0689775143dea0f28db040759e47143d15c6d",
          "body": "17 tests covering Add, Replace, GetAll, Clear, copy isolation,\nsession.Manager bridge (in-memory, no disk I/O), and race-detector\nconcurrency smoke test.",
          "is_bot": false,
          "headline": "test(app): add MessageStore unit tests (TAS-31)",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:09:41Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c15ff612b8b531af46850b0424b412d428e43a7f",
          "body": "…ner variants\n\n- Move knightRiderFrames() from spinner.go to stream.go (its natural owner\n  as StreamComponent is now the primary TUI inline spinner)\n- Remove unused dotFrames, dotFPS vars and NewThemedSpinner() constructor\n- Remove color field from Spinner struct and simplify run() accordingly\n- spinner.go shrinks from 150 to 76 lines; Spinner struct retained for\n  script.go and cli.go non-TUI paths",
          "is_bot": false,
          "headline": "refactor(ui): move knightRiderFrames to stream.go, remove unused Spin…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:07:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ee66477498a19f411ccbd3355df284be4f86bb55",
          "body": "…-28)\n\nRemove runAgenticStep, runAgenticLoop, runInteractiveLoop, addMessagesToHistory,\nreplaceMessagesHistory, AgenticLoopConfig, executeStopHook, runNonInteractiveMode,\nand runInteractiveMode from root.go. Functions still needed by the script command\nare moved to script.go.",
          "is_bot": false,
          "headline": "refactor(cmd): delete legacy agentic loop dead code from root.go (TAS…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T23:04:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "154d693a8e2bcb54d8ea7b20ae970b0eac2a29e6",
          "body": "Delete GetPrompt, StartStreamingMessage, UpdateStreamingMessage,\nGetToolApproval, and finishStreaming from CLI — these each spun up\ntheir own tea.NewProgram and are superseded by the unified AppModel\nTUI. Also remove the streamProgram/streamDone fields they relied on.\n\nUpdate dead-code stubs in cmd/root.go to keep the build clean until\nthe legacy agentic-loop functions are deleted in TAS-28.",
          "is_bot": false,
          "headline": "refactor(ui): remove standalone tea.Program calls from CLI (TAS-27)",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:58:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "371fc0447749ccce8e13104aec81aeac26078782",
          "body": "Add SetHeight() to StreamComponent and wire distributeHeight() to call\nit so the stream region is clamped to the available terminal rows after\nsubtracting the fixed separator (1) and input (5) lines. Also propagate\ninitial dimensions at NewAppModel construction time.",
          "is_bot": false,
          "headline": "feat(ui): propagate WindowSizeMsg dimensions to stream child component",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:53:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f518b74d637bccee727a66dd1099e6f38aaf4a6",
          "body": "…ueued steps\n\nAfter StepCompleteEvent resets state to stateInput, the next queued step fires\nSpinnerEvent{Show: true} before the first output arrives. Without this guard the\nparent stayed in stateInput while the agent was running. Now any SpinnerEvent\nwith Show=true drives the state machine back to stateWorking, ensuring the TUI\ncorrectly reflects the active state for both fresh and queued steps.",
          "is_bot": false,
          "headline": "fix(ui): transition to stateWorking on SpinnerEvent{Show: true} for q…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:50:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "355198cd3a0aad1df1167805777f3feb76b52315",
          "body": "Add a shutdown guard in drainQueue() that checks a.closed and\nrootCtx.Err() before dequeuing the next prompt. Previously, calling\nClose() mid-drain would cancel the root context but the loop would\nstill attempt to run subsequent queued prompts against that cancelled\ncontext. Now the loop clears the queue and exits cleanly on shutdown.",
          "is_bot": false,
          "headline": "fix(app): stop queue drain when app is closing",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:46:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "12bed9b51526f321b64fa39c2c5456201ba2b297",
          "body": "Add UsageUpdater interface to app/options.go to avoid circular imports,\nwire *ui.UsageTracker via Options.UsageTracker in cmd/root.go, and call\nupdateUsage() after each successful step in both runPrompt() and RunOnce().",
          "is_bot": false,
          "headline": "feat(app): move usage tracking into app layer (TAS-8)",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:45:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d813c2c3d492641466602a809b13df16f05fe908",
          "body": "… via executeStep\n\nexecuteStep() now accepts a prompt string instead of a pre-built message slice.\nIt calls store.Add() for the user message before the agent runs (persisting it\nimmediately, even on cancellation), builds the full msgs slice via store.GetAll(),\nand calls store.Replace() on success wi\n[…]\nted conversation.\n\nrunPrompt() and RunOnce() are simplified accordingly — all history mutations\nare now owned by executeStep(), the single code path for both interactive and\nnon-interactive execution.",
          "is_bot": false,
          "headline": "refactor(app): move conversation history management into MessageStore…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:39:05Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "512aa735bff81d9ab711c9f01ba9fb4a6f6ffb04",
          "body": "Fire UserPromptSubmit in Run() before queuing, PreToolUse/PostToolUse in\nexecuteStep() callbacks, and Stop hook in runPrompt()/RunOnce() after each\nstep. Emit HookBlockedEvent when a hook blocks a prompt or tool call.",
          "is_bot": false,
          "headline": "feat(app): move hook execution into App layer",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:36:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "591d7905d277f5c1b0bbd012e694e3f6613cc36b",
          "body": "SetupCLI() and its associated debug/CLI display logic now only run when\n--prompt is set (non-interactive mode). Interactive mode uses the Bubble\nTea AppModel exclusively and never allocates a legacy CLI.\n\n- Move SetupCLI call inside promptFlag != \"\" guard\n- Remove cli parameter from runInteractiveModeBubbleTea (was unused _)\n- Remove cli parameter from runNonInteractiveModeApp (no longer needed)\n- Session history display remains guarded by cli != nil, so it correctly\n  skips in interactive mode",
          "is_bot": false,
          "headline": "refactor(cmd): scope SetupCLI to non-interactive path only",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:31:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3f2a0aaa920b24095ff8b4755b520e27db9a5d31",
          "body": "Replace the legacy runNonInteractiveMode path (which used runAgenticLoop\nand the old CLI spinner/streaming display) with runNonInteractiveModeApp,\nwhich delegates directly to appInstance.RunOnce(ctx, prompt, os.Stdout).\n\nRunOnce never creates a tea.Program, so no intermediate spinner or\ntool-call ou\n[…]\nn-interactive cases with the same codepath.\n\nWhen --no-exit is set, runNonInteractiveModeApp hands off to the\ninteractive BubbleTea TUI via runInteractiveModeBubbleTea after the\nsingle step completes.",
          "is_bot": false,
          "headline": "refactor(cmd): route non-interactive mode through app.RunOnce",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:26:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "c7585b17b8ff33ecf4029b61d31925dc0687bfa4",
          "body": "Replace the old SetupCLI/runInteractiveLoop flow with a single\ntea.NewProgram(AppModel) + appInstance.SetProgram() call. NewAppModel\nnow constructs InputComponent and StreamComponent inline so the parent\nmodel is fully wired on construction.",
          "is_bot": false,
          "headline": "feat(ui): wire interactive path to unified Bubble Tea TUI",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:24:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "302b85ab3128663a4b85b248505a66b1c263d649",
          "body": "…hutdown\n\nTAS-18: Implements internal/app/app.go with the App orchestrator that satisfies\nthe ui.AppController interface. Wires all 7 agent callbacks to program.Send()\nevents, handles interactive approval via ToolApprovalNeededEvent channel, and\ndrains the prompt queue sequentially in a single backg\n[…]\ncmd/root.go to construct app.New() after session\nmessages are loaded, defer appInstance.Close(), and wire ToolApprovalFunc per\nmode (AutoApproveFunc for non-interactive, nil for interactive TUI path).",
          "is_bot": false,
          "headline": "feat(app): create App struct with queue, cancellation, and graceful s…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:19:20Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "7216c86db2492937eb899a297f8c15e54cbad4bc",
          "body": "…gement\n\nWraps []fantasy.Message with Add, Replace, GetAll, Clear, and Len methods.\nBridges to session.Manager for best-effort on-disk persistence on every mutation.",
          "is_bot": false,
          "headline": "feat(app): add MessageStore for thread-safe conversation history mana…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:14:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8303ee1dc51119631d979a09f6ac2540e3479019",
          "body": "Refactors tool approval from the standalone ToolApprovalInput (which called\ntea.Quit) into ApprovalComponent that returns approvalResultMsg{Approved: bool}\nvia a tea.Cmd, letting AppModel own the program lifecycle. Wires the\nToolApprovalNeededEvent handler in model.go to construct and display the\ncomponent.",
          "is_bot": false,
          "headline": "feat(ui): add ApprovalComponent as parent-managed Bubble Tea child model",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:12:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0cf4e60a78d8a561a0c52c41ec09213908bae894",
          "body": "…gion\n\nImplements TAS-16: refactors the stream display into a self-contained\nStreamComponent with a phase state machine (idle/spinner/streaming).\nReuses knightRiderFrames() for the KITT-style spinner, accumulates\nstreaming chunks, and renders tool call/result events inline.\nReset() clears all state between agent steps.",
          "is_bot": false,
          "headline": "feat(ui): add StreamComponent as Bubble Tea child model for stream re…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:10:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a99f11a2f74c11859c42bf6f31bcadadd46e122f",
          "body": "…command routing\n\nReplaces the standalone SlashCommandInput quit-on-submit pattern with a\nproper child component (InputComponent) that returns submitMsg as a tea.Cmd.\nSlash commands are executed against AppController (/clear, /clear-queue) or\nreturn tea.Quit (/quit) — no os.Exit(). Also registers /clear-queue in the\nslash command registry.",
          "is_bot": false,
          "headline": "feat(ui): add InputComponent with parent-managed lifecycle and slash …",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:08:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dbf1dd52e163931f8963d3a84596db83cbc1c114",
          "body": "…Model\n\nHandle /quit slash command (and aliases /q, /exit) in submitMsg handler by\nreturning tea.Quit before forwarding to the app layer. Add TODO comment in\ncmd/root.go marking where defer appInstance.Close() belongs once app.App\nexists (TAS-18).",
          "is_bot": false,
          "headline": "feat(ui): implement graceful quit via /quit command and ctrl+c in App…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:05:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6398b3e6371e583e9741dcacf95f627647979796",
          "body": "Render step errors above the BT region via tea.Println() using the\nexisting RenderErrorMessage() renderers, mirroring the StepCompleteEvent\npattern. Reset stream state and transition back to stateInput on error.",
          "is_bot": false,
          "headline": "feat(ui): implement StepErrorEvent handling in AppModel",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T22:02:34Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "be77e716cbda9fee55e868124bc464314ca1c023",
          "body": "Introduce the root Bubble Tea model (AppModel) and the three TUI-internal\nmessage types needed by the unified architecture spec (TAS-10).\n\n- internal/ui/events.go: submitMsg, approvalResultMsg, cancelTimerExpiredMsg\n- internal/ui/model.go: AppModel with full stateInput/stateWorking/stateApproval\n  s\n[…]\n(TAS-15/16/17), double-tap ESC cancel with 2s\n  timer, routing of all 13 app-layer events, tea.Println on StepCompleteEvent,\n  stacked View() with separator and queue badge, WindowSizeMsg propagation.",
          "is_bot": false,
          "headline": "feat(ui): add parent AppModel and TUI-internal event types",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T21:57:59Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "b23b8db3d6e6ed124c580c196a0ce29a1e1450b6",
          "body": "Define all 13 event structs in internal/app/events.go that the app layer\nsends to the TUI via program.Send(), including streaming, tool call, approval,\nspinner, queue, and error events.",
          "is_bot": false,
          "headline": "feat(app): add event types for app-to-TUI communication",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T21:50:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d4b393c95d0d60d17d54910a66d389f11fb2a2c2",
          "body": "… pattern\n\nReplace micro-program pattern (3 separate tea.NewProgram calls) with a\nsingle persistent program using child model composition. Introduces thick\napp layer for agent orchestration, message queueing, and double-tap ESC\ncancellation.",
          "is_bot": false,
          "headline": "spec: unified Bubble Tea architecture with single-program child model…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T21:46:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b96fe071bacaa93d0bab439f3de2c2f35b93214f",
          "body": "Drop the points spinner and message label in favor of a Knight Rider\nscanner that bounces a red glow across 8 small squares. Frames are\npre-rendered with a 3-level intensity trail (#FF0000, #990000, #440000)\nat 14 FPS.",
          "is_bot": false,
          "headline": "feat: replace spinner with KITT-style red scanning animation",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T21:12:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "676a6b0e6335a7197ceae965dee3b505473ce084",
          "body": "… streaming display\n\nStreaming text was flickering because displayContainer() used raw escape\nsequences (\\033[%dF) to move the cursor and fmt.Println to repaint on\nevery token. This bypassed Bubble Tea's synchronized output, cursor\nhiding, and atomic flush.\n\nReplace the manual approach with a dedica\n[…]\n of each streaming response. BT's renderer now handles all\nin-place updates flicker-free. One-shot messages (user, tool, system,\nerror) continue to use simple fmt.Println since they are never redrawn.",
          "is_bot": false,
          "headline": "fix: replace manual ANSI escape sequences with Bubble Tea program for…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T21:07:27Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "443410018ce44aa7c49067a5a255a578c245a326",
          "body": "OpenAI strictly validates JSON Schema and rejects 'required': null (expects\nan array). When MCP tools had no required fields, the nil []string serialized\nas null. Initialize required as []string{} and sanitize nested schemas\nrecursively to remove null/invalid required fields from MCP server responses.",
          "is_bot": false,
          "headline": "fix: prevent null 'required' in MCP tool schemas breaking OpenAI API",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T19:51:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71bdc768be2ea3c02593930b1a006968ce5d1b62",
          "body": "…roviders, fix all lint issues\n\nReplace catwalk dependency with direct models.dev integration (97 providers,\n3039 models vs catwalk's 22/679). Auto-route @ai-sdk/openai-compatible\nproviders through fantasy's openaicompat using the api URL from models.dev,\neliminating the need for --provider-url. Add\n[…]\n errcheck (53), staticcheck SA4006 (24),\nSA9003 (2), ST1005 (5), ineffassign (3). Restructure styles.go color\nhandling into a colorScheme struct to eliminate SA4006 false positives\nfrom new(x) syntax.",
          "is_bot": false,
          "headline": "feat: replace catwalk with models.dev, auto-route openai-compatible p…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T19:51:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ccef91e69c1d4397a0333f5b378dc1b769c4f510",
          "body": null,
          "is_bot": false,
          "headline": "feat: add 'mcphost models' command to list available models per provider",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T19:13:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "29a46f6f98604c12a724d5a1b1c22a33bd61d06b",
          "body": "…ovider\n\n- Make model validation advisory: unknown models pass through to the\n  provider API with a stderr warning instead of blocking. Catwalk\n  metadata is used for cost tracking and suggestions when available.\n- Add LookupModel() as the primary registry API (returns nil for\n  unknown models, no e\n[…]\n  registry loads cached data first, falls back to embedded.\n- Add vercel provider support via fantasy.\n- Add io.Closer plumbing to ProviderResult and Agent.Close() for\n  providers that hold resources.",
          "is_bot": false,
          "headline": "feat: advisory model validation, update-models command, and vercel pr…",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T19:09:24Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "72fa1ff029127833d9136995260b93a287abfc4b",
          "body": "- Delete dead ESC listener code and bubbletea/time imports from agent\n- Remove internal/tokens/ package (empty stubs and trivial estimator)\n- Inline token estimation into usage_tracker as unexported helper\n- Remove unused EstimateAndUpdateUsageFromText dead method\n- Remove 9 unsupported provider env var entries from registry",
          "is_bot": false,
          "headline": "chore: remove dead code and unused token counter package",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T17:35:19Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e62ce679fe63018478bd562f1d027b9c86a527d4",
          "body": "Switch the --model / -m flag format from colon-separated (provider:model)\nto slash-separated (provider/model), e.g. anthropic/claude-sonnet-4-5-20250929\nor ollama/qwen3:8b. The slash separator is cleaner since model names can\ncontain colons (ollama tags, bedrock ARNs).\n\nAdd centralized ParseModelStr\n[…]\ndels/providers.go that all\ncallers now use. The old colon format is still accepted with a deprecation\nwarning to stderr for backward compatibility.\n\nUpdate default model to claude-sonnet-4-5-20250929.",
          "is_bot": false,
          "headline": "feat: change model notation from provider:model to provider/model",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T15:41:49Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "be9162637b67617683b47d134e762ff629716748",
          "body": null,
          "is_bot": false,
          "headline": "chore: upgrade all dependencies to latest versions",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T15:20:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0703dd16027eed4757ff99128bd2dd4279a314f3",
          "body": "Each spinner created a new tea.NewProgram which sent DECRQM queries for\nsynchronized output mode 2026. When the program exited and restored\ncooked terminal mode, the terminal's DECRPM response leaked as visible\n^[[?2026;2$y characters. Replace Bubble Tea spinner with a simple\ngoroutine animation loop writing directly to stderr via lipgloss.",
          "is_bot": false,
          "headline": "fix: eliminate escape sequence leak from spinner tea.Program instances",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T15:17:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ce32cea7eec4a3f1fa4f2de9b2bda978e141d18d",
          "body": "Migrate from github.com/charmbracelet/* v1 to charm.land/* v2 vanity imports.\n\nKey changes:\n- bubbletea: View() returns tea.View, KeyMsg -> KeyPressMsg, msg.String() matching\n- lipgloss: AdaptiveColor replaced with cached dark-bg detection helper\n- bubbles/textarea: Styles()/SetStyles() pattern, Key\n[…]\n(), typed Update return\n- Input: enter always submits, ctrl+j/alt+enter insert newlines\n- User message newlines preserved through glamour via \\n -> \\n\\n conversion\n- glamour stays at v1 (no v2 exists)",
          "is_bot": false,
          "headline": "feat: upgrade charmbracelet libs to v2 (bubbletea, lipgloss, bubbles)",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T14:07:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d24d49854f3e112b2ee588d021338d239d58dd75",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'main' of github.com:mark3labs/mcphost",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T13:24:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "bf2f44190d38fb355bd86a100b7d3fee1e1af726",
          "body": null,
          "is_bot": false,
          "headline": "btca",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-25T13:24:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "191dcea1591b82336a5ed711e18044032ee0e3b6",
          "body": "Signed-off-by: Ramiz Polic <rpolic@cisco.com>",
          "is_bot": false,
          "headline": "chore: update packages to resolve security issues (#154)",
          "author_name": "Ramiz Polic",
          "author_login": "ramizpolic",
          "committed_at": "2026-02-15T16:56:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a77aab3d9055311fe898288e590788760c899aa0",
          "body": "Fixes build error with Go 1.26rc1/rc2 caused by undefined GoMapIterator\nin sonic v1.14.1.\n\nCloses #152",
          "is_bot": false,
          "headline": "fix: upgrade sonic to v1.15.0 for Go 1.26 compatibility",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-02-02T08:09:51Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c4aa911e3a18dab251a0ab5f50727b4cf9540545",
          "body": "Add support for using Claude models via Google Cloud Vertex AI through\nthe `google-vertex-anthropic` provider. This enables users who have\nClaude access through their Google Cloud account to use mcphost with\nVertex AI authentication.\n\nChanges:\n- Add `google-vertex-anthropic` provider case and create\n[…]\n514\n\nReference: https://docs.anthropic.com/en/docs/claude-code/google-vertex-ai\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add Google Vertex AI support for Claude models (#146)",
          "author_name": "Shane McDonald",
          "author_login": "shanemcd",
          "committed_at": "2026-01-10T10:01:18Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "7ece291d9a8aabb4bfaaada4c252d76273b571e9",
          "body": null,
          "is_bot": false,
          "headline": "fix anthropic api issue",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-01-09T14:39:30Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f9485cbe5961ab050c481068b82c5a0a1caa3560",
          "body": null,
          "is_bot": false,
          "headline": "new models",
          "author_name": "Ed Zynda",
          "author_login": "ezynda3",
          "committed_at": "2026-01-09T14:30:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c284a20dab8b67e499aab564d0f555d6a938fb7e",
          "body": null,
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        "name": "Security",
        "value": 46,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): CI-Tests. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "ci_tests"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 32,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 3.2
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "no pull request found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 0 contributing companies or organizations -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "project is archived",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "no SAST tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "31 existing vulnerabilities detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 131 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 131
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 49,
              "affected_packages": 9,
              "assessed_packages": 131,
              "unassessed_packages": 0,
              "affected_by_severity": "critical 2, high 2, moderate 2, unknown 3",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 131,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 11
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "good",
        "name": "AI Readiness",
        "value": 75,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.81,
              "agent_instruction_files": [
                "AGENTS.md"
              ],
              "agent_instruction_max_bytes": 1519
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "AGENTS.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "AGENTS.md"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "81 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 81,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 71,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "go.mod (toolchain convention, no task runner)",
                "points": 12.6,
                "status": "partial",
                "details": [
                  {
                    "code": "toolchain_convention",
                    "params": {
                      "files": "go.mod"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 29610,
              "source_files_sampled": 93,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/93 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 93,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-25T21:12:16.688506Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mark3labs/mcphost.svg",
  "full_name": "mark3labs/mcphost",
  "license_state": "standard",
  "license_spdx": "MIT"
}

Оцінки — це сигнали, а не гарантії. Вони відображають публічно видимі практики на GitHub — це не аудит коду й не гарантія безпеки.

Відсутні дані виключаються, а ваги перенормовуються — нуль за відсутність ніколи не ставиться. Методологія версіонована й відкрита: метрики v1.13.0, схема v0.27.0 — повна методологія · вікі метрик.

Як окремий результат виглядає на тлі всього реєстру: сукупна статистикаGo.