mark3labs/mcphost erreicht einen Gesundheitsindex von 24 von 100 und liegt damit im Bereich Kritisch. Am stärksten schneidet es bei AI Readiness (75/100) ab, am schwächsten bei Security (46/100). Das Repository ist archiviert, weitere Wartung ist daher nicht zu erwarten.
24
gesamt / 100
Kritisch
Software-Gesundheitsindex
Metriken werden auf einer Skala von 1–100 in gewichtete Kategorien gruppiert. Der Gesamtwert beginnt als ihr Mittel; sobald öffentliche Evidenz die Richtlinie für Hochrisikojurisdiktionen auslöst, wird die Bewertung angepasst und erhält die Obergrenze 49 (Gefährdet). AI Readiness liegt außerhalb.
24
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Abandonment Policy applies a 40% multiplier to weighted overall health and gives it a ceiling of 29.
Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.
von der Betreuung auf GitHub archiviertGesamtbewertung: Obergrenze Kritisch
Stille allein ist nie der Befund — eine kleine, fertige Bibliothek braucht womöglich jahrelang keinen Commit. Dieser Hinweis verlangt beides: lange keinen menschlichen Commit und Pflichten, denen das Projekt sichtbar nicht nachkommt. Automatisierte Commits gelten nicht als Pflege.
Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25
Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40
Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
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
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 131 aufgelöste Abhängigkeiten wurden mit OSV abgeglichen. Dieses Repository veröffentlicht kein Paket, das der Index auflöst; bewertet wurde daher der Abhängigkeitsgraph des Repositorys. Dieser Graph vermischt Entwicklungs- und Test-Pins mit ausgelieferten Abhängigkeiten, daher werden nur die deklarierten Laufzeit-Abhängigkeiten bewertet; transitive Befunde werden als Kontext ausgewiesen und fließen nicht in die Bewertung ein. Erreichbarkeit wird nicht analysiert.
Wie gut ist das Repository dafür ausgestattet, mit KI-Coding-Agenten entwickelt und gepflegt zu werden? Ein unabhängiges, experimentelles Badge — Gewicht 0,0, es wird eigenständig ausgewiesen und verändert den Gesamt-Gesundheitswert nicht.
Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
Weitere Details
Stern- und Fork-Verlauf 0 ★ / 233 ⇿
0Sterne
233Forks
62Releases
Wann jeder Stern und Fork hinzugefügt wurde, von GitHub erfasst und nach Tagen gruppiert. Das kumulierte Wachstum steht direkt über den täglichen Zugängen, aus denen es besteht, sodass beide gegeneinander lesbar sind: stetiger organischer Zuwachs sieht ganz anders aus als ein abrupter, kurzlebiger Ausschlag. Wo dieser Unterschied messbar ist, wird er als Wachstumsauthentizität ausgewiesen.
Major 0Minor 29Patch 32
Jeder Punkt umfasst 2 Tage.
OpenSSF Scorecard 3.2 / 10
3.2Gesamtwert
Unabhängige, werkzeugneutrale Sicherheitsbewertung durch das quelloffene OpenSSF Scorecard. Jede Prüfung honoriert eine Sicherheits-Praxis, nicht das Werkzeug eines bestimmten Anbieters. Prüfungen, die Scorecard nicht ermitteln konnte, sind mit k. A. markiert und vom Sicherheitswert ausgeschlossen (nie als null gezählt).Scorecard v5.5.0 · 2026-07-25 21:12 UTC
Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 15 direkte und 116 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.
Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 131 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 9 tragen bekannte Advisories, davon 0 direkte.
Ein Advisory bedeutet, dass die im Abhängigkeitsgraphen erfasste Version in den betroffenen Bereich eines Advisories fällt. Erreichbarkeit wird nicht analysiert, und der Graph enthält Entwicklungs- und Test-Pins — ein Fund kann das Werkzeug betreffen und nicht die ausgelieferte Software.
JSON-Rohbericht maschinenlesbar
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"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,
"is_bot": false,
"headline": "upgrade deps",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2026-01-09T14:25:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b3a8c171a8fae1cb5be616d6ca2531c1967d90b",
"body": "… (#147)\n\n* fix: convert JSON Schema draft-07 exclusive bounds to draft-04 format\n\nChrome DevTools MCP and other MCP servers use JSON Schema draft-07 where\nexclusiveMinimum/exclusiveMaximum are numeric values representing the\nactual bounds. However, kin-openapi (OpenAPI 3.0) expects these fields\nas \n[…]\n unchanged)\n\n🤖 Generated with [Claude Code](https://claude.com/claude-code)\n\nCo-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>\n\n---------\n\nCo-authored-by: Claude Opus 4.5 <noreply@anthropic.com>",
"is_bot": false,
"headline": "fix: convert JSON Schema draft-07 exclusive bounds to draft-04 format…",
"author_name": "Cory LaNou",
"author_login": "corylanou",
"committed_at": "2026-01-09T13:03:16Z",
"body_truncated": true,
"is_coding_agent": true
},
{
"oid": "4891f87038f9fb1556e5ee1bc6f703227475c221",
"body": null,
"is_bot": false,
"headline": "skip unless running locally",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-12-09T18:27:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f240b9a8c18117a2adf3350b13082e5975cf4817",
"body": "Fixes panic when using some MCP servers that were auto-generated\nfrom OpenAPI specs. Fixes #141",
"is_bot": false,
"headline": "Bump github.com/cloudwego/eino to fix panic (#142)",
"author_name": "Darragh O'Reilly",
"author_login": "djoreilly",
"committed_at": "2025-12-09T15:28:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cab31935f18de1cc2cce5ee78f528bbd9cd89170",
"body": "Adds a new CLI option, `--approve-tool-run` (or via config setting),\nthat when enabled, prompts the user to approve a tool's execution\nbefore it runs.\n\nThis option is disabled by default to maintain existing behavior.",
"is_bot": false,
"headline": "Feat: Add option to require approval before tool execution (#140)",
"author_name": "Darragh O'Reilly",
"author_login": "djoreilly",
"committed_at": "2025-12-09T15:28:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3cae7c016503eaa52e7802d10ee6ee67f0f68ea",
"body": null,
"is_bot": false,
"headline": "remove stale key",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-12-05T07:25:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8c1f548eac99b25653201e04db3cf177f8583631",
"body": null,
"is_bot": false,
"headline": "update deps",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-11-14T14:06:07Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "63704f55b5fd5baed4e40c47df6d86f2e02a2e69",
"body": null,
"is_bot": false,
"headline": "godoc",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-11-12T13:48:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d3281a2f01db46c8a8c8567e3b3854e07c82a98a",
"body": null,
"is_bot": false,
"headline": "format",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-10-16T13:36:12Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b7cc2ef6e7c52826114a231c8e47a1e1ad93dd7",
"body": null,
"is_bot": false,
"headline": "update models",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-10-16T13:35:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d56335e807ce32cc1848c5a3568990557eaebe39",
"body": "Replace fmt.Printf calls in connection pool health check routines with debug logger calls. Health check messages are now only displayed when the --debug flag is enabled, providing a cleaner terminal output during normal operation while maintaining diagnostic information for troubleshooting.",
"is_bot": false,
"headline": "fix: suppress health check logging to debug output only (#135)",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-10-16T13:33:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "13acf441312f0a046b645d1d0e21d87c44d924a3",
"body": null,
"is_bot": false,
"headline": "add AGENTS.md",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-10-16T13:26:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "dec5f08f80a4f7ab646b2a505618ab2b38d6b487",
"body": null,
"is_bot": false,
"headline": "update mcp-go",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-10-07T07:35:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "81ec644cb99e22a1102c65ca76ea74f4bfdd547e",
"body": null,
"is_bot": false,
"headline": "Update deps",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-09-03T12:45:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f778379deae96be32f77f7f62041b9b52f987dc7",
"body": "* feat: add SDK package for programmatic MCPHost usage\n\n- Export InitConfig and LoadConfigWithEnvSubstitution from cmd package\n- Create sdk package with MCPHost type for programmatic access\n- Add Options struct for configuration overrides\n- Implement Prompt and PromptWithCallbacks methods\n- Add sess\n[…]\nains identical\nbehavior to the CLI, including config loading, environment variables,\nand defaults.\n\n* docs: add SDK section to main README with link to detailed documentation\n\n* fix tests\n\n* update CI",
"is_bot": false,
"headline": "feat: Add SDK package for programmatic MCPHost usage (#129)",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-09-02T12:42:37Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4709716f5ec1b4f23ed7f49f99bbe6fb46cc4e26",
"body": null,
"is_bot": false,
"headline": "Let viper handle precedence",
"author_name": "Ed Zynda",
"author_login": "ezynda3",
"committed_at": "2025-09-02T12:10:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "433bdece703bbe4108cc48de587bb905f8f62068",
"body": "Signed-off-by: Rui Chen <rui@chenrui.dev>",
"is_bot": false,
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"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "217 followers of mark3labs",
"points": 16.8,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 217,
"login": "mark3labs"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "37 public repos, account ~10 yr old",
"points": 23.5,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 37
}
},
{
"code": "account_age_years",
"params": {
"years": 10
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}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"github.com/mark3labs/mcphost"
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"ecosystems": "go",
"any_deprecated": false,
"min_days_since_publish": 150
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"components": [
{
"key": "published_resolvable",
"name": "Published & resolvable",
"detail": "1 package(s) on go",
"points": 25,
"status": "met",
"details": [
{
"code": "packages_published",
"params": {
"count": 1,
"ecosystems": "go"
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}
],
"max_points": 25
},
{
"key": "publish_recency",
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"detail": "latest publish 150 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
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"days": 150
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}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "74 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 74
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}
],
"max_points": 20
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{
"key": "not_deprecated",
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"points": 20,
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"max_points": 20
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}
],
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},
{
"key": "engineering",
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"name": "Engineering Quality",
"value": 68,
"weight": 0.2,
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"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
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{
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"detail": "2 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
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}
],
"max_points": 24
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{
"key": "tests_present",
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"detail": null,
"points": 24,
"status": "met",
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{
"key": "linter_config",
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"points": 16,
"status": "met",
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{
"code": "file_list",
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],
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{
"key": "pre_commit_hooks",
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{
"key": "editorconfig",
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{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
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],
"max_points": 20
}
]
},
{
"key": "documentation",
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"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [],
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"homepage": null,
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"has_docs_dir": false,
"has_description": true
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"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
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{
"key": "repository_description",
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"points": 10,
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"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
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"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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},
{
"code": "weights_renormalized",
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],
"value": 32,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 17,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 1,
"scorecard_aggregate": 3.2
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"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
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{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 0,
"status": "missed",
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{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
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{
"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
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{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
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},
{
"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
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{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
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{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
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{
"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
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{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "31 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
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]
},
{
"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": [
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"code": "excluded_no_data",
"params": {
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"code": "weights_renormalized",
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},
{
"code": "advisories_scope_repository",
"params": {
"assessed": 131
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},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
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],
"value": 100,
"inputs": {
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"affected_packages": 9,
"assessed_packages": 131,
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"direct_affected_packages": 0
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"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
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{
"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": [
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"code": "advisories_scope_not_separable",
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],
"max_points": 25
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{
"key": "no_advisories_left_outstanding",
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"detail": "no advisory carries a publication date",
"points": 0,
"status": "excluded",
"details": [
{
"code": "advisories_no_publication_date",
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],
"max_points": 40
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]
},
{
"key": "malicious_dependencies",
"band": "excellent",
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"note": null,
"notes": [],
"value": 100,
"inputs": {
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"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",
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"direct_malicious_packages": 0,
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"installable_malicious_packages": 0
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"components": [
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"points": 100,
"status": "met",
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"code": "no_malicious_dependencies",
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],
"max_points": 100
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]
},
{
"key": "high_risk_jurisdiction_exposure",
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"code": "jurisdiction_evidence_limits",
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"value": 100,
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"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
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]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
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{
"key": "ai_readiness",
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"metrics": [
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"key": "ai_agent_context",
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"points": 0,
"status": "missed",
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"key": "legible_commit_history",
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"key": "ai_verify_loop",
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"points": 22,
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{
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{
"key": "reproducible_environment",
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"points": 4,
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{
"key": "automated_maintenance",
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"status": "missed",
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],
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{
"key": "openssf_scorecard_pinned_dependencies",
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]
},
{
"key": "ai_code_legibility",
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"note": null,
"notes": [],
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"inputs": {
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"largest_source_bytes": 29610,
"source_files_sampled": 93,
"oversized_source_files": 0
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"components": [
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"points": 45,
"status": "met",
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"code": "statically_typed_language",
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],
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{
"key": "manageable_file_sizes",
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"points": 55,
"status": "met",
"details": [
{
"code": "oversized_source_files",
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"oversized": 0
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],
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]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
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"has_mcp_signal": false,
"api_schema_files": []
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"components": [
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"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
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{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
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{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
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"status": "met",
"details": [
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"code": "file_list",
"params": {
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],
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]
}
],
"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."
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],
"metrics_version": "1.13.0"
},
"warnings": [
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"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/m/mark3labs/mcphost.svg",
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}
Verwandte Einträge
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Fehlende Daten werden ausgeschlossen und die Gewichte neu normiert, nie als null bewertet. Die Methodik ist versioniert und offen: Metriken v1.13.0, Schema v0.27.0 — vollständige Methodik · Metriken-Wiki.
