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Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-24 23:21 UTC

anatolykoptev / go-mcpserver

Bootstrap library for Go MCP servers — one Run() call instead of ~80 lines of boilerplate

GoApache-2.0★ 1 Stern⑂ 0 Forksseit März 2026Auf GitHub ansehen ↗

anatolykoptev/go-mcpserver erreicht einen Gesundheitsindex von 57 von 100 und liegt damit im Bereich Mittel. Am stärksten schneidet es bei Vitality (78/100) ab, am schwächsten bei Community & Adoption (24/100). Zuletzt vor 5 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

57
gesamt / 100
Mittel

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.

57
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)
VitalitätCommunity &VerbreitungNachhaltigkeit &GovernanceEngineering-QualitätSicherheitAI Readiness

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.

Eigentümerschaft

Anatoly KoptevPersönliches Konto
12 Follower91 öffentliche Reposseit Okt. 2025oxpulse.chat

Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Gogithub.com/anatolykoptev/go-mcpserverv0.18.0-24vor 5 Tagen

Metriken nach Kategorie

Vitalität

Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?

78Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
36/36Push-Aktualität — letzter Push vor 5 Tagen
6.9/36Commit-Rhythmus — 10/52 Wochen mit Commits
14.8/18Commit-Volumen — 43 Commits im letzten Jahr
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
Verwendete Eingangsdaten
commits_last_year43
human_commit_share1
days_since_last_push5
active_weeks_last_year10
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 4 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 6 Tagen
19.8/27Release-Rhythmus — ein Release etwa alle 45,5 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count4
latest_release_tagv0.16.0
releases_from_tagsnein
days_since_latest_release6
mean_days_between_releases45,5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: Signed-Releases. Die verbleibenden Gewichte wurden renormalisiert.

Community & Verbreitung

Hat das Projekt Nutzer, Downloads, Aufmerksamkeit und ein einladendes Umfeld für Beitragende?

24Kritisch · 18 % des Gesamtindex
Wie die Bewertung erfolgt
0/60Stars — 1 Stars
0/25Forks — 0 Forks
0/15Watcher — 0 Watcher
Verwendete Eingangsdaten
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (Apache-2.0)
0/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
0/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingnein
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templatenein

Nachhaltigkeit & Governance

Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?

55Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
0.5/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 98 % der Commits
2.7/13.5Breite der Beitragenden — 2 Beitragende
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Verwendete Eingangsdaten
bus_factor1
contributors_sampled2
top_contributor_share0,977
Wie die Bewertung erfolgt
44.1/46.8Issue-Lösungsquote — 94 % der Issues geschlossen
38.2/38.3PR-Annahme — 11/11 entschiedene PRs gemergt
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Verwendete Eingangsdaten
merged_prs11
open_issues1
closed_issues17
issue_closed_ratio0,944
closed_unmerged_prs0
Wie die Bewertung erfolgt
10/30Organisatorische Trägerschaft — persönliches (Nutzer-)Konto
0/20Verifizierte Domain — für Nutzerkonten nicht anwendbar
8/25Reichweite des Inhabers — 12 Follower von anatolykoptev
14.5/25Kontohistorie — 91 öffentliche Repos, Kontoalter ca. 0 Jahre
Verwendete Eingangsdaten
followers12
owner_typeUser
is_verified
owner_loginanatolykoptev
public_repos91
account_age_days273
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf go
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 5 Tagen
20/20Versionshistorie — 24 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgithub.com/anatolykoptev/go-mcpserver
ecosystemsgo
any_deprecatednein
min_days_since_publish5

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

76Gut · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 1 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .golangci.yml
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
12/20OpenSSF Scorecard: CI-Tests — 7 out of 11 merged PRs checked by a CI test -- score normalized to 6
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
0/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
10/10Topics — 6 Topics
10/10Wiki
Verwendete Eingangsdaten
topicsboilerplate, framework, go, golang, mcp, mcp-server
has_wikija
homepage
has_readmeja
has_docs_dirnein
has_descriptionja

Sicherheit

Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?

45Gefährdet · 16 % des Gesamtindex

Sicherheitslage

45Gefährdet
Wie die Bewertung erfolgt
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
1.5/2.5CI-Tests — 7 out of 11 merged PRs checked by a CI test -- score normalized to 6
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
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Lizenz — license file detected
7.5/7.5Maintained — 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — keine Daten
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,5
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.

AI Readiness

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.

63Mittel · 0 % des Gesamtindex
Wie die Bewertung erfolgt
0/45Agentenanweisungen — keine CLAUDE.md / AGENTS.md / Editor-Regeln
0/15Maschinenlesbare Doku (llms.txt)
40/40Lesbare Commit-Historie — 42 von 43 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,977
agent_instruction_files
agent_instruction_max_bytes
Wie die Bewertung erfolgt
18/18Bootstrap mit einem Befehl — Makefile
22/22Automatisierte Tests
11/11Lint-/Format-Konfiguration — .golangci.yml
11/11Statische Typprüfung — Go (statisch typisiert)
10/10Reproduzierbare Umgebung — lockfile
10/10Belegte Agentenpraxis — 31 der letzten 43 Commits von Agenten verfasst oder ihnen zugeschrieben
0/8Automatisierte Wartung — keine automatisierten Abhängigkeits-Updates beobachtet
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Verwendete Eingangsdaten
has_nixnein
has_testsja
lockfilesgo.sum
has_dockerfilenein
typed_languageja
bootstrap_filesMakefile
has_devcontainernein
has_linter_configja
typecheck_configs
agent_commit_share0,721
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Go (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/27 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageGo
largest_source_bytes38.400
source_files_sampled27
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
20/20MCP-Server
0/40Lauffähige Beispiele
Verwendete Eingangsdaten
example_dirs
has_mcp_signalja
api_schema_files

Eckdaten

1GitHub-Sterne
2Mitwirkende
43Commits, letzte 12 Monate
5Tage seit letztem Push
4Releases
1Bus-Faktor
1offene Issues
GoPaket-Ökosysteme

Warnungen zur Datenerhebung

  • Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token
  • GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

Weitere Details

OpenSSF Scorecard 4.5 / 10
4.5Gesamtwert

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 · 2026-07-24 23:20 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
6CI-Tests7 out of 11 merged PRs checked by a CI test -- score normalized to 6
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
k. A.Signed-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Direkte Abhängigkeiten 2
RegistryPaketVersionsvorgabeManifest
Gogithub.com/google/jsonschema-gov0.4.3go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.mod
Alle Abhängigkeiten nicht erhoben

Der aufgelöste Abhängigkeitssatz konnte für diesen Bericht nicht erhoben werden: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository

JSON-Rohbericht maschinenlesbar
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        {
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      "recent_commits": [
        {
          "oid": "06b937a6083b7d199e7a8a4fb68ed3c869bcb563",
          "body": "…/Build; fix stale ConfigureServer comment (#28)\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add Serve single-entry API; warn on server-only opts set on Run…",
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        },
        {
          "oid": "b5f85397a66d7b8327239b3533f63022d08e0595",
          "body": "Long-running tool calls were abandoned client-side while the server kept\nworking. Root cause: with Stateless=true (default) + JSONResponse=true, the\nserver can send neither ping requests (rejected in stateless mode) nor interim\nbytes (single buffered JSON body) — so a 60-90s tool call sends zero byt\n[…]\ne for services that do\nnot set the new fields. Tests cover the heartbeat over a real streamable client\nand the tier resolution.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: tool keepalive heartbeat + named tool-timeout tiers (#27)",
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          "oid": "789e8079dac846098f1afcaa4f96e55206bb200c",
          "body": "Previously Run() hardcoded Addr to \":\"+Port (all interfaces). Consumers\nneeding loopback-only binding (e.g. dozor's DOZOR_BIND_HOST=127.0.0.1)\nhad no way to control the bind address.\n\nAdd Config.Host field (empty → 0.0.0.0, preserving existing default).\nRun() now uses net.JoinHostPort(cfg.Host, cfg.\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add Config.Host field for custom bind address (#26)",
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        {
          "oid": "d31db58c144c534759eeb2f0482ffe548d76a693",
          "body": "…#24) (#25)\n\nThe REST bridge safety-net goroutine in startRESTBridge listened on the\nsame context (sigCtx) that Run() uses for signal handling. When a signal\narrived, the goroutine fired immediately and called session.Close() —\nbefore srv.Shutdown() drained in-flight HTTP requests. This defeated the\n[…]\n\n  before srv.Shutdown() → must not get session-closed error\n\nCloses #24\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix: REST bridge shutdown ordering — separate bridgeCtx from sigCtx (…",
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          "oid": "c2efe2d2045a9be62d54ac63b918e6f2235cc7a7",
          "body": "…go-sdk (#23)\n\nThree go-sdk v1.6.x capabilities that go-mcpserver wasn't exposing:\n\n- NewServer(impl, cfg) wrapper — creates *mcp.Server with ServerOptions\n  derived from Config (KeepAlive, SchemaCache). These can only be set at\n  server creation time, so a wrapper is needed. Run/Build still apply\n \n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "feat: expose KeepAlive, SchemaCache, DisableLocalhostProtection from …",
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          "headline": "chore: bump go-sdk v1.5.0→v1.6.1, jsonschema-go v0.4.2→v0.4.3",
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        {
          "oid": "86b94a9da3295efe659b76fdd6fb2e37af11d246",
          "body": "* fix: bug-hunt 2026-07-17 — 11 fixes for CRITICAL/HIGH/MEDIUM bugs\n\nBug-hunt council found 13 bugs (verdict: BROKEN). This commit fixes 11:\n\n- [CRITICAL] ToolTimeoutMiddleware goroutine leak — add MaxConcurrentTools\n  semaphore (default 100) to bound worker goroutines (#7)\n- [CRITICAL] mcpclient Fi\n[…]\n[bot]@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "fix: bug-hunt 2026-07-17 — 11 fixes for CRITICAL/HIGH/MEDIUM bugs (#19)",
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          "oid": "80664b0ee27da7c37880ecbef3df69da2ae648f6",
          "body": "… drops (#5)\n\n* fix: set http.Server IdleTimeout (default 5m) to stop idle keep-alive drops\n\nWithout IdleTimeout, Go net/http uses ReadTimeout (30s default) as the\nkeep-alive idle timeout. This caused pooled MCP connections to be closed\nafter 30s of inactivity, dropping the first tool call after a p\n[…]\n Add context import to health_test.go\n- Suppress cyclop on Run() with nolint directive (inherent fan-out complexity)\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
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          "headline": "fix: set http.Server IdleTimeout (default 5m) to stop idle keep-alive…",
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          "oid": "4bcdb784ccf36a2521e7a52899ce9a4803e6d2a9",
          "body": "…ClientTransport (#4)\n\nCentralizes the inter-service MCP client that 7 services hand-rolled with 5\ndivergent behaviors (missing Accept header, no SSE-frame strip, request-ctx\ncancellation, no-timeout DefaultClient). Delegates wire/Accept/SSE/reconnect to\nthe go-sdk transport; adds the krolik convent\n[…]\nnal Bearer). CallText/Call/Fire + functional options. No new\ngo.mod dep (go-sdk already present). Consumers migrate in Phase 2.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add mcpclient — thin reusable MCP client over go-sdk Streamable…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-27T00:44:37Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4b30c23f1c797d9f54dcd077900f8cf3f31792b1",
          "body": null,
          "is_bot": false,
          "headline": "chore: relicense from MIT to Apache 2.0",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T12:31:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "efa0c5ae1e6fbc50baf9c7d061e83444afff8556",
          "body": null,
          "is_bot": false,
          "headline": "docs: add security policy",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T11:48:21Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "93f649efded01d0a459b3209b333e742be7de1df",
          "body": null,
          "is_bot": false,
          "headline": "chore: add MIT license",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T11:48:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "812c26d200530b5c9e47efc5391906f73a2373e2",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove CLAUDE.md from tracking (operator-only)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T11:48:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "320a20297683fe063622ef140168a80e2e64c3dd",
          "body": "Ten findings from the 2026-05-06 internal audit, bundled into one\ncommit because the new test suite (audit_test.go) covers all of them\nand the pre-commit golangci-lint hook fails on partial states.\n\nMAJOR1 — auth.go: StaticTokenVerifier compared the pre-shared token\nwith naive == string equality, le\n[…]\nlangci-lint run ./... — no new issues vs. master baseline.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: 2026-05-06 audit batch — 5 MAJOR + 4 MINOR fixes (#3)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-06T07:22:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c8caaba317f8d6709e9d3eaf88fda658af0b9cb0",
          "body": "Heavy tools like wp_research/wp_enrich/code_search routinely exceed 60s\n(SearXNG + scrape + LLM extraction). Consumers can still override\nper-tool via ToolTimeouts map.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: raise default tool timeout from 60s to 90s",
          "author_name": "krolik",
          "author_login": "Rabbittoly",
          "committed_at": "2026-04-30T21:43:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "28888defe360402e53e8fddcd06f3b50d6043e0e",
          "body": "Build + test on push and PR.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: add initial CI workflow (#2)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-25T06:29:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "92bf0af98a2520d673b96a95e55187ebf9b1cf71",
          "body": "Subagent worktrees (.claude/) and superpowers planning docs are\ninternal process artifacts — exclude from this public repo.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: gitignore internal planning docs (#1)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-25T06:28:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7a9744dbc765b688fd2aff645e45c75b4e6da32c",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): bump go-sdk v1.5.0, x/sys v0.43.0, x/tools v0.44.0",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:26:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b90af6707eec9b1be1e628d9e653e35cc76a38f2",
          "body": "Extract toolResponseSchema and toolResponses as package-level vars.\nExtract buildRequestBody helper. buildToolPath is now a thin assembler.",
          "is_bot": false,
          "headline": "refactor: reduce buildToolPath nesting from 9 to 2",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:26:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c47d05e007dca0d2f72dfe25b12b8832029abfc",
          "body": "- Add toolsByName map for O(1) lookup in handleGetTool (was O(n) scan)\n- Unify error responses: all 400/404 now go through writeError for\n  consistent JSON format and logging",
          "is_bot": false,
          "headline": "fix: O(1) tool lookup + consistent error format in REST bridge",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:21:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f9ab736b60d4ef49b7a427e91a7a3534eb97978",
          "body": "Security: path traversal, null bytes, XSS injection, command injection\nConcurrency: 50 goroutines, race detector clean\nEdge cases: body limits, method filtering, empty server, timeout, loopback bypass\nFix: return empty array instead of null for empty tools list",
          "is_bot": false,
          "headline": "test: add 11 hard edge-case tests for REST bridge (86 subtests)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:08:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b8e7c64af637632affd20ce3bc55e714b9d42d7",
          "body": "Add RESTBridge option to Config that automatically exposes all registered\nMCP tools as REST endpoints via an in-process InMemoryTransport client.\n\nEndpoints:\n- GET  /api/tools           — list all tools with schemas\n- GET  /api/tools/{name}    — single tool schema\n- POST /api/tools/{name}    — call \n[…]\nto-generated OpenAPI 3.1 spec\n\nSecurity: BearerAuth wraps REST routes when configured. Request body\ncapped at 1MB. Tool names validated against [a-zA-Z0-9_-]+. Session\ncleanup on context cancellation.",
          "is_bot": false,
          "headline": "feat: REST bridge — auto-generate REST API from MCP tools",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T04:48:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "630b8015b6a79cbf7fa49e4757a6912659e8b5c2",
          "body": "30s was too aggressive for heavy tools like code_research with\ncall-graph analysis. Consumers can still override per-tool via\nToolTimeouts config.\n\nAlso updates deps and fixes CLAUDE.md consumer name.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: increase default tool timeout from 30s to 60s",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-12T02:53:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f3a03bee00fbdb4f3e96b311a7580edeaefd666c",
          "body": "Adds ToolTimeoutMiddleware that prevents tool calls from hanging forever.\n\nTimeout resolution (first wins):\n1. timeout_secs in tool call args (LLM per-request override)\n2. Config.ToolTimeouts[toolName] (per-tool config)\n3. Config.ToolTimeout (global default, 30s)\n\nOn timeout, returns an error result with clear message instead of hanging.\nMiddleware is auto-applied to all servers — no opt-in needed.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: tool execution timeout middleware with 3-level resolution",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-31T18:22:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "68d681e3208c904c6746cf4e9bbdb4ad83eb5c7a",
          "body": "Go's http.Server.WriteTimeout is global — kills SSE streams for any tool\ncall exceeding the deadline. MCP tools manage their own timeout via\ncontext.WithTimeout, so the server-level WriteTimeout is now disabled (0).\n\nThis prevents silent drops for long-running tools (crawl, site_audit,\nsecurity_scan full) that exceed the old 120s default.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: disable WriteTimeout by default for SSE compatibility",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-31T17:38:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4560158c63fcac9c8afc0f5caf68367372e52455",
          "body": "- AddTool no longer panics on unsupported jsonschema tags (e.g. description=,\n  enum=). Falls back to open schema with a warning log instead of crashing\n  the server. All 10+ consumers benefit.\n- MemoryEventStore enabled by default — prevents lost SSE events after\n  MCP reconnect. Consumers no longer need to opt in manually.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: graceful schema fallback + EventStore by default",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-31T17:33:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "275c207a4490b7babe56008d32addcefcaf434f6",
          "body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add LoopbackBypass to BearerAuth — skip auth for 127.0.0.1/::1",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-23T00:52:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "43bfa178cbcb038bf4cc9fb0afb29d175ab494a4",
          "body": "*bool fields generate Types: [\"null\", \"boolean\"] instead of Type: \"boolean\".\nAdded propType() helper to extract effective non-null type from either form.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: support nullable bool (*bool) in string coercion",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:52:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ecd5fccda869724a90596a388d7b981f41a4d5d7",
          "body": "- BearerAuth.ToolFilter: per-scope tool filtering on tools/list and tools/call\n- NewTestServer(t, server, cfg): httptest convenience with auto-cleanup\n- MCPHooks{OnToolCall, OnToolResult, OnError}: typed callbacks for metrics/tracing\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.6.0 — tool scope filtering, TestServer, MCPHooks",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:52:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0224a2a506f6725b3b4a342c3fee23ebe6dca220",
          "body": "mcpserver.AddTool wraps Server.AddTool with automatic coercion of\nstring values to their schema-declared types before validation.\nLLMs frequently send \"true\" instead of true or \"5\" instead of 5.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: AddTool with lenient string-to-type coercion",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:49:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "611ce6dddd90bc26f2382e0ef678264acfa21c30",
          "body": "Based on competitive analysis of FastMCP Python, mark3labs/mcp-go,\npunkpeye/fastmcp TS, and mcp-framework TS.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add v0.6.0 roadmap: tool scope filtering, test helpers, MCPHooks",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:24:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8f96e9a43e82df263d1502b38644da75912c945c",
          "body": "Convenience function for internal services that need simple\nbearer token auth without full OAuth flow.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add StaticTokenVerifier helper for pre-shared token auth",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T23:32:33Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f0418c8168d6680ad715039ef217ef36b5241816",
          "body": "Add MCP-layer middleware pass-through (MCPReceivingMiddleware/MCPSendingMiddleware),\nexpose StreamableHTTP options (SessionTimeout, EventStore, JSONResponse, MCPLogger),\nand OAuth 2.1 bearer token auth wrapping /mcp only with RFC 9728 metadata endpoint.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.5.0 — MCP middleware, StreamableHTTP options, OAuth bearer auth",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T23:04:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3e788de24a608e771592022f419dcc708a5273b1",
          "body": "…questID\n\n- Config.DisableMCP: skip /mcp route registration for pure HTTP bootstrap\n- Config.Stateless *bool: nil defaults to true, *false enables sessions\n- Build() constructor: returns http.Handler for testing/embedding\n- responseWriter.Flush(): http.Flusher for SSE through middleware\n- WithRequestID(): context helper for consumer tests\n- Extracted responseWriter to response_writer.go (middleware.go 204→180)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.4.0 — DisableMCP, Stateless toggle, Build(), Flusher, WithRe…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T22:03:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "14159a5f966df0aaba4c9d405a3f4eb02e89adba",
          "body": "go-billing migration deferred to v0.4.0 (needs DisableMCP flag).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: mark gigiena-teksta migration as complete",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T21:24:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "398cd8c021a7250e12680b63ed914f7b373f49b1",
          "body": "JSON injection in health (quotes, backslash, XSS, unicode, null bytes),\nreadiness error escaping, config validation edge cases, pre-cancelled\ncontext, CORS empty origins/Vary/Max-Age on GET, responseWriter guards.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: add hard red tests for v0.3.0 edge cases",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T21:06:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "df83a4bc70bf5d753192e86c740ffbb484ab0420",
          "body": "- Add Config.Context for external context injection (solves double signal handler)\n- Add CORSMaxAge and CORSAllowHeaders for configurable CORS preflight\n- Add Config validation (Name and Version required)\n- Replace health JSON string concat with json.Marshal for safety\n- Bump go-sdk v1.3.1 → v1.4.0\n- Extract Config to config.go, update README with full v0.3.0 API\n- Add ROADMAP.md with v0.4.0 planned items\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.3.0 — Context field, CORS Max-Age, config validation, SDK bump",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T20:13:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "56775129f806b18d52fd07016225fcb7dc63f056",
          "body": "- Replace inline recoveryMiddleware with Chain()+buildMiddleware()\n- Replace inline /health with registerHealth()\n- Add Config fields: Middleware, CORSOrigins, DisableRequestLog\n- Remove tests moved to middleware_test.go and health_test.go\n- Add TestBuildMiddleware (4 subtests)\n- Integration test now verifies X-Request-ID and /health/live\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: wire middleware chain into Run(), update tests",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:13:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a080f30285c44a384d50b51613ddfe02a1a61b4c",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add liveness and readiness health endpoints",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:10:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ac9baca2ff8fdb28f51166885564ff8fb8bca35d",
          "body": "- Initialize responseWriter.status to http.StatusOK so handlers that\n  never call WriteHeader/Write log correct 200 status\n- Add Vary: Origin header for non-wildcard CORS responses to prevent\n  cache poisoning\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: responseWriter default status + Vary: Origin in CORS",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:08:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6d7d1873ec8e437f9045d32cac7e64d76e40d952",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add middleware chain with recovery, requestID, logging, CORS",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:05:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "edfcd4f83b4adf9160bff5704c52558c16db376b",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add README with usage examples and API reference",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-01T04:53:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "37ef74a22c218c36e03ba694da9d10ce8508c700",
          "body": "MCP server bootstrap that eliminates ~80 lines of boilerplate shared across\n7 Go MCP servers: stdio detection, slog setup, signal handling, StreamableHTTP\nhandler, /mcp routes, /health endpoint, recovery middleware, graceful shutdown.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Initial implementation of go-mcpserver bootstrap library",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-01T04:49:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        }
      ],
      "releases_count": 4,
      "commits_last_year": 43,
      "latest_release_at": "2026-07-18T19:27:08Z",
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              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "11/11 decided PRs merged",
                "points": 38.2,
                "status": "met",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 11,
                      "decided": 11
                    }
                  }
                ],
                "max_points": 38.25
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 41,
            "inputs": {
              "followers": 12,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "anatolykoptev",
              "public_repos": 91,
              "account_age_days": 273
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "12 followers of anatolykoptev",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 12,
                      "login": "anatolykoptev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "91 public repos, account ~0 yr old",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 91
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/anatolykoptev/go-mcpserver"
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              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "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",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "24 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 24
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                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
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            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
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            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "1 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 1
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                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
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                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "7 out of 11 merged PRs checked by a CI test -- score normalized to 6",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "topics": [
                "boilerplate",
                "framework",
                "go",
                "golang",
                "mcp",
                "mcp-server"
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              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "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": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
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                  }
                ],
                "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": 45,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
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                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 45,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.5
            },
            "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": "7 out of 11 merged PRs checked by a CI test -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "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 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "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": "no update tool detected",
                "points": 0,
                "status": "missed",
                "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": "15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "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": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "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"
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              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "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": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
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              "agent_instruction_max_bytes": null
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            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_agent_instructions",
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                ],
                "max_points": 45
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              {
                "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",
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                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
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                      "legible": 42,
                      "sampled": 43
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                  }
                ],
                "max_points": 40
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            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
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              "has_dockerfile": false,
              "typed_language": true,
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              "toolchain_manifests": [
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              "dependency_bot_commit_share": 0
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            "components": [
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                "key": "one_command_bootstrap",
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                "points": 18,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "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",
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                "points": 11,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
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                    "code": "statically_typed_language",
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                      "language": "Go"
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                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
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                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "file_list",
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                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "31 of the last 43 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
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                    "code": "agent_authored_commits",
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                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
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                "points": 0,
                "status": "missed",
                "details": [
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                    "code": "no_dependency_automation",
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                ],
                "max_points": 8
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              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
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          },
          {
            "key": "ai_code_legibility",
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            "notes": [],
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            "inputs": {
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              "oversized_source_files": 0
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            "components": [
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                "key": "type_checkable_code",
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                "status": "met",
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                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
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                "details": [
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                    "code": "oversized_source_files",
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                ],
                "max_points": 55
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            ]
          },
          {
            "key": "ai_interfaces",
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            "note": null,
            "notes": [],
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            "inputs": {
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              "has_mcp_signal": true,
              "api_schema_files": []
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            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
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                "points": 0,
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              },
              {
                "key": "mcp_server",
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                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
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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."
      }
    ],
    "metrics_version": "1.13.0"
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  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T23:21:02.082372Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anatolykoptev/go-mcpserver.svg",
  "full_name": "anatolykoptev/go-mcpserver",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

Bewertungen sind Signale, keine Garantien. Sie spiegeln öffentlich sichtbare Praxis auf GitHub wider — kein Code-Audit und keine Sicherheitsgarantie.

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.

Wie ein einzelnes Ergebnis im Gesamtregister steht: aggregierte StatistikenGo.