Öffentliches Register
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-27 18:38 UTC

ThinkInAIXYZ / go-mcp

Go-MCP is a powerful Go(Golang) version of the MCP SDK that implements the Model Context Protocol (MCP) to facilitate seamless communication between external systems and AI applications.

GoMIT★ 673 Sterne⑂ 107 Forksseit März 2025Auf GitHub ansehen ↗

ThinkInAIXYZ/go-mcp erreicht einen Gesundheitsindex von 73 von 100 und liegt damit im Bereich Gut. Am stärksten schneidet es bei Engineering Quality (85/100) ab, am schwächsten bei AI Readiness (63/100). Zuletzt vor 28 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.

73
gesamt / 100
Gut

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.

73
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

ThinkInAIXYZOrganisation
197 Follower8 öffentliche Reposseit Jan. 2025

Dieses Repository wird von einer Organisation getragen — geteilte, rechenschaftspflichtige Trägerschaft, die jeden einzelnen Maintainer überdauern kann.

Paket-Ökosysteme

RegistryPaketVersionDownloads / MonatVersionenZuletzt veröffentlicht
Gogithub.com/ThinkInAIXYZ/go-mcpv0.2.29-46vor 28 Tagen

Metriken nach Kategorie

Vitalität

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

75Gut · 22 % des Gesamtindex
Wie die Bewertung erfolgt
28.8/36Push-Aktualität — letzter Push vor 28 Tagen
9/36Commit-Rhythmus — 13/52 Wochen mit Commits
13.6/18Commit-Volumen — 32 Commits im letzten Jahr
7/10OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
Verwendete Eingangsdaten
commits_last_year32
human_commit_share1
days_since_last_push28
active_weeks_last_year13

Release-Disziplin

100Exzellent
Wie die Bewertung erfolgt
27/27Liefert Releases aus — 46 Releases veröffentlicht
36/36Release-Aktualität — letztes Release vor 28 Tagen
27/27Release-Rhythmus — ein Release etwa alle 36 Tage
0/10OpenSSF Scorecard: Signed-Releases — keine Daten
Verwendete Eingangsdaten
releases_count46
latest_release_tagv0.2.29
releases_from_tagsnein
days_since_latest_release28
mean_days_between_releases36
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?

73Gut · 18 % des Gesamtindex
Wie die Bewertung erfolgt
45.9/60Stars — 673 Stars
16.9/25Forks — 107 Forks
6.7/15Watcher — 17 Watcher
Verwendete Eingangsdaten
forks107
stars673
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Wie die Bewertung erfolgt
22.5/22.5README
22.5/22.5Lizenz — anerkannte Lizenz (MIT)
18/18CONTRIBUTING-Leitfaden
0/13.5Verhaltenskodex
0/7.2Issue-Vorlage
6.3/6.3PR-Vorlage
Verwendete Eingangsdaten
has_readmeja
has_licenseja
has_contributingja
has_issue_templatenein
has_code_of_conductnein
has_pull_request_templateja

Nachhaltigkeit & Governance

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

66Mittel · 24 % des Gesamtindex
Wie die Bewertung erfolgt
9/54Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab
6.7/22.5Commit-Verteilung — wichtigste beitragende Person verfasste 70 % der Commits
13.5/13.5Breite der Beitragenden — 28 Beitragende
10/10OpenSSF Scorecard: Contributors — project has 23 contributing companies or organizations
Verwendete Eingangsdaten
bus_factor1
contributors_sampled28
top_contributor_share0,702
Wie die Bewertung erfolgt
39.9/46.8Issue-Lösungsquote — 85 % der Issues geschlossen
33.6/38.3PR-Annahme — 136/155 entschiedene PRs gemergt
7.5/15OpenSSF Scorecard: Code-Review — Found 6/11 approved changesets -- score normalized to 5
Verwendete Eingangsdaten
merged_prs136
open_issues7
closed_issues41
issue_closed_ratio0,854
closed_unmerged_prs19
Wie die Bewertung erfolgt
30/30Organisatorische Trägerschaft — im Besitz einer Organisation
0/20Verifizierte Domain
16.5/25Reichweite des Inhabers — 197 Follower von ThinkInAIXYZ
10/25Kontohistorie — 8 öffentliche Repos, Kontoalter ca. 1 Jahre
Verwendete Eingangsdaten
followers197
owner_typeOrganization
is_verified
owner_loginThinkInAIXYZ
public_repos8
account_age_days555

Paketpflege

100Exzellent
Wie die Bewertung erfolgt
25/25Veröffentlicht & auflösbar — 1 Paket(e) auf go
35/35Veröffentlichungsaktualität — letzte Veröffentlichung vor 28 Tagen
20/20Versionshistorie — 46 veröffentlichte Versionen
20/20Nicht veraltet — aktiv, nicht veraltet oder zurückgezogen
Verwendete Eingangsdaten
packagesgithub.com/ThinkInAIXYZ/go-mcp
ecosystemsgo
any_deprecatednein
min_days_since_publish28

Engineering-Qualität

Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?

85Exzellent · 20 % des Gesamtindex
Wie die Bewertung erfolgt
24/24CI-Workflows — 3 Workflow(s)
24/24Tests vorhanden
16/16Linter-Konfiguration — .golangci.yml
9.6/9.6Pre-Commit-Hooks
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9
Verwendete Eingangsdaten
has_cija
has_testsja
has_editorconfignein
has_linter_configja
has_precommit_configja
Wie die Bewertung erfolgt
30/30README
25/25Dokumentationsverzeichnis
0/15Dokumentations-/Homepage-Site
10/10Repository-Beschreibung
0/10Topics
10/10Wiki
Verwendete Eingangsdaten
topics
has_wikija
homepage
has_readmeja
has_docs_dirja
has_descriptionja

Sicherheit

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

66Mittel · 16 % des Gesamtindex
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
2.2/2.5CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 6/11 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 23 contributing companies or organizations
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
5.2/7.5Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — keine Daten
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — keine Daten
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Verwendete Eingangsdaten
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,8
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): packaging, signed_releases. Die verbleibenden Gewichte wurden renormalisiert.
Wie die Bewertung erfolgt
35/35Direkte Abhängigkeiten ohne bekannte Advisories — keine direkte Abhängigkeit trägt ein bekanntes Advisory
0/25Indirekte Abhängigkeiten ohne bekannte Advisories — transitive Menge in diesem Bereich nicht von Entwicklungs- und Test-Abhängigkeiten trennbar
0/40Keine offenen Advisories — kein Advisory trägt ein Veröffentlichungsdatum
Verwendete Eingangsdaten
sourceosv
advisories0
affected_packages0
assessed_packages6
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Indirekte Abhängigkeiten ohne bekannte Advisories, Keine offenen Advisories. Die verbleibenden Gewichte wurden renormalisiert. 6 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.

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 — 84 von 100 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text)
Verwendete Eingangsdaten
has_llms_txtnein
legible_history_share0,84
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
4/10Belegte Agentenpraxis — 2 der letzten 100 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_share0,02
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Wie die Bewertung erfolgt
45/45Typprüfbarer Code — Go (statisch typisiert)
55/55Handhabbare Dateigrößen — 0/71 Quelldateien über 60 KB
Verwendete Eingangsdaten
primary_languageGo
largest_source_bytes26.623
source_files_sampled71
oversized_source_files0
Wie die Bewertung erfolgt
0/40API-Schema (OpenAPI/GraphQL/proto)
0/20MCP-Server
40/40Lauffähige Beispiele — examples
Verwendete Eingangsdaten
example_dirsexamples
has_mcp_signalnein
api_schema_files

Eckdaten

673GitHub-Sterne
28Mitwirkende
32Commits, letzte 12 Monate
28Tage seit letztem Push
46Releases
1Bus-Faktor
7offene Issues
GoPaket-Ökosysteme

Warnungen zur Datenerhebung

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

Weitere Details

Stern- und Fork-Verlauf 0 ★ / 107 ⇿
0Sterne
107Forks
45Releases

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.

020406080100120107202025-032025-102026-06
Major 0Minor 2Patch 43

Jeder Punkt umfasst 2 Tage.

OpenSSF Scorecard 5.8 / 10
5.8Gesamtwert

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 · 2026-07-27 18:38 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
9CI-Tests10 out of 11 merged PRs checked by a CI test -- score normalized to 9
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
5Code-ReviewFound 6/11 approved changesets -- score normalized to 5
10Contributorsproject has 23 contributing companies or organizations
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
7Maintained9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
k. A.Packagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
9SASTSAST tool detected but not run on all commits
0Security-Policysecurity policy file not detected
k. A.Signed-Releasesno releases found
10Token-PermissionsGitHub workflow tokens follow principle of least privilege
10Vulnerabilities0 existing vulnerabilities detected
Direkte Abhängigkeiten 4
RegistryPaketVersionsvorgabeManifest
Gogithub.com/google/uuidv1.6.0go.mod
Gogithub.com/orcaman/concurrent-map/v2v2.0.1go.mod
Gogithub.com/tidwall/gjsonv1.18.0go.mod
Gogithub.com/yosida95/uritemplate/v3v3.0.2go.mod
Alle Abhängigkeiten 6

Vollständig aufgelöster Abhängigkeitssatz aus dem GitHub-Abhängigkeitsgraphen: 4 direkte und 2 indirekte (transitive) Pakete. Die transitive Hülle ist vollständig, wenn das Repository eine Lockfile eincheckt.

RegistryPaketVersionBeziehung
Gogithub.com/google/uuid1.6.0direkt
Gogithub.com/orcaman/concurrent-map/v22.0.1direkt
Gogithub.com/tidwall/gjson1.18.0direkt
Gogithub.com/yosida95/uritemplate/v33.0.2direkt
Gogithub.com/tidwall/match1.1.1indirekt
Gogithub.com/tidwall/pretty1.2.0indirekt
Abhängigkeits-Advisories 0

Dieses Repository veröffentlicht kein vom Index auflösbares Paket, daher wurde sein eigener Abhängigkeitsgraph bewertet – 6 Pakete, darunter auch Entwicklungs- und Test-Pins, die nie ausgeliefert werden: 0 tragen bekannte Advisories, davon 0 direkte.

Keine bekannten Advisories betreffen die bewerteten Abhängigkeiten.

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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          "kind": "patch",
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          "published_at": "2025-05-26T16:53:26Z"
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        {
          "tag": "v0.2.10",
          "kind": "patch",
          "published_at": "2025-05-18T03:48:08Z"
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        {
          "tag": "v0.2.9",
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          "tag": "v0.2.8",
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          "published_at": "2025-04-25T08:19:08Z"
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        {
          "oid": "0767a50688984214f67a1331945b6695da53590d",
          "body": "feat(server): add TimeoutMiddleware for tool handlers",
          "is_bot": false,
          "headline": "Merge pull request #204 from knightxiaoxi/feat/tool-timeout-middleware",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "is_bot": false,
          "headline": "fix: correct spelling 'cancelled' -> 'canceled' in TimeoutMiddleware …",
          "author_name": "knightxiaoxi",
          "author_login": "knightxiaoxi",
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        {
          "oid": "79f5e6d90d2fe196208a26a0cb41365260ea3da7",
          "body": "## Summary\nAdd `TimeoutMiddleware` that enforces a per-tool execution timeout.\n\n## Changes\n- `TimeoutMiddleware(timeout)` wraps handler context with `WithTimeout`\n- Placed alongside existing `RateLimitMiddleware` for consistency\n\n## Motivation\nSlow/hanging tool implementations can block the MCP serv\n[…]\n. This middleware + RateLimitMiddleware form a basic resilience pair.\n\n## Usage\n```go\nserver.RegisterTool(&protocol.Tool{Name: \"search\"},\n    server.TimeoutMiddleware(30*time.Second)(myHandler),\n)\n```",
          "is_bot": false,
          "headline": "feat(server): add TimeoutMiddleware for tool handlers",
          "author_name": "knightxiaoxi",
          "author_login": "knightxiaoxi",
          "committed_at": "2026-06-28T16:38:24Z",
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          "body": "…ess-cancel-test\n\nfix: resolve misspell lint failure in stateless cancellation test",
          "is_bot": false,
          "headline": "Merge pull request #203 from groundcover-com/yosi/fix-misspell-statel…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-15T15:12:40Z",
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          "oid": "4d31baf667fdeb3e87f47fef7a84fcbe56bd1ae2",
          "body": "The misspell linter rejects the British \"cancelled\" in string literals\n(it wants the US \"canceled\"). Reword the test's failure message to use\n\"cancellation\", which the linter accepts, fixing the lint failure\nintroduced by #202.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: resolve misspell lint failure in stateless cancellation test",
          "author_name": "Yosi Zelensky",
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          "body": "…y-delete\n\nfix: stateless transport should ignore unmatched cancellations and reject DELETE with 405",
          "is_bot": false,
          "headline": "Merge pull request #202 from groundcover-com/yosi/fix-stateless-notif…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-15T14:03:24Z",
          "body_truncated": false,
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        {
          "oid": "6b15e93c5d99dd4479834f627a28d140f2f404b5",
          "body": "…ject DELETE with 405\n\nIn stateless mode two normal client messages are rejected with HTTP 400:\n\n1. notifications/cancelled -> 400 \"lack session\": handleNotifyWithCancelled\n   fails the GetSession(\"\") lookup and returns ErrLackSession. Per the MCP\n   cancellation spec, a cancellation for an unknown/\n[…]\nspecified only\n   for servers that require a session id). Mirrors handleGet's stateless 405.\n\nBoth paths are covered by new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: stateless transport should ignore unmatched cancellations and re…",
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          "is_bot": false,
          "headline": "Merge pull request #201 from jesse-engineer/fix/issue-200-content-typ…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-05-15T17:10:25Z",
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        },
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          "oid": "944f183883bda31caccc5ec318599b4c4d711ec0",
          "body": "Some servers or reverse proxies (e.g., nginx) append '; charset=utf-8'\nto the Content-Type header, resulting in 'text/event-stream; charset=utf-8'.\nThe strict equality check fails in this case, causing the error:\n'unexpected content type: text/event-stream; charset=utf-8'.\n\nUse strings.HasPrefix for text/event-stream check, consistent with how\napplication/json is already handled.\n\nFixes #200",
          "is_bot": false,
          "headline": "fix: use HasPrefix for text/event-stream content-type check",
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          "author_login": "jesse-engineer",
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          "body": "…-union-type\n\nfix(protocol): JSON Schema type union for remote tool schemas (#198)",
          "is_bot": false,
          "headline": "Merge pull request #199 from jesse-engineer/fix/issue-198-json-schema…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-04-16T15:28:42Z",
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        {
          "oid": "7deec56b65b63118ef6436291e6e057b37d9f1bc",
          "body": "Replace slices.Equal with a small equalPropertyType helper; std slices\nrequires Go 1.21+.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "test(protocol): drop slices package for Go 1.18 CI",
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          "author_login": "jesse-engineer",
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          "body": "Cover union type arrays on nested properties and schemas containing $ref\nso ListToolsResult unmarshaling stays compatible with remote servers.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "test(protocol): add regression for issue #198 ListTools JSON decode",
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          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into fix/issue-198-json-…",
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          "body": "Property.Type is now PropertyType ([]DataType) with custom JSON\nmarshal/unmarshal so remote tool schemas like type: [\"string\",\"number\"]\ndecode correctly (e.g. MCP ListTools). Validation treats multiple types as a union.\n\nAdds regression tests for unmarshaling and union validation.\n\nFixes ThinkInAIXYZ/go-mcp#198\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "fix(protocol): support JSON Schema type as string or array (union)",
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        {
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          "body": "…gnore-session-id\n\nfix: ignore session ID header in stateless mode",
          "is_bot": false,
          "headline": "Merge pull request #197 from groundcover-com/amiryona/fix-stateless-i…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-04-06T12:42:35Z",
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        },
        {
          "oid": "cbd018b0aa2f3e2ca6fcbf3be543a88673b19439",
          "body": "In stateless mode, MCP proxies (e.g. TrueFoundry) may forward\nMcp-Session-Id headers from clients. Since the stateless server\ndoesn't track sessions, these requests were rejected with\nErrLackSession before any tool execution could occur.\n\nNow in stateless mode, the session ID header is ignored in handlePost,\nallowing proxied requests to proceed normally.\n\nResolves: CS-231",
          "is_bot": false,
          "headline": "fix: ignore session ID in stateless mode to prevent proxy rejection",
          "author_name": "Amir Yona",
          "author_login": "amiryona-groundcover",
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          "headline": "Merge pull request #194 from luopengift/main",
          "author_name": "Jesse",
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          "headline": "update: client add http headers",
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          "is_bot": false,
          "headline": "Merge pull request #193 from jesse-engineer/feat/schema_add_default",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "feat: schema add default",
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          "headline": "Merge pull request #191 from lengyue1084/feature/add-tool-filter-support",
          "author_name": "Jesse",
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          "is_bot": false,
          "headline": "fix: lint err",
          "author_name": "lengyue1084",
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          "is_bot": false,
          "headline": "fix: lint err",
          "author_name": "lengyue1084",
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          "committed_at": "2025-09-08T02:55:22Z",
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          "oid": "f1a31a9113cdf427682193421494bb15464f78cb",
          "body": "-Change toolFilters from slicing to a single function type\n-Update ToolFilter related interfaces and implementation\n-Modify the execution method of tool list filtering",
          "is_bot": false,
          "headline": "fix: Refactoring tool list filtering logic",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
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          "body": null,
          "is_bot": false,
          "headline": "feat: add tool list filter example",
          "author_name": "lengyue1084",
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          "body": "-Add the toolFilters field to the Server structure to store tool list filters\n-Apply filters when processing tool list requests\n-Provide AddToolFilter and ClearToolFilters methods to support the addition and removal of filters",
          "is_bot": false,
          "headline": "feat: add tool list filtering function",
          "author_name": "lengyue1084",
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          "is_bot": false,
          "headline": "Merge pull request #189 from jesse-engineer/feat/streamable_http_hear…",
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          "body": "feat: optimize ch close Judgement",
          "is_bot": false,
          "headline": "Merge pull request #188 from jesse-engineer/feat/optimize_dequeueMessage",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "feat: optimize ch close Judgement",
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          "headline": "Merge pull request #187 from uuclove1992/main",
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          "headline": "Merge pull request #183 from ProgrammerPlus1998/main",
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          "headline": "New: Global middleware",
          "author_name": "xiechen",
          "author_login": "ProgrammerPlus1998",
          "committed_at": "2025-07-23T16:00:30Z",
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          "headline": "New: Global middleware",
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          "body": "feat: optimization list tool parse",
          "is_bot": false,
          "headline": "Merge pull request #184 from jesse-engineer/feat/list_tool_parse",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "docs: update image",
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          "headline": "feat: optimization list tool parse",
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                "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": "9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7",
                "points": 5.2,
                "status": "partial",
                "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 detected but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 6 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 6
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 6,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 6,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 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": {
              "has_llms_txt": false,
              "legible_history_share": 0.84,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "84 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 84,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 26623,
              "source_files_sampled": 71,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/71 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 71,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T18:38:41.424244Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/ThinkInAIXYZ/go-mcp.svg",
  "full_name": "ThinkInAIXYZ/go-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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.

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