Öffentliches RegisterGefährdet
Software-GesundheitsberichtSchema 0.27.0 · Metriken 1.13.0 · 2026-07-26 03:08 UTC
Atituiset / mcp-language-server
mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.
Atituiset/mcp-language-server erreicht einen Gesundheitsindex von 41 von 100 und liegt damit im Bereich Gefährdet. Am stärksten schneidet es bei AI Readiness (81/100) ab, am schwächsten bei Community & Adoption (12/100). Zuletzt vor 3 Tagen aktualisiert. Ein einzelner Mitwirkender trägt den Großteil der jüngsten Arbeit.
41
gesamt / 100Software-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.
41
Exzellent85-100Vorbildlich; erfüllt im Wesentlichen alle geprüften Kriterien
Gut70-84Gesund; geringfügige Lücken
Mittel50-69Akzeptabel mit deutlichen Lücken; Überprüfung empfohlen
Gefährdet30-49Erhebliche Schwächen; eine Übernahme erfordert Vorsicht
Kritisch1-29Schwerwiegende Probleme (aufgegeben, nur ein Maintainer, keine Hygiene)
Bewertungsprofil
Jede Achse ist eine Kategorie. Die Form zählt mehr als der Durchschnitt — ein gesundes Projekt füllt die gesamte Fläche, während ein Profil aus Spitzen und Kratern bedeutet, dass Stärke in einer Dimension Risiken in einer anderen verdeckt.
Eigentümerschaft
AtituisetPersönliches Konto
1 Follower49 öffentliche Reposseit Dez. 2017
Dieses Repository gehört einem persönlichen Konto. Ein Projekt mit nur einem Eigentümer trägt ein höheres Kontinuitätsrisiko als ein organisationsgetragenes.
Paket-Ökosysteme
| Registry | Paket | Version | Downloads / Monat | Versionen | Zuletzt veröffentlicht |
|---|---|---|---|---|---|
| Go | github.com/isaacphi/mcp-language-serververweist auf ein anderes Repo — nicht bewertet | v0.1.1 | - | 7 | vor 435 Tagen |
Metriken nach Kategorie
Vitalität
Lebt das Projekt — wird Code geschrieben und werden Releases ausgeliefert?
74
Entwicklungsaktivität
64Mittel
Wie die Bewertung erfolgt
| 36/36 | Push-Aktualität — letzter Push vor 3 Tagen |
| 3.5/36 | Commit-Rhythmus — 5/52 Wochen mit Commits |
| 14.9/18 | Commit-Volumen — 45 Commits im letzten Jahr |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Verwendete Eingangsdaten
| commits_last_year | 45 |
| human_commit_share | 0,96 |
| days_since_last_push | 3 |
| active_weeks_last_year | 5 |
Release-Disziplin
88Exzellent
Wie die Bewertung erfolgt
| 16.2/27 | Liefert Releases aus — 5 Versions-Tags (keine GitHub-Releases) |
| 36/36 | Release-Aktualität — letztes Release vor 4 Tagen |
| 27/27 | Release-Rhythmus — ein Release etwa alle 13,5 Tage |
| 0/10 | OpenSSF Scorecard: Signed-Releases — keine Daten |
Verwendete Eingangsdaten
| releases_count | 5 |
| latest_release_tag | v0.5.0 |
| releases_from_tags | ja |
| days_since_latest_release | 4 |
| mean_days_between_releases | 13,5 |
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?
12
Popularität & Verbreitung
1Kritisch
Wie die Bewertung erfolgt
| 0/60 | Stars — 0 Stars |
| 0/25 | Forks — 0 Forks |
| 0/15 | Watcher — 0 Watcher |
Verwendete Eingangsdaten
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Community-Gesundheit
25Kritisch
Wie die Bewertung erfolgt
| 0/22.5 | README |
| 22.5/22.5 | Lizenz — anerkannte Lizenz (BSD-3-Clause) |
| 0/18 | CONTRIBUTING-Leitfaden |
| 0/13.5 | Verhaltenskodex |
| 0/7.2 | Issue-Vorlage |
| 0/6.3 | PR-Vorlage |
Verwendete Eingangsdaten
| has_readme | nein |
| has_license | nein |
| has_contributing | nein |
| has_issue_template | nein |
| has_code_of_conduct | nein |
| has_pull_request_template | nein |
Nachhaltigkeit & Governance
Überdauert das Projekt die Menschen, die es tragen — Bus-Faktor, Reaktionsfähigkeit, Trägerschaft und Paketpflege?
24
Maintainer-Resilienz (Bus-Faktor)
25Kritisch
Wie die Bewertung erfolgt
| 9/54 | Bus-Faktor — 1 Beitragende decken die Hälfte aller Commits ab |
| 7.3/22.5 | Commit-Verteilung — wichtigste beitragende Person verfasste 68 % der Commits |
| 5.4/13.5 | Breite der Beitragenden — 4 Beitragende |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Verwendete Eingangsdaten
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,676 |
Reaktionsfähigkeit bei Issues & PRs
1Kritisch
Wie die Bewertung erfolgt
| 0/46.8 | Issue-Lösungsquote — keine Issues oder keine Daten |
| 0/38.3 | PR-Annahme — keine entschiedenen Pull Requests oder keine Daten |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Verwendete Eingangsdaten
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Issue-Lösungsquote, PR-Annahme. Die verbleibenden Gewichte wurden renormalisiert.
Eigentümerschaft & Trägerschaft
46Gefährdet
Wie die Bewertung erfolgt
| 10/30 | Organisatorische Trägerschaft — persönliches (Nutzer-)Konto |
| 0/20 | Verifizierte Domain — für Nutzerkonten nicht anwendbar |
| 2.2/25 | Reichweite des Inhabers — 1 Follower von Atituiset |
| 24.4/25 | Kontohistorie — 49 öffentliche Repos, Kontoalter ca. 8 Jahre |
Verwendete Eingangsdaten
| followers | 1 |
| owner_type | User |
| is_verified | — |
| owner_login | Atituiset |
| public_repos | 49 |
| account_age_days | 3.129 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): Verifizierte Domain. Die verbleibenden Gewichte wurden renormalisiert.
Engineering-Qualität
Sind grundlegende Engineering- und Dokumentationspraktiken vorhanden?
46
Engineering-Praktiken
60Mittel
Wie die Bewertung erfolgt
| 24/24 | CI-Workflows — 1 Workflow(s) |
| 24/24 | Tests vorhanden |
| 0/16 | Linter-Konfiguration |
| 0/9.6 | Pre-Commit-Hooks |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — keine Daten |
Verwendete Eingangsdaten
| has_ci | ja |
| has_tests | ja |
| has_editorconfig | nein |
| has_linter_config | nein |
| has_precommit_config | nein |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): OpenSSF Scorecard: CI-Tests. Die verbleibenden Gewichte wurden renormalisiert.
Dokumentation
25Kritisch
Wie die Bewertung erfolgt
| 0/30 | README |
| 25/25 | Dokumentationsverzeichnis |
| 0/15 | Dokumentations-/Homepage-Site |
| 0/10 | Repository-Beschreibung |
| 0/10 | Topics |
| 0/10 | Wiki |
Verwendete Eingangsdaten
| topics | — |
| has_wiki | nein |
| homepage | — |
| has_readme | nein |
| has_docs_dir | ja |
| has_description | nein |
Sicherheit
Sind die sichtbaren Sicherheits- und Lieferkettenpraktiken belastbar, ohne ungeklärte Exposition gegenüber Hochrisikojurisdiktionen?
46
Sicherheitslage
46Gefährdet
Wie die Bewertung erfolgt
| 7.5/7.5 | Binary-Artifacts — no binaries found in the repo |
| 0/7.5 | Branch-Protection — branch protection not enabled on development/release branches |
| 0/2.5 | CI-Tests — keine Daten |
| 0/2.5 | CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected |
| 0/7.5 | Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
| 0.8/2.5 | Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
| 10/10 | Dangerous-Workflow — no dangerous workflow patterns detected |
| 7.5/7.5 | Dependency-Update-Tool — update tool detected |
| 0/5 | Fuzzing — project is not fuzzed |
| 2.5/2.5 | Lizenz — license file detected |
| 7.5/7.5 | Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| 0/5 | Packaging — keine Daten |
| 0/5 | Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
| 0/5 | SAST — no SAST tool detected |
| 0/5 | Security-Policy — security policy file not detected |
| 0/7.5 | Signed-Releases — keine Daten |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Verwendete Eingangsdaten
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4,6 |
Von der Bewertung ausgeschlossen (keine Daten oder nicht anwendbar): ci_tests, 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.
81
Wie die Bewertung erfolgt
| 45/45 | Agentenanweisungen — CLAUDE.md |
| 0/15 | Maschinenlesbare Doku (llms.txt) |
| 31.1/40 | Lesbare Commit-Historie — 56 von 96 menschlichen Commits benennen ihre Absicht (strukturierter Betreff oder erläuternder Text) |
Verwendete Eingangsdaten
| has_llms_txt | nein |
| legible_history_share | 0,583 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 19.724 |
Wie die Bewertung erfolgt
| 18/18 | Bootstrap mit einem Befehl — integrationtests/workspaces/clangd/Makefile, justfile |
| 22/22 | Automatisierte Tests |
| 0/11 | Lint-/Format-Konfiguration |
| 11/11 | Statische Typprüfung — integrationtests/workspaces/typescript/tsconfig.json |
| 10/10 | Reproduzierbare Umgebung — lockfile |
| 10/10 | Belegte Agentenpraxis — 13 der letzten 100 Commits von Agenten verfasst oder ihnen zugeschrieben |
| 8/8 | Automatisierte Wartung — 4 der letzten 100 Commits sind automatisierte Abhängigkeits-Updates |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Verwendete Eingangsdaten
| has_nix | nein |
| has_tests | ja |
| lockfiles | go.sum |
| has_dockerfile | nein |
| typed_language | ja |
| bootstrap_files | integrationtests/workspaces/clangd/Makefile, justfile |
| has_devcontainer | nein |
| has_linter_config | nein |
| typecheck_configs | integrationtests/workspaces/typescript/tsconfig.json |
| agent_commit_share | 0,13 |
| toolchain_manifests | go.mod, integrationtests/workspaces/go/go.mod, integrationtests/workspaces/rust/Cargo.toml |
| dependency_bot_commit_share | 0,04 |
AI-Code-Lesbarkeit für Modelle
99Exzellent
Wie die Bewertung erfolgt
| 45/45 | Typprüfbarer Code — Go (statisch typisiert) |
| 54.2/55 | Handhabbare Dateigrößen — 2/138 Quelldateien über 60 KB |
Verwendete Eingangsdaten
| primary_language | Go |
| largest_source_bytes | 277.950 |
| source_files_sampled | 138 |
| oversized_source_files | 2 |
Eckdaten
0GitHub-Sterne
4Mitwirkende
45Commits, letzte 12 Monate
3Tage seit letztem Push
5Releases
1Bus-Faktor
0offene Issues
GoPaket-Ökosysteme
Warnungen zur Datenerhebung
- Community profile unavailable
- go package 'github.com/isaacphi/mcp-language-server' points at a different repository (https://github.com/isaacphi/mcp-language-server); excluded from ecosystem scoring
- GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Weitere Details
OpenSSF Scorecard 4.6 / 10
4.6Gesamtwert
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).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| k. A. | CI-Tests | no pull request found |
| 0 | CII-Best-Practices | no effort to earn an OpenSSF best practices badge detected |
| 0 | Code-Review | Found 0/30 approved changesets -- score normalized to 0 |
| 3 | Contributors | project has 1 contributing companies or organizations -- score normalized to 3 |
| 10 | Dangerous-Workflow | no dangerous workflow patterns detected |
| 10 | Dependency-Update-Tool | update tool detected |
| 0 | Fuzzing | project is not fuzzed |
| 10 | License | license file detected |
| 10 | Maintained | 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
| k. A. | Packaging | packaging workflow not detected |
| 0 | Pinned-Dependencies | dependency not pinned by hash detected -- score normalized to 0 |
| 0 | SAST | no SAST tool detected |
| 0 | Security-Policy | security policy file not detected |
| k. A. | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Direkte Abhängigkeiten 6
| Registry | Paket | Versionsvorgabe | Manifest |
|---|---|---|---|
| Go | github.com/davecgh/go-spew | v1.1.1 | go.mod |
| Go | github.com/fsnotify/fsnotify | v1.9.0 | go.mod |
| Go | github.com/mark3labs/mcp-go | v0.54.1 | go.mod |
| Go | github.com/sabhiram/go-gitignore | v0.0.0-20210923224102-525f6e181f06 | go.mod |
| Go | github.com/stretchr/testify | v1.11.1 | go.mod |
| Go | golang.org/x/text | v0.25.0 | go.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
{
"data": {
"repo": {
"topics": [],
"is_fork": true,
"size_kb": 2856,
"has_wiki": false,
"homepage": null,
"languages": {
"Go": 634599,
"C++": 1394,
"Just": 650,
"Rust": 3696,
"Python": 11325,
"Makefile": 2998,
"TypeScript": 4084
},
"pushed_at": "2026-07-22T16:50:32Z",
"created_at": "2026-04-02T15:35:03Z",
"owner_type": "User",
"updated_at": "2026-07-22T16:51:57Z",
"description": "mcp-language-server gives MCP enabled clients access semantic tools like get definition, references, rename, and diagnostics.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "BSD-3-Clause",
"default_branch": "main",
"license_spdx_raw": "BSD-3-Clause",
"primary_language": "Go",
"significant_languages": [
"Go"
]
},
"owner": {
"blog": null,
"name": null,
"type": "User",
"login": "Atituiset",
"company": null,
"location": null,
"followers": 1,
"avatar_url": "https://avatars.githubusercontent.com/u/34957511?v=4",
"created_at": "2017-12-30T08:33:03Z",
"is_verified": null,
"public_repos": 49,
"account_age_days": 3129
},
"license": {
"state": "standard",
"spdx_id": "BSD-3-Clause",
"raw_spdx": "BSD-3-Clause",
"file_present": true,
"scorecard_found": true,
"profile_has_license": false
},
"activity": {
"releases": [
{
"tag": "v0.5.0",
"kind": "minor",
"published_at": "2026-07-22T02:34:02Z"
},
{
"tag": "v0.4.0",
"kind": "minor",
"published_at": "2026-07-21T12:58:50Z"
},
{
"tag": "v0.3.0",
"kind": "minor",
"published_at": "2026-07-21T07:03:46Z"
},
{
"tag": "v0.2.0",
"kind": "minor",
"published_at": "2026-07-18T06:36:51Z"
},
{
"tag": "v0.1.0",
"kind": "minor",
"published_at": "2026-05-29T03:05:06Z"
}
],
"recent_commits": [
{
"oid": "f812a8b9d57a7a21fdb5fda41e99510a5b498d58",
"body": "Add ast-grep CLI wrapper with tree-sitter fallback:\n- internal/tools/astgrep.go: ripgrep-style CLI wrapper, JSON output parsing,\n 12-language extension mapping, IncludeMap file-scoping support\n- router: searchAST/searchLayerUnified/searchAll all try ast-grep first;\n CSP queries (starting with '(')\n[…]\nds L2 beyond C/C++ to Go, Python, Rust, JS/TS, Java, etc.\nZero-dependency: when ast-grep (sg) not in PATH, tree-sitter fallback is\nseamless. IncludeMap neighborhood scoping works identically for both.",
"is_bot": false,
"headline": "feat: integrate ast-grep as primary L2 AST search engine",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T16:50:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b5819735aa324dedaba4ebfb8c95fb0eedc387e2",
"body": null,
"is_bot": false,
"headline": "docs: CPU analysis + clangd -j worker thread control",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T04:50:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9df43e73defb2fe0fc17c5f220b23327ab9622fa",
"body": null,
"is_bot": false,
"headline": "docs: portable LSP concurrency guide (Go/Rust/Python/TS)",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T03:49:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4c9e254c37cc62bec4f7d82e70b876adfc693ef4",
"body": "Uses u-boot (6231 TU, 261MB) as baseline to extrapolate:\n- Conservative 14000+ TU: ~1.5GB (5% of 32GB)\n- Heavy C++ templates: ~5GB (16% of 32GB)\n- daemon mode keeps memory decoupled from client count",
"is_bot": false,
"headline": "docs: add memory analysis for 14000+ TU production environments",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T03:34:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4e8b922d2387e216014ec3f7e85bdb3a51d97644",
"body": null,
"is_bot": false,
"headline": "docs: add LSP_MAX_CONCURRENT_REQUESTS to env var list",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T03:02:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0ed481b3f97817eecc4c7ef63090969bf8c6aaec",
"body": "Verified on u-boot (176万行C) with real clangd instances:\n- clangd 18: sem=3 40.5ms, sem=1 89.1ms\n- clangd 21: sem=3 11.9ms, sem=1 29.4ms\n- Both versions: 0 errors, 0 empty results\n- clangd 21 safe for concurrent queries with default sem=3",
"is_bot": false,
"headline": "docs: add clangd 18 vs 21 concurrency test results",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T03:00:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92b18d282de81392d1cef23b5a2fc7edfe277624",
"body": "Verified on real clangd against u-boot (176万行C):\n- TestConcurrentSymbolQueries: 10并发查询, sem=3 40ms, sem=1 89ms\n- TestConcurrentMixedOperations: 查询+didOpen交错, 15/15成功\n- TestSemaphoreEnforcement: 信号量串行化验证通过",
"is_bot": false,
"headline": "test(lsp): add concurrency stress tests against clangd+u-boot",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T02:34:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "215d353c74177ebb54454ce79465ede7f3ec85c8",
"body": "Problem: In daemon+proxy mode, multiple proxy clients share a single clangd\ninstance. Concurrent state-mutation notifications (didOpen/didChange) can\ninterleave with queries (workspace/symbol, references), causing clangd to\nreturn incomplete results, report errors, or crash.\n\nSolution: Add a sync.RW\n[…]\nncurrent queries during the mutation\n\nAdd an optional concurrency cap (sem) controlled by the\nLSP_MAX_CONCURRENT_REQUESTS environment variable (default: 3).\n\nDesign doc: docs/lsp-concurrency-design.md",
"is_bot": false,
"headline": "feat(lsp): add concurrent request safety with RWMutex and semaphore",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-22T02:01:36Z",
"body_truncated": true,
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},
{
"oid": "cb47a97f634b652dd452762cb4ee39a37ed53a46",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v0.4.0",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-21T12:58:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f5004c742954c83e74ac209dba4776419bbb1625",
"body": "N MCP client processes previously spawned N mcp-language-server\nprocesses, hence N LSP servers (clangd = GB-class each on large\nrepos) -> OOM.\n\n- daemon subcommand: per-workspace long-lived server owning the single\n LSP/watcher/cache, serving streamable HTTP on a loopback address\n (rejects non-loo\n[…]\ns share one\n gopls, identical mirrored surfaces and results, idle reaping, and\n automatic daemon respawn\n- docs: deployment modes in README/CLAUDE/architecture guide;\n design doc marked implemented",
"is_bot": false,
"headline": "feat: daemon+proxy mode shares one LSP across multi-process clients",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-21T12:57:31Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "3a8ccdb47bd2287dea985721b679c9cf45a6a9b9",
"body": "…ients\n\nProduction issue: N MCP client processes spawn N mcp-language-server\nprocesses, hence N LSP servers (clangd = GB-class each on large\nrepos) -> OOM. Design: a per-workspace daemon owning the single LSP\ninstance plus thin stdio<->HTTP proxies, with session-file discovery,\nflock-guarded auto-spawn, and idle-timeout reaping. Pending review.",
"is_bot": false,
"headline": "docs: daemon+proxy design for sharing one LSP across multi-process cl…",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-21T12:29:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "78fe1196922c6574a055c41da651220c0f3ba153",
"body": "- lsp: serialize stdin writes (writeMu) to prevent JSON-RPC stream\n corruption from concurrent writers; markDead + failPendingRequests so\n a dead server fails fast instead of hanging callers\n- lsp: real incremental document sync (prefix/suffix diff, UTF-16\n positions, rune-boundary backoff) repla\n[…]\nove\n codelens (ExecuteCodeLens could mutate the repo)\n- docs: add design deep-dive (docs/design-deep-dive.md), sync tool\n surface / env vars / cache descriptions across docs\n- bump version to v0.3.0",
"is_bot": false,
"headline": "feat: read-only inspection surface plus LSP concurrency and cache fixes",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-21T07:03:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "8c8b8e234e51ec72d1a830832f1df65042e16197",
"body": null,
"is_bot": false,
"headline": "chore: bump version to v0.2.0",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T06:36:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d1b56fc71fcdc47d69d77436ce8a7b79ffd407de",
"body": "Full refresh against be40c6f: 9+8 tool surface with MCP_LS_DEBUG_TOOLS,\nrouter routing matrix (explicit/auto+intent/auto), atom IR pipeline\n(merge/fold/dedup/4-phase budget), three engine layers with structured\nproducers, include-map, per-file cache invalidation, watcher, MCP App\nUI resources, end-to-end search dataflow, extensibility points, and the\nremaining backlog (snapshot drift decision, USR, P3 testbeds). Replaces\nthe stale 2300-line pre-convergence version.",
"is_bot": false,
"headline": "docs: rewrite architecture guide for the CodeAtom IR era",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T06:24:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "be40c6f619f2c3a61bab03c3a33477b809f882b5",
"body": "- B10: cache entries now carry a file dependency set (unified results\n collect it from contributing atoms, incl. budget-dropped ones);\n watcher OnFileChange passes the changed file URI and\n Router.InvalidateFile drops only dependent entries (entries without\n dependency info are cleared conservat\n[…]\noccur between heterogeneous sources)\n- benchmark: re-measured srsRAN callers on a genuinely hot function\n (byte_buffer::append, 1415 refs): depth=3 -> 1329 callers / 16.6KB,\n exercising the 16KB cap",
"is_bot": false,
"headline": "feat: per-file cache invalidation and overlap priority resolution",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T06:17:29Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "9a9c3264b2e220e9cf1aaed371dbdc9bdbcf6cab",
"body": "- MergePhysical: a foldable container (FUNCTION/STRUCT) no longer\n swallows contained atoms — both survive and the container's MaxLevel\n drops to L1 skeleton (docs/code-atom-ir.md §3.3); CropBudget honors\n MaxLevel when trying payload levels\n- symbol atoms: top-5 fetch their definition via GetFullDefinition as L0\n payload (latency guard); verified on u-boot: intent=definition for\n device_probe renders 5 full implementations + 1 signature within the\n 8KB budget",
"is_bot": false,
"headline": "feat: parent-child folding and L0 definition payloads for symbol atoms",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T02:58:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ced2eaa0f233ab658362f161207ad9c7508bd998",
"body": "- rg hits expand to ±2 lines (docs/code-atom-ir.md §1) via a per-file\n line-offset-caching snippetExpander; adjacent windows merge through\n the physical sweep (u-boot TODO atoms 1683 -> 1459), Signature stays\n single-line for L1 degradation\n- QueryDirectory: worker pool (one parser + one compiled\n[…]\n path keeps treating non-CSP queries as no AST\n contribution while explicit strategy=ast surfaces the error\n- tests: snippet expansion + clamping, parallel directory scan,\n invalid-pattern fail-fast",
"is_bot": false,
"headline": "feat: snippet context expansion and parallel AST directory scan",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T02:47:48Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "28790873867e6fbe6b9abaed37d0285ecc5f7b47",
"body": "- default 9 tools vs MCP_LS_DEBUG_TOOLS debug tools, with per-section tags\n- search: new ripgrep passthrough params, filePath anchoring, unified output\n- callers/callees depth max 3; diagnostics contextLines type fix (was boolean)\n- routing rules: Chinese intent keywords, unified layers, cache/warmup/fallback notes",
"is_bot": false,
"headline": "docs: sync MCP_TOOLS_ZH with the 9-tool surface and mark P1-2/P1-3 done",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T02:36:01Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1d7b8d2aa5341111b35331ba12817e87707453c1",
"body": "auto+intent previously returned raw single-layer output (50-line/4KB\ntruncation only), giving the same search entry two different output\nsemantics (backlog P1-2). Intent-routed layers now go through the same\nnormalize/merge/dedup/budget pipeline as searchAll, labeled\nunified-text|unified-ast|unified\n[…]\nmbol; explicit strategy= calls keep\nthe raw single-layer format as the escape hatch. Verified on u-boot:\nintent=todo -> unified-text with atom stats; intent=定义 -> unified-symbol\nwith fallback warning.",
"is_bot": false,
"headline": "feat: route auto+intent searches through the unified atom pipeline",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T02:35:45Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "17e608708a1d8bec61777fa9e81486849bdc82d8",
"body": "The text layer ignored filePath entirely (backlog P1-1). Now an anchor\nfilePath scopes rg to the file's include neighborhood when the map\ndiscriminates, or to the file itself otherwise; the unified pipeline's\ntext producer follows the same rule, and the search tool's filePath\ndescription documents the anchoring semantics. u-boot: text search\nanchored on drivers/core/device.c narrows from 3229 workspace hits to\n81 hits in the include neighborhood.",
"is_bot": false,
"headline": "feat: honor filePath anchor in text layer via include map",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-18T00:36:11Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "41e4d851f4d703c8193c202e78b70d7117a46d7f",
"body": "Parse compile_commands.json into an IncludeMap (TU -> include dirs,\ndir -> TUs; dirs used by every TU are treated as non-discriminating).\nWhen the clangd symbol layer falls back to text search and the query is\nanchored on a filePath, the ripgrep fallback is scoped to that file's\ninclude neighborhood\n[…]\n symbol fallback reports 'scoped to 400\nfiles via include map'; anchored AST query reports 'expanded to 20\nfiles'. Unit tests cover the map, the no-discrimination rule, and the\nscoped router fallback.",
"is_bot": false,
"headline": "feat: include-map scoped fallback search from compile_commands.json",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T13:19:46Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "6dc9308678ad1719629762be7f2a9772f18bd240",
"body": "Collects deferred and newly discovered optimization points from the\ntool-surface, benchmark, and CodeAtom IR phase-1 work: P1 correctness\n(text filePath scoping, intent-path normalization, MCP_TOOLS_ZH sync,\nsnapshot env drift), P2 enhancements (IR phase 2: folding, USR, LCA\nmerge, L0 symbol payload\n[…]\nntext expansion, per-file cache\ninvalidation, AST dir-scan perf, callers probe fix), P3 testbed\nexpansion (real-board defconfigs, OAI, linux). Done items listed for\nreference. Linked from handoff doc.",
"is_bot": false,
"headline": "docs: archive optimization backlog (15 items, P1/P2/P3)",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T13:04:59Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "282e7b91f2b6b72d38c1f43410bbfcc27c4627ef",
"body": "…r.md)\n\nsearchAll now normalizes heterogeneous results (rg/tree-sitter/clangd)\ninto CodeAtoms and runs the doc's funnel instead of raw concatenation:\n\n- atom package: CodeAtom IR, sweep-line physical merge, SemanticID\n dedup, four-phase budget degradation (L0->L1->L2->drop) with honest\n rendered-o\n[…]\n helper\n\nMeasured on u-boot (1.76M LOC): 5569 raw hits -> 1683 atoms after\nmerge+dedup -> 7,892B output under an 8KB budget (was: 3-layer\nconcatenation). Deviations documented in docs/code-atom-ir.md.",
"is_bot": false,
"headline": "feat: CodeAtom IR phase 1 — unified search pipeline (docs/code-atom-i…",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T13:00:14Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "4d274fb12531b31089c3dd69368aa25594daeb59",
"body": "- main.go warmUpLSP(): after LSP init, open the first TU from\n compile_commands.json so clangd starts background indexing on its own\n (verified: symbol layer ready in 6.8s with no client nudge; previously\n it stayed in ripgrep fallback indefinitely)\n- call_hierarchy: truncate formatted callers/ca\n[…]\n6,485B);\n structured data for UI stays complete\n- add call_hierarchy_test.go covering truncation and small-result passthrough\n- update benchmark doc: both findings marked fixed with verification data",
"is_bot": false,
"headline": "feat: auto-warmup LSP indexing and cap call hierarchy output",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T12:29:28Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "36abd0e2208cd9d2f7b8814c899979b86c36a4c8",
"body": null,
"is_bot": false,
"headline": "docs: track code-atom-ir background design doc",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T12:25:03Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "35b3431812e8a75effd97c312f9841c2783f32ae",
"body": "- u-boot v2026.07 (1.76M LOC, 1246 TUs) and srsRAN release_25_10\n (1.0M LOC, 1116 TUs) onboarded under ~/Projects/testbeds\n- verified: 17->9 tool convergence, search truncation (22KB->4KB),\n intent cache-key fix (crosstalk reproduced on cc756da, gone after),\n symbol fallback labeling\n- found & fi\n[…]\nb4d886f)\n- found: clangd only starts background indexing after first didOpen;\n cold full index 31s (u-boot) / 235s (srsRAN) after warmup\n- backfill measured LOC into handoff doc; note srsRAN archival",
"is_bot": false,
"headline": "docs: add C/C++ testbed baseline benchmark (u-boot + srsRAN)",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T09:14:57Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "b4d886fa1037952c2874e451be47398422b07b5e",
"body": "parseRipgrepOutput read path/lines/line_number at the top level, but\nripgrep --json nests them under 'data', so every text-search result\ndegenerated into bogus '0: ' lines. Found via u-boot benchmark: text\nlayer returned thousands of empty results. Add unit tests covering the\nreal schema.",
"is_bot": false,
"headline": "fix: parse ripgrep JSON 'data' envelope correctly",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T09:06:19Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6c217018f443c90f003ad5fd0e5352a96880220f",
"body": "…urable\n\n- B8: search tool accepts maxCount/contextLines/caseSensitive/wholeWord,\n forwarded through SearchOptions to the ripgrep layer (was hardcoded)\n- B9: search cache TTL configurable via MCP_LS_CACHE_TTL (seconds);\n NewRouterWithClient takes an optional TTL\n- B10 deferred: per-file cache invalidation needs result->file dependency\n tracking; documented as backlog in docs/tools-opt.md",
"is_bot": false,
"headline": "feat: passthrough ripgrep options in search and make cache TTL config…",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T08:21:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e9cf03b30ff7923b3e8a0d2a2232c0d9da483a63",
"body": "- B1: include intent in SearchCacheKey to stop cross-intent cache pollution\n- B2: truncate search output (50 lines/4KB per layer, 12KB total) with narrowing hints\n- B3: mark LSP symbol-search fallback as symbol-fallback-text with WARNING header\n- B4: register 8 overlapping tools only when MCP_LS_DEB\n[…]\nRewrite docs/tools-opt.md from scratch: corrects the old doc's wrong\npremise (14 tools, no unified entry), documents the real 17-tool surface\nand router architecture, and lays out P0/P1/P2 follow-ups.",
"is_bot": false,
"headline": "feat: converge MCP tool surface (17->9+debug) and harden search router",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-07-17T08:17:32Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "cc756dacaa6e56b16a26f507f7810a111cb80737",
"body": null,
"is_bot": false,
"headline": "docs: update architecture doc to reflect 10 limitation fixes",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-05-29T03:05:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "cfe848d239ee853b25319d02edbe822e8238fef2",
"body": "P0-1: Replace diagnostics 3s sleep with event-driven WaitForDiagnostics\nP0-2: Router uses real LSP workspace/symbol instead of ripgrep fallback\nP0-3: Replace WaitForServerReady 1s sleep with polling loop (30×500ms)\nP1-1: Deduplicate searchAll() goroutine blocks via loop\nP1-2: SHA256 cache keys with \n[…]\n: routeByIntent: move definition/declare from ast to symbol keywords\nP2-1: Incremental sync kind detection (stub for diff computation)\nP2-2: Diagnostics propagates LSP errors instead of silent logging",
"is_bot": false,
"headline": "fix: resolve 10 known limitations (P0→P1→P2)",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-05-28T20:59:15Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "c2bc52c4c86970976da83c2ad7fc52ccd3185756",
"body": "- Data/format split pattern for diagnostics, callers, callees\n- Add symbol_resolver.go: ResolveSymbolLocation with conservative matching\n- Add ui_resources.go: MCP App UI resources (call hierarchy graph, diagnostics dashboard)\n- Add search result cache layer (cache/cache.go)\n- Add component-based lo\n[…]\nCP_TOOLS_ZH.md with new tools and parameters\n- Add docs/architecture-and-guide.md: 2300-line comprehensive architecture and usage guide\n- Add docs/mcp-apps-analysis.md: MCP Apps specification analysis",
"is_bot": false,
"headline": "feat: GPT5.5 refactor + comprehensive architecture documentation",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-05-28T11:21:09Z",
"body_truncated": true,
"is_coding_agent": false
},
{
"oid": "eee0ddff5799cc478e0f0dbc8951cbe0589b31b5",
"body": "添加 MCP Language Server 工具文档，包含：\n- 17 个工具的完整参数说明\n- JSON-RPC 协议格式和请求示例\n- 三层搜索架构说明\n- 所有工具的实际测试结果\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: Add MCP tools documentation with JSON-RPC usage guide",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-14T13:03:56Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "befda2dd896fe85647305ba1d49b206fd6991d9f",
"body": "Add detailed architecture documentation:\n- System architecture diagram\n- Component interaction and data flow\n- Startup, tool execution, search, file watch, shutdown flows\n- Cache mechanism details\n- File watcher exclusion rules\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: Comprehensive architecture documentation",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:57:23Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "82c9c11250d863762d8419e491a8e8ffb460de4d",
"body": "Clarify that this tool extracts code context (definitions, references,\ncall hierarchy, AST) for LLM-based security analysis, rather than\nperforming analysis directly.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: Update project description as context extractor for LLM",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:54:42Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "132641b63d6dff566af828536a7c967658876986",
"body": "Add caching for search results to improve performance:\n- Thread-safe in-memory cache\n- Default 5 minute TTL\n- Cache key based on query/strategy/filePath/language\n- ClearCache() and CacheSize() methods\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add search result cache layer",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:53:21Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6f94dd4d324fae9cfa387baec0ab33dd8b756b13",
"body": "Add comprehensive documentation for:\n- Three-layer search architecture (L1 ripgrep, L2 tree-sitter, L3 LSP)\n- Unified search router with auto-routing\n- New tools: callers, callees, find_struct_usage, search, etc.\n- Tree-sitter CSP query examples\n- Tool categorization by layer\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: Update CLAUDE.md with layered search architecture",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:44:56Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "ae58fa83e9de41b4c7bd33a14315051d92ea55cb",
"body": "Add comprehensive Chinese documentation to:\n- call_hierarchy.go: callers/callees tools\n- find_struct_usage.go: struct analysis tools\n- router/router.go: unified search router\n- treesitter.go: tree-sitter wrapper\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "docs: Add Chinese comments to new modules",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:43:47Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "275344f2cde16674eb587e11b8fb5383a07df68f",
"body": "Add tree-sitter based C/C++ struct analysis tools:\n- find_struct_usage: Find all usages of a struct type\n- find_struct_definition: Find the definition of a struct\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add find_struct_usage and find_struct_definition tools",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:41:53Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "6bb1f2ed71515c02b8715f4d89808ae3767a4b5c",
"body": "Support traversing call hierarchy up to specified depth:\n- callers(filePath, line, column, depth=3) for upstream callers\n- callees(filePath, line, column, depth=3) for downstream callees\n- Results grouped by depth level\n- Cycle detection to avoid infinite loops\n- Max depth limited to 10\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add depth parameter to callers and callees tools",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:39:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "f55cb812e1cf652908d978da1e43f8fc961cfacc",
"body": "Add call hierarchy analysis tools:\n- callers: Find functions that call the specified function\n- callees: Find functions called by the specified function\n\nUses LSP callHierarchy/incomingCalls and callHierarchy/outgoingCalls.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add callers and callees tools using LSP callHierarchy",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:36:10Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "2cae09ebd491a001f7372dd83576312cd13eb4f4",
"body": "Add routing layer to support both model-driven and explicit search:\n\nTools:\n- search: Unified entry point with auto-routing (recommended)\n- search_text: Force L1 ripgrep\n- search_ast: Force L2 tree-sitter\n- search_symbol: Force L3 LSP\n\nAuto-routing by intent hint:\n- \"todo\"/\"comment\"/\"string\" → text (L1)\n- \"function\"/\"struct\"/\"class\" → ast (L2)\n- \"definition\"/\"reference\"/\"type\" → symbol (L3)\n- No hint → parallel search all layers\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add unified search router with layer selection",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:33:00Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "7dd2aaa3b6a5dff3d4e8e35787fd04fdb24828db",
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"detail": "1 contributor(s) cover half of all commits",
"points": 9,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 1
}
}
],
"max_points": 54
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{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 68% of commits",
"points": 7.3,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 68
}
}
],
"max_points": 22.5
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{
"key": "contributor_breadth",
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"detail": "4 contributors",
"points": 5.4,
"status": "partial",
"details": [
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],
"max_points": 13.5
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{
"key": "openssf_scorecard_contributors",
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"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 3,
"status": "partial",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "critical",
"name": "Issue & PR responsiveness",
"note": "Excluded from scoring (no data or not applicable): Issue resolution, PR acceptance. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"issue_resolution",
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},
{
"code": "weights_renormalized",
"params": {}
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"value": 1,
"inputs": {
"merged_prs": 0,
"open_issues": 0,
"closed_issues": 0,
"issue_closed_ratio": null,
"closed_unmerged_prs": 0
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "no issues or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_issues_or_data",
"params": {}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "no decided pull requests or no data",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_decided_prs_or_data",
"params": {}
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],
"max_points": 38.25
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{
"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": [
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}
},
{
"code": "weights_renormalized",
"params": {}
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],
"value": 46,
"inputs": {
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"owner_type": "User",
"is_verified": null,
"owner_login": "Atituiset",
"public_repos": 49,
"account_age_days": 3129
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "personal (user) account",
"points": 10,
"status": "partial",
"details": [
{
"code": "owner_personal",
"params": {}
}
],
"max_points": 30
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{
"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
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{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1 followers of Atituiset",
"points": 2.2,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1,
"login": "Atituiset"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "49 public repos, account ~8 yr old",
"points": 24.4,
"status": "partial",
"details": [
{
"code": "public_repos",
"params": {
"count": 49
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "at_risk",
"name": "Engineering Quality",
"value": 46,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "moderate",
"name": "Engineering practices",
"note": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: CI-Tests. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
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{
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"inputs": {
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"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
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],
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{
"key": "tests_present",
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"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
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"points": 0,
"status": "missed",
"details": [],
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{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
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"points": 0,
"status": "missed",
"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": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "critical",
"name": "Documentation",
"note": null,
"notes": [],
"value": 25,
"inputs": {
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"homepage": null,
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"has_docs_dir": true,
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{
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"points": 0,
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"details": [],
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{
"key": "documentation_directory",
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"details": [],
"max_points": 25
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{
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"max_points": 10
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{
"key": "topics",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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{
"key": "wiki",
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"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
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],
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"weight": 0.16,
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"code": "excluded_no_data",
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"scorecard_version": "v5.5.0",
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"components": [
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
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"points": 0,
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"code": "no_data",
"params": {}
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{
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"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
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{
"key": "code_review",
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"points": 0,
"status": "missed",
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{
"key": "contributors",
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"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
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"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
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"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
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"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
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{
"key": "pinned_dependencies",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
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"detail": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
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"points": 0,
"status": "missed",
"details": [],
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},
{
"key": "signed_releases",
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"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
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],
"max_points": 7.5
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{
"key": "token_permissions",
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"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
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"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
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{
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"components": [
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"code": "jurisdiction_no_match",
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}
],
"max_points": 100
}
]
}
],
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{
"key": "ai_readiness",
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"name": "AI Readiness",
"value": 81,
"weight": 0,
"metrics": [
{
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"components": [
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"key": "one_command_bootstrap",
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{
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{
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{
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"code": "file_list",
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],
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},
{
"key": "demonstrated_agent_practice",
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{
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}
}
],
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},
{
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{
"code": "dependency_bot_commits",
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"sampled": 100
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}
],
"max_points": 8
},
{
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"points": 0,
"status": "missed",
"details": [],
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]
},
{
"key": "ai_code_legibility",
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"name": "Code legibility for models",
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"notes": [],
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"oversized_source_files": 2
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"status": "met",
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{
"code": "statically_typed_language",
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}
],
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},
{
"key": "manageable_file_sizes",
"name": "Manageable file sizes",
"detail": "2/138 source files over 60KB",
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"status": "partial",
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],
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]
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],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
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"go package 'github.com/isaacphi/mcp-language-server' points at a different repository (https://github.com/isaacphi/mcp-language-server); excluded from ecosystem scoring",
"GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
],
"report_type": "repository",
"generated_at": "2026-07-26T03:08:16.683708Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/Atituiset/mcp-language-server.svg",
"full_name": "Atituiset/mcp-language-server",
"license_state": "standard",
"license_spdx": "BSD-3-Clause"
}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 Statistiken — Go.