Registro públicoEn riesgo
Informe de salud del softwareesquema 0.27.0 · métricas 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 tiene un índice de salud de 41 sobre 100, lo que lo sitúa en la banda En riesgo. Su puntuación más alta es AI Readiness (81/100) y la más baja, Community & Adoption (12/100). Se actualizó por última vez hace 3 días. Una sola persona concentra la mayor parte del trabajo reciente.
41
global / 100Índice de salud del software
Las métricas se agrupan en categorías ponderadas sobre una escala de 1 a 100. El resultado global parte de su media; cuando la evidencia pública activa la Política de Jurisdicciones de Alto Riesgo, la calificación se ajusta y recibe el límite 49 (En riesgo). Preparación para IA queda fuera.
41
Excelente85-100Ejemplar; cumple prácticamente todos los criterios evaluados
Bueno70-84Saludable; carencias menores
Moderado50-69Aceptable con carencias notables; se recomienda revisión
En riesgo30-49Debilidades significativas; su adopción exige cautela
Crítico1-29Problemas graves (proyecto abandonado, un solo mantenedor, sin higiene)
Perfil de puntuación
Cada eje es una categoría. La forma importa más que la media: un proyecto sano llena toda la figura, mientras que un perfil de picos y cráteres indica que la fortaleza en una dimensión enmascara el riesgo en otra.
Titularidad
AtituisetCuenta personal
1 seguidor49 repositorios públicosdesde dic 2017
Este repositorio pertenece a una cuenta personal. Un proyecto con un único propietario conlleva más riesgo de continuidad que uno respaldado por una organización.
Ecosistemas de paquetes
| Registro | Paquete | Versión | Descargas / mes | Versiones | Última publicación |
|---|---|---|---|---|---|
| Go | github.com/isaacphi/mcp-language-serverapunta a otro repositorio; no se puntúa | v0.1.1 | - | 7 | hace 435 días |
Métricas por categoría
Vitalidad
¿Está vivo el proyecto: se escribe código y se publican versiones?
74
Actividad de desarrollo
64Moderado
Cómo se puntúa
| 36/36 | Recencia de push — último push hace 3 días |
| 3.5/36 | Cadencia de commits — 5/52 semanas con commits |
| 14.9/18 | Volumen de commits — 45 commits en el último año |
| 10/10 | OpenSSF Scorecard: Maintained — 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 |
Datos de entrada utilizados
| commits_last_year | 45 |
| human_commit_share | 0,96 |
| days_since_last_push | 3 |
| active_weeks_last_year | 5 |
Disciplina de publicación
88Excelente
Cómo se puntúa
| 16.2/27 | Publica versiones — 5 etiquetas de versión (sin releases de GitHub) |
| 36/36 | Recencia de las versiones — última versión hace 4 días |
| 27/27 | Cadencia de publicación — una versión cada ~13,5 días |
| 0/10 | OpenSSF Scorecard: Signed-Releases — sin datos |
Datos de entrada utilizados
| releases_count | 5 |
| latest_release_tag | v0.5.0 |
| releases_from_tags | sí |
| days_since_latest_release | 4 |
| mean_days_between_releases | 13,5 |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: Signed-Releases. Los pesos restantes se han renormalizado.
Comunidad y Adopción
¿Tiene el proyecto usuarios, descargas, atención y unas condiciones acogedoras para quienes contribuyen?
12
Popularidad y adopción
1Crítico
Cómo se puntúa
| 0/60 | Estrellas — 0 estrellas |
| 0/25 | Forks — 0 forks |
| 0/15 | Observadores — 0 observadores |
Datos de entrada utilizados
| forks | 0 |
| stars | 0 |
| watchers | 0 |
| growth_state | unverified |
| growth_factor_pct | 100 |
| growth_unverified_reason | no_history |
Salud de la comunidad
25Crítico
Cómo se puntúa
| 0/22.5 | README |
| 22.5/22.5 | Licencia — licencia reconocida (BSD-3-Clause) |
| 0/18 | Guía CONTRIBUTING |
| 0/13.5 | Código de conducta |
| 0/7.2 | Plantilla de issues |
| 0/6.3 | Plantilla de PR |
Datos de entrada utilizados
| has_readme | no |
| has_license | no |
| has_contributing | no |
| has_issue_template | no |
| has_code_of_conduct | no |
| has_pull_request_template | no |
Sostenibilidad y Gobernanza
¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?
24
Cómo se puntúa
| 9/54 | Factor bus — la mitad de los commits recae en 1 contribuyente(s) |
| 7.3/22.5 | Distribución de commits — el principal contribuyente firma el 68% de los commits |
| 5.4/13.5 | Amplitud de contribuyentes — 4 contribuyentes |
| 3/10 | OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3 |
Datos de entrada utilizados
| bus_factor | 1 |
| contributors_sampled | 4 |
| top_contributor_share | 0,676 |
Cómo se puntúa
| 0/46.8 | Resolución de issues — sin issues o sin datos |
| 0/38.3 | Aceptación de PR — sin PR decididos o sin datos |
| 0/15 | OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0 |
Datos de entrada utilizados
| merged_prs | 0 |
| open_issues | 0 |
| closed_issues | 0 |
| issue_closed_ratio | — |
| closed_unmerged_prs | 0 |
Excluidos de la puntuación (sin datos o no aplicable): Resolución de issues, Aceptación de PR. Los pesos restantes se han renormalizado.
Propiedad y custodia
46En riesgo
Cómo se puntúa
| 10/30 | Respaldo de la propiedad — cuenta personal (usuario) |
| 0/20 | Dominio verificado — no aplicable a cuentas de usuario |
| 2.2/25 | Alcance del propietario — 1 seguidores de Atituiset |
| 24.4/25 | Trayectoria — 49 repos públicos, cuenta de ~8 años |
Datos de entrada utilizados
| followers | 1 |
| owner_type | User |
| is_verified | — |
| owner_login | Atituiset |
| public_repos | 49 |
| account_age_days | 3129 |
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Calidad de Ingeniería
¿Existen unas prácticas mínimas de ingeniería y documentación?
46
Prácticas de ingeniería
60Moderado
Cómo se puntúa
| 24/24 | Flujos de trabajo de CI — 1 flujo(s) de trabajo |
| 24/24 | Pruebas presentes |
| 0/16 | Configuración de linter |
| 0/9.6 | Hooks de pre-commit |
| 0/6.4 | .editorconfig |
| 0/20 | OpenSSF Scorecard: CI-Tests — sin datos |
Datos de entrada utilizados
| has_ci | sí |
| has_tests | sí |
| has_editorconfig | no |
| has_linter_config | no |
| has_precommit_config | no |
Excluidos de la puntuación (sin datos o no aplicable): OpenSSF Scorecard: CI-Tests. Los pesos restantes se han renormalizado.
Documentación
25Crítico
Cómo se puntúa
| 0/30 | README |
| 25/25 | Directorio de documentación |
| 0/15 | Sitio de documentación / página del proyecto |
| 0/10 | Descripción del repositorio |
| 0/10 | Topics |
| 0/10 | Wiki |
Datos de entrada utilizados
| topics | — |
| has_wiki | no |
| homepage | — |
| has_readme | no |
| has_docs_dir | sí |
| has_description | no |
Seguridad
¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?
46
Postura de seguridad
46En riesgo
Cómo se puntúa
| 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 — sin datos |
| 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 | Licencia — 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 — sin datos |
| 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 — sin datos |
| 0/7.5 | Token-Permissions — detected GitHub workflow tokens with excessive permissions |
| 6/7.5 | Vulnerabilities — 2 existing vulnerabilities detected |
Datos de entrada utilizados
| source | openssf_scorecard |
| checks_evaluated | 15 |
| scorecard_version | v5.5.0 |
| checks_inconclusive | 3 |
| scorecard_aggregate | 4,6 |
Excluidos de la puntuación (sin datos o no aplicable): ci_tests, packaging, signed_releases. Los pesos restantes se han renormalizado.
Preparación para IA
¿Hasta qué punto está el repositorio preparado para desarrollarse y mantenerse con agentes de codificación de IA? Es una insignia independiente y experimental — peso 0,0, de modo que se presenta por separado y no afecta a la puntuación de salud global.
81
Contexto y guía para agentes
76Bueno
Cómo se puntúa
| 45/45 | Instrucciones para agentes — CLAUDE.md |
| 0/15 | Documentación legible por máquinas (llms.txt) |
| 31.1/40 | Historial de commits legible — 56 de 96 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo) |
Datos de entrada utilizados
| has_llms_txt | no |
| legible_history_share | 0,583 |
| agent_instruction_files | CLAUDE.md |
| agent_instruction_max_bytes | 19.724 |
Cómo se puntúa
| 18/18 | Arranque con un solo comando — integrationtests/workspaces/clangd/Makefile, justfile |
| 22/22 | Pruebas automatizadas |
| 0/11 | Configuración de lint / formato |
| 11/11 | Verificación estática de tipos — integrationtests/workspaces/typescript/tsconfig.json |
| 10/10 | Entorno reproducible — lockfile |
| 10/10 | Práctica demostrada con agentes — 13 de los últimos 100 commits con autoría o crédito de agente |
| 8/8 | Mantenimiento automatizado — 4 de los últimos 100 commits son actualizaciones automáticas de dependencias |
| 0/10 | OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0 |
Datos de entrada utilizados
| has_nix | no |
| has_tests | sí |
| lockfiles | go.sum |
| has_dockerfile | no |
| typed_language | sí |
| bootstrap_files | integrationtests/workspaces/clangd/Makefile, justfile |
| has_devcontainer | no |
| has_linter_config | no |
| 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 |
Legibilidad del código para modelos
99Excelente
Cómo se puntúa
| 45/45 | Código verificable por tipos — Go (tipado estático) |
| 54.2/55 | Tamaños de archivo manejables — 2/138 archivos fuente de más de 60 KB |
Datos de entrada utilizados
| primary_language | Go |
| largest_source_bytes | 277.950 |
| source_files_sampled | 138 |
| oversized_source_files | 2 |
Datos clave
0estrellas de GitHub
4contribuidores
45commits en los últimos 12 meses
3días desde el último push
5versiones publicadas
1factor bus
0issues abiertas
Goecosistemas de paquetes
Advertencias de recopilación de datos
- 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
Más detalle
OpenSSF Scorecard 4.6 / 10
4.6agregado
Evaluación de seguridad independiente y agnóstica en cuanto a herramientas, procedente del proyecto de código abierto OpenSSF Scorecard. Cada comprobación premia una práctica de seguridad, no la herramienta de un proveedor concreto. Las comprobaciones que Scorecard no pudo determinar se marcan como n/d y se excluyen de la puntuación de seguridad (nunca se cuentan como cero).
| 10 | Binary-Artifacts | no binaries found in the repo |
| 0 | Branch-Protection | branch protection not enabled on development/release branches |
| n/d | 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 |
| n/d | 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 |
| n/d | Signed-Releases | no releases found |
| 0 | Token-Permissions | detected GitHub workflow tokens with excessive permissions |
| 8 | Vulnerabilities | 2 existing vulnerabilities detected |
Dependencias directas 6
| Registro | Paquete | Restricción de versión | Manifiesto |
|---|---|---|---|
| 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 |
Todas las dependencias no recopilado
No fue posible recopilar el conjunto de dependencias resuelto para este informe: GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository
Informe JSON sin procesar legible por máquina
{
"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,
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},
{
"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,
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},
{
"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,
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{
"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,
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},
{
"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,
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{
"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,
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},
{
"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,
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},
{
"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,
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{
"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,
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{
"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",
"body": "Add L2 layer to the tool hierarchy:\n- L1: ripgrep (fast text/regex search)\n- L2: tree-sitter (AST queries, CSP pattern matching) [NEW]\n- L3: LSP like clangd/gopls (semantic understanding)\n\nNew MCP tools:\n- treesitter_query: Query AST using CSP patterns\n- treesitter_ast: Explore file AST structure\n\nSupports C and C++ parsing via go-tree-sitter.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
"is_bot": false,
"headline": "feat: Add tree-sitter layer for AST-based C/C++ analysis",
"author_name": "Atituiset",
"author_login": "Atituiset",
"committed_at": "2026-04-02T16:27:58Z",
"body_truncated": false,
"is_coding_agent": true
},
{
"oid": "1013998450b1b8e11ade2f5d7953dcc04160c71e",
"body": "Add a new MCP tool that uses ripgrep for fast, language-agnostic\ntext search. This is faster than LSP-based search for simple\npattern matching.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
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"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"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",
"pr_acceptance"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"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": {}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "at_risk",
"name": "Ownership & stewardship",
"note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"verified_domain"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 46,
"inputs": {
"followers": 1,
"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
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": "not applicable to user accounts",
"points": 0,
"status": "excluded",
"details": [
{
"code": "not_applicable_to_user_accounts",
"params": {}
}
],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "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": [
"openssf_scorecard_ci_tests"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 60,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": false,
"has_precommit_config": false
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "1 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 1
}
}
],
"max_points": 24
},
{
"key": "tests_present",
"name": "Tests present",
"detail": null,
"points": 24,
"status": "met",
"details": [],
"max_points": 24
},
{
"key": "linter_config",
"name": "Linter config",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"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": {
"topics": [],
"has_wiki": false,
"homepage": null,
"has_readme": false,
"has_docs_dir": true,
"has_description": false
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 25,
"status": "met",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 46,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): CI-Tests, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"ci_tests",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 46,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 4.6
},
"components": [
{
"key": "binary_artifacts",
"name": "Binary-Artifacts",
"detail": "no binaries found in the repo",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "branch_protection",
"name": "Branch-Protection",
"detail": "branch protection not enabled on development/release branches",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "ci_tests",
"name": "CI-Tests",
"detail": "no pull request found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 2.5
},
{
"key": "cii_best_practices",
"name": "CII-Best-Practices",
"detail": "no effort to earn an OpenSSF best practices badge detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 2.5
},
{
"key": "code_review",
"name": "Code-Review",
"detail": "Found 0/30 approved changesets -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 1 contributing companies or organizations -- score normalized to 3",
"points": 0.8,
"status": "partial",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "no dangerous workflow patterns detected",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "update tool detected",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "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",
"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": "no SAST tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file not detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "2 existing vulnerabilities detected",
"points": 6,
"status": "partial",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 4
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "good",
"name": "AI Readiness",
"value": 81,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "good",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 76,
"inputs": {
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"legible_history_share": 0.583,
"agent_instruction_files": [
"CLAUDE.md"
],
"agent_instruction_max_bytes": 19724
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "CLAUDE.md",
"points": 45,
"status": "met",
"details": [
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"code": "file_list",
"params": {
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}
],
"max_points": 45
},
{
"key": "machine_readable_docs_llms_txt",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 15
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{
"key": "legible_commit_history",
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"points": 31.1,
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"details": [
{
"code": "legible_history",
"params": {
"legible": 56,
"sampled": 96
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "good",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 79,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"go.sum"
],
"has_dockerfile": false,
"typed_language": true,
"bootstrap_files": [
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"justfile"
],
"has_devcontainer": false,
"has_linter_config": false,
"typecheck_configs": [
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"agent_commit_share": 0.13,
"toolchain_manifests": [
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"integrationtests/workspaces/go/go.mod",
"integrationtests/workspaces/rust/Cargo.toml"
],
"dependency_bot_commit_share": 0.04
},
"components": [
{
"key": "one_command_bootstrap",
"name": "One-command bootstrap",
"detail": "integrationtests/workspaces/clangd/Makefile, justfile",
"points": 18,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "integrationtests/workspaces/clangd/Makefile, justfile"
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}
],
"max_points": 18
},
{
"key": "automated_tests",
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"points": 22,
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"details": [],
"max_points": 22
},
{
"key": "lint_format_config",
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"points": 0,
"status": "missed",
"details": [],
"max_points": 11
},
{
"key": "static_type_checking",
"name": "Static type checking",
"detail": "integrationtests/workspaces/typescript/tsconfig.json",
"points": 11,
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"details": [
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"code": "file_list",
"params": {
"files": "integrationtests/workspaces/typescript/tsconfig.json"
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],
"max_points": 11
},
{
"key": "reproducible_environment",
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"details": [
{
"code": "file_list",
"params": {
"files": "lockfile"
}
}
],
"max_points": 10
},
{
"key": "demonstrated_agent_practice",
"name": "Demonstrated agent practice",
"detail": "13 of the last 100 commits agent-authored or agent-credited",
"points": 10,
"status": "met",
"details": [
{
"code": "agent_authored_commits",
"params": {
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"sampled": 100
}
}
],
"max_points": 10
},
{
"key": "automated_maintenance",
"name": "Automated maintenance",
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"points": 8,
"status": "met",
"details": [
{
"code": "dependency_bot_commits",
"params": {
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"sampled": 100
}
}
],
"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": 99,
"inputs": {
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"largest_source_bytes": 277950,
"source_files_sampled": 138,
"oversized_source_files": 2
},
"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": "2/138 source files over 60KB",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 138,
"oversized": 2
}
}
],
"max_points": 55
}
]
}
],
"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": [
"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"
],
"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"
}Las puntuaciones son señales, no garantías. Reflejan prácticas públicamente visibles en GitHub; no son una auditoría de código ni una garantía de seguridad.
Los datos ausentes se excluyen y los pesos se renormalizan; nunca se puntúan como cero. La metodología es versionada y abierta: métricas v1.13.0, esquema v0.27.0 — metodología completa · wiki de métricas.
Cómo se sitúa un resultado dentro del registro general: estadísticas agregadas — Go.