Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-27 18:38 UTC

ThinkInAIXYZ / go-mcp

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

GoMIT★ 673 estrellas⑂ 107 forksdesde mar 2025Ver en GitHub ↗

ThinkInAIXYZ/go-mcp tiene un índice de salud de 73 sobre 100, lo que lo sitúa en la banda Bueno. Su puntuación más alta es Engineering Quality (85/100) y la más baja, AI Readiness (63/100). Se actualizó por última vez hace 28 días. Una sola persona concentra la mayor parte del trabajo reciente.

73
global / 100
Bueno

Índice 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.

73
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)
VitalidadComunidad yAdopciónSostenibilidady GobernanzaCalidad deIngenieríaSeguridadPreparaciónpara IA

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

ThinkInAIXYZOrganización
197 seguidores8 repositorios públicosdesde ene 2025

Este repositorio está respaldado por una organización: una custodia compartida y responsable que puede sobrevivir a cualquier mantenedor individual.

Ecosistemas de paquetes

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/ThinkInAIXYZ/go-mcpv0.2.29-46hace 28 días

Métricas por categoría

Vitalidad

¿Está vivo el proyecto: se escribe código y se publican versiones?

75Bueno · 22% del índice global
Cómo se puntúa
28.8/36Recencia de push — último push hace 28 días
9/36Cadencia de commits — 13/52 semanas con commits
13.6/18Volumen de commits — 32 commits en el último año
7/10OpenSSF Scorecard: Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
Datos de entrada utilizados
commits_last_year32
human_commit_share1
days_since_last_push28
active_weeks_last_year13
Cómo se puntúa
27/27Publica versiones — 46 versiones publicadas
36/36Recencia de las versiones — última versión hace 28 días
27/27Cadencia de publicación — una versión cada ~36 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count46
latest_release_tagv0.2.29
releases_from_tagsno
days_since_latest_release28
mean_days_between_releases36
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?

73Bueno · 18% del índice global
Cómo se puntúa
45.9/60Estrellas — 673 estrellas
16.9/25Forks — 107 forks
6.7/15Observadores — 17 observadores
Datos de entrada utilizados
forks107
stars673
watchers17
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (MIT)
18/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
6.3/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributing
has_issue_templateno
has_code_of_conductno
has_pull_request_template

Sostenibilidad y Gobernanza

¿Sobrevivirá el proyecto a sus personas: factor bus, capacidad de respuesta, quién lo respalda y mantenimiento del paquete?

66Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
6.7/22.5Distribución de commits — el principal contribuyente firma el 70% de los commits
13.5/13.5Amplitud de contribuyentes — 28 contribuyentes
10/10OpenSSF Scorecard: Contributors — project has 23 contributing companies or organizations
Datos de entrada utilizados
bus_factor1
contributors_sampled28
top_contributor_share0,702
Cómo se puntúa
39.9/46.8Resolución de issues — 85% de issues cerradas
33.6/38.3Aceptación de PR — 136/155 PR decididos fusionados
7.5/15OpenSSF Scorecard: Code-Review — Found 6/11 approved changesets -- score normalized to 5
Datos de entrada utilizados
merged_prs136
open_issues7
closed_issues41
issue_closed_ratio0,854
closed_unmerged_prs19
Cómo se puntúa
30/30Respaldo de la propiedad — propiedad de una organización
0/20Dominio verificado
16.5/25Alcance del propietario — 197 seguidores de ThinkInAIXYZ
10/25Trayectoria — 8 repos públicos, cuenta de ~1 años
Datos de entrada utilizados
followers197
owner_typeOrganization
is_verified
owner_loginThinkInAIXYZ
public_repos8
account_age_days555
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 28 días
20/20Historial de versiones — 46 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/ThinkInAIXYZ/go-mcp
ecosystemsgo
any_deprecatedno
min_days_since_publish28

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

85Excelente · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 3 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
18/20OpenSSF Scorecard: CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config
Cómo se puntúa
30/30README
25/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
0/10Topics
10/10Wiki
Datos de entrada utilizados
topics
has_wiki
homepage
has_readme
has_docs_dir
has_description

Seguridad

¿Son sólidas las prácticas visibles de seguridad y de cadena de suministro, sin exposición jurisdiccional de alto riesgo sin resolver?

66Moderado · 16% del índice global
Cómo se puntúa
7.5/7.5Binary-Artifacts — no binaries found in the repo
0/7.5Branch-Protection — branch protection not enabled on development/release branches
2.2/2.5CI-Tests — 10 out of 11 merged PRs checked by a CI test -- score normalized to 9
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
3.8/7.5Code-Review — Found 6/11 approved changesets -- score normalized to 5
2.5/2.5Contributors — project has 23 contributing companies or organizations
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
5.2/7.5Maintained — 9 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 7
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
4.5/5SAST — SAST tool detected but not run on all commits
0/5Security-Policy — security policy file not detected
0/7.5Signed-Releases — sin datos
7.5/7.5Token-Permissions — GitHub workflow tokens follow principle of least privilege
7.5/7.5Vulnerabilities — 0 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate5,8
Excluidos de la puntuación (sin datos o no aplicable): packaging, signed_releases. Los pesos restantes se han renormalizado.
Cómo se puntúa
35/35Dependencias directas libres de avisos conocidos — ninguna dependencia directa tiene un aviso conocido
0/25Dependencias indirectas libres de avisos conocidos — el conjunto transitivo no es separable de las dependencias de desarrollo y prueba en este alcance
0/40Sin avisos pendientes — ningún aviso tiene fecha de publicación
Datos de entrada utilizados
sourceosv
advisories0
affected_packages0
assessed_packages6
unassessed_packages0
affected_by_severitynone
direct_affected_packages0
Excluidos de la puntuación (sin datos o no aplicable): Dependencias indirectas libres de avisos conocidos, Sin avisos pendientes. Los pesos restantes se han renormalizado. Se cotejaron 6 dependencias resueltas con OSV. Este repositorio no publica ningún paquete que el índice resuelva, por lo que se evaluó en su lugar el grafo de dependencias del repositorio. Ese grafo mezcla fijaciones de desarrollo y prueba con las dependencias distribuidas, de modo que solo se puntúan las dependencias declaradas en tiempo de ejecución; los hallazgos transitivos se informan como contexto y quedan excluidos de la puntuación. No se analiza la alcanzabilidad.

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.

63Moderado · 0% del índice global
Cómo se puntúa
0/45Instrucciones para agentes — sin CLAUDE.md / AGENTS.md / reglas de editor
0/15Documentación legible por máquinas (llms.txt)
40/40Historial de commits legible — 84 de 100 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,84
agent_instruction_files
agent_instruction_max_bytes
Cómo se puntúa
18/18Arranque con un solo comando — Makefile
22/22Pruebas automatizadas
11/11Configuración de lint / formato — .golangci.yml
11/11Verificación estática de tipos — Go (tipado estático)
10/10Entorno reproducible — lockfile
4/10Práctica demostrada con agentes — 2 de los últimos 100 commits con autoría o crédito de agente
0/8Mantenimiento automatizado — no se observan actualizaciones automáticas de dependencias
0/10OpenSSF Scorecard: Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
Datos de entrada utilizados
has_nixno
has_tests
lockfilesgo.sum
has_dockerfileno
typed_language
bootstrap_filesMakefile
has_devcontainerno
has_linter_config
typecheck_configs
agent_commit_share0,02
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
55/55Tamaños de archivo manejables — 0/71 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes26.623
source_files_sampled71
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
0/20Servidor MCP
40/40Ejemplos ejecutables — examples
Datos de entrada utilizados
example_dirsexamples
has_mcp_signalno
api_schema_files

Datos clave

673estrellas de GitHub
28contribuidores
32commits en los últimos 12 meses
28días desde el último push
46versiones publicadas
1factor bus
7issues abiertas
Goecosistemas de paquetes

Advertencias de recopilación de datos

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

Más detalle

Historial de estrellas y forks 0 ★ / 107 ⇿
0Estrellas
107Forks
45Versiones

Cuándo se añadió cada estrella y fork, recopilado de GitHub y agrupado por día. El crecimiento acumulado se sitúa justo encima de las adiciones diarias que lo componen, de modo que ambos se leen en conjunto: la acumulación orgánica sostenida no se parece en nada a un pico abrupto y efímero. Cuando esa diferencia es medible, se informa como autenticidad del crecimiento.

020406080100120107202025-032025-102026-06
Mayor 0Menor 2Parche 43

Cada punto abarca 2 días.

OpenSSF Scorecard 5.8 / 10
5.8agregado

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).Scorecard v5.5.0 · 2026-07-27 18:38 UTC

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

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 4 paquetes directos y 2 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

RegistroPaqueteVersiónRelación
Gogithub.com/google/uuid1.6.0directa
Gogithub.com/orcaman/concurrent-map/v22.0.1directa
Gogithub.com/tidwall/gjson1.18.0directa
Gogithub.com/yosida95/uritemplate/v33.0.2directa
Gogithub.com/tidwall/match1.1.1indirecta
Gogithub.com/tidwall/pretty1.2.0indirecta
Avisos de dependencias 0

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 6 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 0 tienen avisos conocidos, de los cuales 0 son directas.

Ningún aviso conocido afecta a las dependencias evaluadas.

Un aviso significa que la versión registrada en el grafo de dependencias cae dentro del rango afectado de un aviso. No se analiza la alcanzabilidad, y el grafo incluye fijaciones de desarrollo y prueba: un hallazgo puede referirse al utillaje y no al software distribuido.

Informe JSON sin procesar legible por máquina
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      "recent_commits": [
        {
          "oid": "0767a50688984214f67a1331945b6695da53590d",
          "body": "feat(server): add TimeoutMiddleware for tool handlers",
          "is_bot": false,
          "headline": "Merge pull request #204 from knightxiaoxi/feat/tool-timeout-middleware",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-29T07:02:07Z",
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          "is_bot": false,
          "headline": "fix: correct spelling 'cancelled' -> 'canceled' in TimeoutMiddleware …",
          "author_name": "knightxiaoxi",
          "author_login": "knightxiaoxi",
          "committed_at": "2026-06-29T04:07:26Z",
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        },
        {
          "oid": "79f5e6d90d2fe196208a26a0cb41365260ea3da7",
          "body": "## Summary\nAdd `TimeoutMiddleware` that enforces a per-tool execution timeout.\n\n## Changes\n- `TimeoutMiddleware(timeout)` wraps handler context with `WithTimeout`\n- Placed alongside existing `RateLimitMiddleware` for consistency\n\n## Motivation\nSlow/hanging tool implementations can block the MCP serv\n[…]\n. This middleware + RateLimitMiddleware form a basic resilience pair.\n\n## Usage\n```go\nserver.RegisterTool(&protocol.Tool{Name: \"search\"},\n    server.TimeoutMiddleware(30*time.Second)(myHandler),\n)\n```",
          "is_bot": false,
          "headline": "feat(server): add TimeoutMiddleware for tool handlers",
          "author_name": "knightxiaoxi",
          "author_login": "knightxiaoxi",
          "committed_at": "2026-06-28T16:38:24Z",
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        {
          "oid": "f02ba7ba85f9da5120376e7e8e521db7c87d9cf0",
          "body": "…ess-cancel-test\n\nfix: resolve misspell lint failure in stateless cancellation test",
          "is_bot": false,
          "headline": "Merge pull request #203 from groundcover-com/yosi/fix-misspell-statel…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-15T15:12:40Z",
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        },
        {
          "oid": "4d31baf667fdeb3e87f47fef7a84fcbe56bd1ae2",
          "body": "The misspell linter rejects the British \"cancelled\" in string literals\n(it wants the US \"canceled\"). Reword the test's failure message to use\n\"cancellation\", which the linter accepts, fixing the lint failure\nintroduced by #202.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: resolve misspell lint failure in stateless cancellation test",
          "author_name": "Yosi Zelensky",
          "author_login": "yosizelensky",
          "committed_at": "2026-06-15T14:48:54Z",
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        },
        {
          "oid": "c3143252fdac4ca955e55e682260fe2d10038d1c",
          "body": "…y-delete\n\nfix: stateless transport should ignore unmatched cancellations and reject DELETE with 405",
          "is_bot": false,
          "headline": "Merge pull request #202 from groundcover-com/yosi/fix-stateless-notif…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-06-15T14:03:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6b15e93c5d99dd4479834f627a28d140f2f404b5",
          "body": "…ject DELETE with 405\n\nIn stateless mode two normal client messages are rejected with HTTP 400:\n\n1. notifications/cancelled -> 400 \"lack session\": handleNotifyWithCancelled\n   fails the GetSession(\"\") lookup and returns ErrLackSession. Per the MCP\n   cancellation spec, a cancellation for an unknown/\n[…]\nspecified only\n   for servers that require a session id). Mirrors handleGet's stateless 405.\n\nBoth paths are covered by new tests.\n\nCo-Authored-By: Claude Opus 4.8 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: stateless transport should ignore unmatched cancellations and re…",
          "author_name": "Yosi Zelensky",
          "author_login": "yosizelensky",
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          "body": "…e-event-stream\n\nfix: use HasPrefix for text/event-stream content-type check",
          "is_bot": false,
          "headline": "Merge pull request #201 from jesse-engineer/fix/issue-200-content-typ…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-05-15T17:10:25Z",
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          "is_coding_agent": false
        },
        {
          "oid": "944f183883bda31caccc5ec318599b4c4d711ec0",
          "body": "Some servers or reverse proxies (e.g., nginx) append '; charset=utf-8'\nto the Content-Type header, resulting in 'text/event-stream; charset=utf-8'.\nThe strict equality check fails in this case, causing the error:\n'unexpected content type: text/event-stream; charset=utf-8'.\n\nUse strings.HasPrefix for text/event-stream check, consistent with how\napplication/json is already handled.\n\nFixes #200",
          "is_bot": false,
          "headline": "fix: use HasPrefix for text/event-stream content-type check",
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          "author_login": "jesse-engineer",
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          "body": "…-union-type\n\nfix(protocol): JSON Schema type union for remote tool schemas (#198)",
          "is_bot": false,
          "headline": "Merge pull request #199 from jesse-engineer/fix/issue-198-json-schema…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-04-16T15:28:42Z",
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        },
        {
          "oid": "7deec56b65b63118ef6436291e6e057b37d9f1bc",
          "body": "Replace slices.Equal with a small equalPropertyType helper; std slices\nrequires Go 1.21+.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "test(protocol): drop slices package for Go 1.18 CI",
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          "author_login": "jesse-engineer",
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          "body": "Cover union type arrays on nested properties and schemas containing $ref\nso ListToolsResult unmarshaling stays compatible with remote servers.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "test(protocol): add regression for issue #198 ListTools JSON decode",
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          "body": "…schema-union-type\n\nResolve test conflicts: PropertyType + []any enums; fix middleware example Property literals.\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "Merge remote-tracking branch 'upstream/main' into fix/issue-198-json-…",
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          "body": "Property.Type is now PropertyType ([]DataType) with custom JSON\nmarshal/unmarshal so remote tool schemas like type: [\"string\",\"number\"]\ndecode correctly (e.g. MCP ListTools). Validation treats multiple types as a union.\n\nAdds regression tests for unmarshaling and union validation.\n\nFixes ThinkInAIXYZ/go-mcp#198\n\nMade-with: Cursor",
          "is_bot": false,
          "headline": "fix(protocol): support JSON Schema type as string or array (union)",
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          "body": "…gnore-session-id\n\nfix: ignore session ID header in stateless mode",
          "is_bot": false,
          "headline": "Merge pull request #197 from groundcover-com/amiryona/fix-stateless-i…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2026-04-06T12:42:35Z",
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        },
        {
          "oid": "cbd018b0aa2f3e2ca6fcbf3be543a88673b19439",
          "body": "In stateless mode, MCP proxies (e.g. TrueFoundry) may forward\nMcp-Session-Id headers from clients. Since the stateless server\ndoesn't track sessions, these requests were rejected with\nErrLackSession before any tool execution could occur.\n\nNow in stateless mode, the session ID header is ignored in handlePost,\nallowing proxied requests to proceed normally.\n\nResolves: CS-231",
          "is_bot": false,
          "headline": "fix: ignore session ID in stateless mode to prevent proxy rejection",
          "author_name": "Amir Yona",
          "author_login": "amiryona-groundcover",
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          "headline": "Merge pull request #194 from luopengift/main",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "update: client add http headers",
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          "oid": "e4ddb62a500b553dd4a59b8e748dd1e37f09825d",
          "body": "feat: schema add default",
          "is_bot": false,
          "headline": "Merge pull request #193 from jesse-engineer/feat/schema_add_default",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2025-09-18T12:52:11Z",
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          "is_bot": false,
          "headline": "feat: schema add default",
          "author_name": "jesse-engineer",
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          "body": "Feature/add tool filter support",
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          "headline": "Merge pull request #191 from lengyue1084/feature/add-tool-filter-support",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2025-09-08T05:56:45Z",
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          "body": null,
          "is_bot": false,
          "headline": "fix: lint err",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
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          "is_bot": false,
          "headline": "fix: lint err",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-08T02:55:22Z",
          "body_truncated": false,
          "is_coding_agent": false
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          "oid": "f1a31a9113cdf427682193421494bb15464f78cb",
          "body": "-Change toolFilters from slicing to a single function type\n-Update ToolFilter related interfaces and implementation\n-Modify the execution method of tool list filtering",
          "is_bot": false,
          "headline": "fix: Refactoring tool list filtering logic",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-08T02:15:02Z",
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          "oid": "2ff10be8e48f0ff8330d81b595a4ab3087d2fc72",
          "body": null,
          "is_bot": false,
          "headline": "feat: add tool list filter example",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-06T09:21:07Z",
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        },
        {
          "oid": "d46cb90a2246f8a0240609259038fd60c94f866c",
          "body": "-Add the toolFilters field to the Server structure to store tool list filters\n-Apply filters when processing tool list requests\n-Provide AddToolFilter and ClearToolFilters methods to support the addition and removal of filters",
          "is_bot": false,
          "headline": "feat: add tool list filtering function",
          "author_name": "lengyue1084",
          "author_login": "lengyue1084",
          "committed_at": "2025-09-06T09:19:54Z",
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          "body": "…tbeat_cancel\n\nfeat: streamable http server heartbeat add cancel",
          "is_bot": false,
          "headline": "Merge pull request #189 from jesse-engineer/feat/streamable_http_hear…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "headline": "feat: streamable http server heartbeat add cancel",
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          "oid": "59a5a0b03682a4db9d1e89e3a34463ff110d8b34",
          "body": "feat: optimize ch close Judgement",
          "is_bot": false,
          "headline": "Merge pull request #188 from jesse-engineer/feat/optimize_dequeueMessage",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
          "committed_at": "2025-08-17T10:10:33Z",
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          "is_bot": false,
          "headline": "feat: optimize ch close Judgement",
          "author_name": "jesse-engineer",
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          "body": "tool outputSchema",
          "is_bot": false,
          "headline": "Merge pull request #187 from uuclove1992/main",
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          "author_login": "jesse-engineer",
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          "headline": "Merge pull request #185 from jesse-engineer/fix/lint_error",
          "author_name": "Jesse",
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          "body": "New: Global middleware",
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          "headline": "Merge pull request #183 from ProgrammerPlus1998/main",
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          "author_login": "jesse-engineer",
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          "headline": "New: Global middleware",
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          "headline": "New: Global middleware",
          "author_name": "xiechen",
          "author_login": "ProgrammerPlus1998",
          "committed_at": "2025-07-23T16:00:30Z",
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          "headline": "New: Global middleware",
          "author_name": "xiechen",
          "author_login": "ProgrammerPlus1998",
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          "headline": "New: Global middleware",
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          "body": "feat: optimization list tool parse",
          "is_bot": false,
          "headline": "Merge pull request #184 from jesse-engineer/feat/list_tool_parse",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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          "is_bot": false,
          "headline": "docs: update image",
          "author_name": "jesse-engineer",
          "author_login": "jesse-engineer",
          "committed_at": "2025-07-23T11:57:50Z",
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          "headline": "feat: optimization list tool parse",
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          "headline": "New: Global middleware",
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          "body": "…ocol-version-negotiation\n\nfix initialize protocol version negotiation",
          "is_bot": false,
          "headline": "Merge pull request #180 from groundcover-com/yosi/fix-initialize-prot…",
          "author_name": "Jesse",
          "author_login": "jesse-engineer",
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                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool detected but not run on all commits",
                "points": 4.5,
                "status": "partial",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file not detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "GitHub workflow tokens follow principle of least privilege",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 6 resolved dependencies against OSV. This repository publishes no package the index resolves, so the repository dependency graph was assessed instead. That graph mixes development and test pins with shipped dependencies, so only the declared runtime dependencies are scored; transitive findings are reported as context and excluded from the score. Reachability is not analyzed.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "indirect_dependencies_free_of_known_advisories",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 6
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 0,
              "affected_packages": 0,
              "assessed_packages": 6,
              "unassessed_packages": 0,
              "affected_by_severity": "none",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 6,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 3
            },
            "components": [
              {
                "key": "policy_exposure_multiplier",
                "name": "Policy exposure multiplier",
                "detail": "no confirmed policy-scope location match",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "jurisdiction_no_match",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
      },
      {
        "key": "ai_readiness",
        "band": "moderate",
        "name": "AI Readiness",
        "value": 63,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.84,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "84 of 100 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 84,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 76,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [
                "go.mod"
              ],
              "dependency_bot_commit_share": 0
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": "Makefile",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Makefile"
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "automated_tests",
                "name": "Automated tests",
                "detail": null,
                "points": 22,
                "status": "met",
                "details": [],
                "max_points": 22
              },
              {
                "key": "lint_format_config",
                "name": "Lint / format config",
                "detail": ".golangci.yml",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": "Go (statically typed)",
                "points": 11,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": "lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "2 of the last 100 commits agent-authored or agent-credited",
                "points": 4,
                "status": "partial",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 2,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "no automated dependency updates observed",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_dependency_automation",
                    "params": {}
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "excellent",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "primary_language": "Go",
              "largest_source_bytes": 26623,
              "source_files_sampled": 71,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Go (statically typed)",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "statically_typed_language",
                    "params": {
                      "language": "Go"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/71 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 71,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "has_mcp_signal": false,
              "api_schema_files": []
            },
            "components": [
              {
                "key": "api_schema_openapi_graphql_proto",
                "name": "API schema (OpenAPI/GraphQL/proto)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 40
              },
              {
                "key": "mcp_server",
                "name": "MCP server",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-27T18:38:41.424244Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/t/ThinkInAIXYZ/go-mcp.svg",
  "full_name": "ThinkInAIXYZ/go-mcp",
  "license_state": "standard",
  "license_spdx": "MIT"
}

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 agregadasGo.