Registro público
Informe de salud del softwareesquema 0.27.0 · métricas 1.13.0 · 2026-07-24 23:21 UTC

anatolykoptev / go-mcpserver

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

GoApache-2.0★ 1 estrella⑂ 0 forksdesde mar 2026Ver en GitHub ↗

anatolykoptev/go-mcpserver tiene un índice de salud de 57 sobre 100, lo que lo sitúa en la banda Moderado. Su puntuación más alta es Vitality (78/100) y la más baja, Community & Adoption (24/100). Se actualizó por última vez hace 5 días. Una sola persona concentra la mayor parte del trabajo reciente.

57
global / 100
Moderado

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.

57
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

Anatoly KoptevCuenta personal
12 seguidores91 repositorios públicosdesde oct 2025oxpulse.chat

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

RegistroPaqueteVersiónDescargas / mesVersionesÚltima publicación
Gogithub.com/anatolykoptev/go-mcpserverv0.18.0-24hace 5 días

Métricas por categoría

Vitalidad

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

78Bueno · 22% del índice global
Cómo se puntúa
36/36Recencia de push — último push hace 5 días
6.9/36Cadencia de commits — 10/52 semanas con commits
14.8/18Volumen de commits — 43 commits en el último año
10/10OpenSSF Scorecard: Maintained — 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
Datos de entrada utilizados
commits_last_year43
human_commit_share1
days_since_last_push5
active_weeks_last_year10
Cómo se puntúa
27/27Publica versiones — 4 versiones publicadas
36/36Recencia de las versiones — última versión hace 6 días
19.8/27Cadencia de publicación — una versión cada ~45,5 días
0/10OpenSSF Scorecard: Signed-Releases — sin datos
Datos de entrada utilizados
releases_count4
latest_release_tagv0.16.0
releases_from_tagsno
days_since_latest_release6
mean_days_between_releases45,5
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?

24Crítico · 18% del índice global
Cómo se puntúa
0/60Estrellas — 1 estrellas
0/25Forks — 0 forks
0/15Observadores — 0 observadores
Datos de entrada utilizados
forks0
stars1
watchers0
growth_stateunverified
growth_factor_pct100
growth_unverified_reasonno_history
Cómo se puntúa
22.5/22.5README
22.5/22.5Licencia — licencia reconocida (Apache-2.0)
0/18Guía CONTRIBUTING
0/13.5Código de conducta
0/7.2Plantilla de issues
0/6.3Plantilla de PR
Datos de entrada utilizados
has_readme
has_license
has_contributingno
has_issue_templateno
has_code_of_conductno
has_pull_request_templateno

Sostenibilidad y Gobernanza

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

55Moderado · 24% del índice global
Cómo se puntúa
9/54Factor bus — la mitad de los commits recae en 1 contribuyente(s)
0.5/22.5Distribución de commits — el principal contribuyente firma el 98% de los commits
2.7/13.5Amplitud de contribuyentes — 2 contribuyentes
3/10OpenSSF Scorecard: Contributors — project has 1 contributing companies or organizations -- score normalized to 3
Datos de entrada utilizados
bus_factor1
contributors_sampled2
top_contributor_share0,977
Cómo se puntúa
44.1/46.8Resolución de issues — 94% de issues cerradas
38.2/38.3Aceptación de PR — 11/11 PR decididos fusionados
0/15OpenSSF Scorecard: Code-Review — Found 0/30 approved changesets -- score normalized to 0
Datos de entrada utilizados
merged_prs11
open_issues1
closed_issues17
issue_closed_ratio0,944
closed_unmerged_prs0
Cómo se puntúa
10/30Respaldo de la propiedad — cuenta personal (usuario)
0/20Dominio verificado — no aplicable a cuentas de usuario
8/25Alcance del propietario — 12 seguidores de anatolykoptev
14.5/25Trayectoria — 91 repos públicos, cuenta de ~0 años
Datos de entrada utilizados
followers12
owner_typeUser
is_verified
owner_loginanatolykoptev
public_repos91
account_age_days273
Excluidos de la puntuación (sin datos o no aplicable): Dominio verificado. Los pesos restantes se han renormalizado.
Cómo se puntúa
25/25Publicado y resoluble — 1 paquete(s) en go
35/35Recencia de publicación — última publicación hace 5 días
20/20Historial de versiones — 24 versiones en el registro
20/20No obsoleto — activo, ni obsoleto ni retirado
Datos de entrada utilizados
packagesgithub.com/anatolykoptev/go-mcpserver
ecosystemsgo
any_deprecatedno
min_days_since_publish5

Calidad de Ingeniería

¿Existen unas prácticas mínimas de ingeniería y documentación?

76Bueno · 20% del índice global
Cómo se puntúa
24/24Flujos de trabajo de CI — 1 flujo(s) de trabajo
24/24Pruebas presentes
16/16Configuración de linter — .golangci.yml
9.6/9.6Hooks de pre-commit
0/6.4.editorconfig
12/20OpenSSF Scorecard: CI-Tests — 7 out of 11 merged PRs checked by a CI test -- score normalized to 6
Datos de entrada utilizados
has_ci
has_tests
has_editorconfigno
has_linter_config
has_precommit_config

Documentación

60Moderado
Cómo se puntúa
30/30README
0/25Directorio de documentación
0/15Sitio de documentación / página del proyecto
10/10Descripción del repositorio
10/10Topics — 6 topics
10/10Wiki
Datos de entrada utilizados
topicsboilerplate, framework, go, golang, mcp, mcp-server
has_wiki
homepage
has_readme
has_docs_dirno
has_description

Seguridad

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

45En riesgo · 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
1.5/2.5CI-Tests — 7 out of 11 merged PRs checked by a CI test -- score normalized to 6
0/2.5CII-Best-Practices — no effort to earn an OpenSSF best practices badge detected
0/7.5Code-Review — Found 0/30 approved changesets -- score normalized to 0
0.8/2.5Contributors — project has 1 contributing companies or organizations -- score normalized to 3
10/10Dangerous-Workflow — no dangerous workflow patterns detected
0/7.5Dependency-Update-Tool — no update tool detected
0/5Fuzzing — project is not fuzzed
2.5/2.5Licencia — license file detected
7.5/7.5Maintained — 15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
0/5Packaging — sin datos
0/5Pinned-Dependencies — dependency not pinned by hash detected -- score normalized to 0
0/5SAST — SAST tool is not run on all commits -- score normalized to 0
5/5Security-Policy — security policy file detected
0/7.5Signed-Releases — sin datos
0/7.5Token-Permissions — detected GitHub workflow tokens with excessive permissions
6.8/7.5Vulnerabilities — 1 existing vulnerabilities detected
Datos de entrada utilizados
sourceopenssf_scorecard
checks_evaluated16
scorecard_versionv5.5.0
checks_inconclusive2
scorecard_aggregate4,5
Excluidos de la puntuación (sin datos o no aplicable): 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.

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 — 42 de 43 commits humanos declaran su intención (asunto estructurado o cuerpo explicativo)
Datos de entrada utilizados
has_llms_txtno
legible_history_share0,977
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
10/10Práctica demostrada con agentes — 31 de los últimos 43 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_share0,721
toolchain_manifestsgo.mod
dependency_bot_commit_share0
Cómo se puntúa
45/45Código verificable por tipos — Go (tipado estático)
55/55Tamaños de archivo manejables — 0/27 archivos fuente de más de 60 KB
Datos de entrada utilizados
primary_languageGo
largest_source_bytes38.400
source_files_sampled27
oversized_source_files0
Cómo se puntúa
0/40Esquema de API (OpenAPI/GraphQL/proto)
20/20Servidor MCP
0/40Ejemplos ejecutables
Datos de entrada utilizados
example_dirs
has_mcp_signal
api_schema_files

Datos clave

1estrellas de GitHub
2contribuidores
43commits en los últimos 12 meses
5días desde el último push
4versiones publicadas
1factor bus
1issues abiertas
Goecosistemas de paquetes

Advertencias de recopilación de datos

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

Más detalle

OpenSSF Scorecard 4.5 / 10
4.5agregado

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 · 2026-07-24 23:20 UTC

10Binary-Artifactsno binaries found in the repo
0Branch-Protectionbranch protection not enabled on development/release branches
6CI-Tests7 out of 11 merged PRs checked by a CI test -- score normalized to 6
0CII-Best-Practicesno effort to earn an OpenSSF best practices badge detected
0Code-ReviewFound 0/30 approved changesets -- score normalized to 0
3Contributorsproject has 1 contributing companies or organizations -- score normalized to 3
10Dangerous-Workflowno dangerous workflow patterns detected
0Dependency-Update-Toolno update tool detected
0Fuzzingproject is not fuzzed
10Licenselicense file detected
10Maintained15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10
n/dPackagingpackaging workflow not detected
0Pinned-Dependenciesdependency not pinned by hash detected -- score normalized to 0
0SASTSAST tool is not run on all commits -- score normalized to 0
10Security-Policysecurity policy file detected
n/dSigned-Releasesno releases found
0Token-Permissionsdetected GitHub workflow tokens with excessive permissions
9Vulnerabilities1 existing vulnerabilities detected
Dependencias directas 2
RegistroPaqueteRestricción de versiónManifiesto
Gogithub.com/google/jsonschema-gov0.4.3go.mod
Gogithub.com/modelcontextprotocol/go-sdkv1.6.1go.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
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          "oid": "06b937a6083b7d199e7a8a4fb68ed3c869bcb563",
          "body": "…/Build; fix stale ConfigureServer comment (#28)\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "headline": "feat: add Serve single-entry API; warn on server-only opts set on Run…",
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        {
          "oid": "b5f85397a66d7b8327239b3533f63022d08e0595",
          "body": "Long-running tool calls were abandoned client-side while the server kept\nworking. Root cause: with Stateless=true (default) + JSONResponse=true, the\nserver can send neither ping requests (rejected in stateless mode) nor interim\nbytes (single buffered JSON body) — so a 60-90s tool call sends zero byt\n[…]\ne for services that do\nnot set the new fields. Tests cover the heartbeat over a real streamable client\nand the tier resolution.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
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          "headline": "feat: tool keepalive heartbeat + named tool-timeout tiers (#27)",
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          "oid": "789e8079dac846098f1afcaa4f96e55206bb200c",
          "body": "Previously Run() hardcoded Addr to \":\"+Port (all interfaces). Consumers\nneeding loopback-only binding (e.g. dozor's DOZOR_BIND_HOST=127.0.0.1)\nhad no way to control the bind address.\n\nAdd Config.Host field (empty → 0.0.0.0, preserving existing default).\nRun() now uses net.JoinHostPort(cfg.Host, cfg.\n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add Config.Host field for custom bind address (#26)",
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          "oid": "d31db58c144c534759eeb2f0482ffe548d76a693",
          "body": "…#24) (#25)\n\nThe REST bridge safety-net goroutine in startRESTBridge listened on the\nsame context (sigCtx) that Run() uses for signal handling. When a signal\narrived, the goroutine fired immediately and called session.Close() —\nbefore srv.Shutdown() drained in-flight HTTP requests. This defeated the\n[…]\n\n  before srv.Shutdown() → must not get session-closed error\n\nCloses #24\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "oid": "c2efe2d2045a9be62d54ac63b918e6f2235cc7a7",
          "body": "…go-sdk (#23)\n\nThree go-sdk v1.6.x capabilities that go-mcpserver wasn't exposing:\n\n- NewServer(impl, cfg) wrapper — creates *mcp.Server with ServerOptions\n  derived from Config (KeepAlive, SchemaCache). These can only be set at\n  server creation time, so a wrapper is needed. Run/Build still apply\n \n[…]\n\n\nGenerated with [Devin](https://devin.ai)\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "body": "* fix: bug-hunt 2026-07-17 — 11 fixes for CRITICAL/HIGH/MEDIUM bugs\n\nBug-hunt council found 13 bugs (verdict: BROKEN). This commit fixes 11:\n\n- [CRITICAL] ToolTimeoutMiddleware goroutine leak — add MaxConcurrentTools\n  semaphore (default 100) to bound worker goroutines (#7)\n- [CRITICAL] mcpclient Fi\n[…]\n[bot]@users.noreply.github.com>\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Devin <158243242+devin-ai-integration[bot]@users.noreply.github.com>",
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          "oid": "80664b0ee27da7c37880ecbef3df69da2ae648f6",
          "body": "… drops (#5)\n\n* fix: set http.Server IdleTimeout (default 5m) to stop idle keep-alive drops\n\nWithout IdleTimeout, Go net/http uses ReadTimeout (30s default) as the\nkeep-alive idle timeout. This caused pooled MCP connections to be closed\nafter 30s of inactivity, dropping the first tool call after a p\n[…]\n Add context import to health_test.go\n- Suppress cyclop on Run() with nolint directive (inherent fan-out complexity)\n\n---------\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "fix: set http.Server IdleTimeout (default 5m) to stop idle keep-alive…",
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          "oid": "4bcdb784ccf36a2521e7a52899ce9a4803e6d2a9",
          "body": "…ClientTransport (#4)\n\nCentralizes the inter-service MCP client that 7 services hand-rolled with 5\ndivergent behaviors (missing Accept header, no SSE-frame strip, request-ctx\ncancellation, no-timeout DefaultClient). Delegates wire/Accept/SSE/reconnect to\nthe go-sdk transport; adds the krolik convent\n[…]\nnal Bearer). CallText/Call/Fire + functional options. No new\ngo.mod dep (go-sdk already present). Consumers migrate in Phase 2.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add mcpclient — thin reusable MCP client over go-sdk Streamable…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-27T00:44:37Z",
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          "body": null,
          "is_bot": false,
          "headline": "chore: relicense from MIT to Apache 2.0",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T12:31:58Z",
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          "oid": "efa0c5ae1e6fbc50baf9c7d061e83444afff8556",
          "body": null,
          "is_bot": false,
          "headline": "docs: add security policy",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T11:48:21Z",
          "body_truncated": false,
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          "oid": "93f649efded01d0a459b3209b333e742be7de1df",
          "body": null,
          "is_bot": false,
          "headline": "chore: add MIT license",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T11:48:14Z",
          "body_truncated": false,
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          "oid": "812c26d200530b5c9e47efc5391906f73a2373e2",
          "body": null,
          "is_bot": false,
          "headline": "chore: remove CLAUDE.md from tracking (operator-only)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-08T11:48:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "320a20297683fe063622ef140168a80e2e64c3dd",
          "body": "Ten findings from the 2026-05-06 internal audit, bundled into one\ncommit because the new test suite (audit_test.go) covers all of them\nand the pre-commit golangci-lint hook fails on partial states.\n\nMAJOR1 — auth.go: StaticTokenVerifier compared the pre-shared token\nwith naive == string equality, le\n[…]\nlangci-lint run ./... — no new issues vs. master baseline.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: 2026-05-06 audit batch — 5 MAJOR + 4 MINOR fixes (#3)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-05-06T07:22:36Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "c8caaba317f8d6709e9d3eaf88fda658af0b9cb0",
          "body": "Heavy tools like wp_research/wp_enrich/code_search routinely exceed 60s\n(SearXNG + scrape + LLM extraction). Consumers can still override\nper-tool via ToolTimeouts map.\n\nCo-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: raise default tool timeout from 60s to 90s",
          "author_name": "krolik",
          "author_login": "Rabbittoly",
          "committed_at": "2026-04-30T21:43:09Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "28888defe360402e53e8fddcd06f3b50d6043e0e",
          "body": "Build + test on push and PR.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "ci: add initial CI workflow (#2)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-25T06:29:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "92bf0af98a2520d673b96a95e55187ebf9b1cf71",
          "body": "Subagent worktrees (.claude/) and superpowers planning docs are\ninternal process artifacts — exclude from this public repo.\n\nCo-authored-by: Anatoly Koptev <anatolykoptev@users.noreply.github.com>\nCo-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "chore: gitignore internal planning docs (#1)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-25T06:28:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "7a9744dbc765b688fd2aff645e45c75b4e6da32c",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): bump go-sdk v1.5.0, x/sys v0.43.0, x/tools v0.44.0",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:26:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b90af6707eec9b1be1e628d9e653e35cc76a38f2",
          "body": "Extract toolResponseSchema and toolResponses as package-level vars.\nExtract buildRequestBody helper. buildToolPath is now a thin assembler.",
          "is_bot": false,
          "headline": "refactor: reduce buildToolPath nesting from 9 to 2",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:26:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6c47d05e007dca0d2f72dfe25b12b8832029abfc",
          "body": "- Add toolsByName map for O(1) lookup in handleGetTool (was O(n) scan)\n- Unify error responses: all 400/404 now go through writeError for\n  consistent JSON format and logging",
          "is_bot": false,
          "headline": "fix: O(1) tool lookup + consistent error format in REST bridge",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:21:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6f9ab736b60d4ef49b7a427e91a7a3534eb97978",
          "body": "Security: path traversal, null bytes, XSS injection, command injection\nConcurrency: 50 goroutines, race detector clean\nEdge cases: body limits, method filtering, empty server, timeout, loopback bypass\nFix: return empty array instead of null for empty tools list",
          "is_bot": false,
          "headline": "test: add 11 hard edge-case tests for REST bridge (86 subtests)",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T05:08:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5b8e7c64af637632affd20ce3bc55e714b9d42d7",
          "body": "Add RESTBridge option to Config that automatically exposes all registered\nMCP tools as REST endpoints via an in-process InMemoryTransport client.\n\nEndpoints:\n- GET  /api/tools           — list all tools with schemas\n- GET  /api/tools/{name}    — single tool schema\n- POST /api/tools/{name}    — call \n[…]\nto-generated OpenAPI 3.1 spec\n\nSecurity: BearerAuth wraps REST routes when configured. Request body\ncapped at 1MB. Tool names validated against [a-zA-Z0-9_-]+. Session\ncleanup on context cancellation.",
          "is_bot": false,
          "headline": "feat: REST bridge — auto-generate REST API from MCP tools",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-16T04:48:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "630b8015b6a79cbf7fa49e4757a6912659e8b5c2",
          "body": "30s was too aggressive for heavy tools like code_research with\ncall-graph analysis. Consumers can still override per-tool via\nToolTimeouts config.\n\nAlso updates deps and fixes CLAUDE.md consumer name.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: increase default tool timeout from 30s to 60s",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-04-12T02:53:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f3a03bee00fbdb4f3e96b311a7580edeaefd666c",
          "body": "Adds ToolTimeoutMiddleware that prevents tool calls from hanging forever.\n\nTimeout resolution (first wins):\n1. timeout_secs in tool call args (LLM per-request override)\n2. Config.ToolTimeouts[toolName] (per-tool config)\n3. Config.ToolTimeout (global default, 30s)\n\nOn timeout, returns an error result with clear message instead of hanging.\nMiddleware is auto-applied to all servers — no opt-in needed.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: tool execution timeout middleware with 3-level resolution",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-31T18:22:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "68d681e3208c904c6746cf4e9bbdb4ad83eb5c7a",
          "body": "Go's http.Server.WriteTimeout is global — kills SSE streams for any tool\ncall exceeding the deadline. MCP tools manage their own timeout via\ncontext.WithTimeout, so the server-level WriteTimeout is now disabled (0).\n\nThis prevents silent drops for long-running tools (crawl, site_audit,\nsecurity_scan full) that exceed the old 120s default.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: disable WriteTimeout by default for SSE compatibility",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-31T17:38:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "4560158c63fcac9c8afc0f5caf68367372e52455",
          "body": "- AddTool no longer panics on unsupported jsonschema tags (e.g. description=,\n  enum=). Falls back to open schema with a warning log instead of crashing\n  the server. All 10+ consumers benefit.\n- MemoryEventStore enabled by default — prevents lost SSE events after\n  MCP reconnect. Consumers no longer need to opt in manually.\n\nCo-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: graceful schema fallback + EventStore by default",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-31T17:33:10Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "275c207a4490b7babe56008d32addcefcaf434f6",
          "body": "Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add LoopbackBypass to BearerAuth — skip auth for 127.0.0.1/::1",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-23T00:52:57Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "43bfa178cbcb038bf4cc9fb0afb29d175ab494a4",
          "body": "*bool fields generate Types: [\"null\", \"boolean\"] instead of Type: \"boolean\".\nAdded propType() helper to extract effective non-null type from either form.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: support nullable bool (*bool) in string coercion",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:52:31Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ecd5fccda869724a90596a388d7b981f41a4d5d7",
          "body": "- BearerAuth.ToolFilter: per-scope tool filtering on tools/list and tools/call\n- NewTestServer(t, server, cfg): httptest convenience with auto-cleanup\n- MCPHooks{OnToolCall, OnToolResult, OnError}: typed callbacks for metrics/tracing\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.6.0 — tool scope filtering, TestServer, MCPHooks",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:52:00Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "0224a2a506f6725b3b4a342c3fee23ebe6dca220",
          "body": "mcpserver.AddTool wraps Server.AddTool with automatic coercion of\nstring values to their schema-declared types before validation.\nLLMs frequently send \"true\" instead of true or \"5\" instead of 5.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: AddTool with lenient string-to-type coercion",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:49:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "611ce6dddd90bc26f2382e0ef678264acfa21c30",
          "body": "Based on competitive analysis of FastMCP Python, mark3labs/mcp-go,\npunkpeye/fastmcp TS, and mcp-framework TS.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add v0.6.0 roadmap: tool scope filtering, test helpers, MCPHooks",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-03T01:24:08Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "8f96e9a43e82df263d1502b38644da75912c945c",
          "body": "Convenience function for internal services that need simple\nbearer token auth without full OAuth flow.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add StaticTokenVerifier helper for pre-shared token auth",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T23:32:33Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "f0418c8168d6680ad715039ef217ef36b5241816",
          "body": "Add MCP-layer middleware pass-through (MCPReceivingMiddleware/MCPSendingMiddleware),\nexpose StreamableHTTP options (SessionTimeout, EventStore, JSONResponse, MCPLogger),\nand OAuth 2.1 bearer token auth wrapping /mcp only with RFC 9728 metadata endpoint.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.5.0 — MCP middleware, StreamableHTTP options, OAuth bearer auth",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T23:04:14Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "3e788de24a608e771592022f419dcc708a5273b1",
          "body": "…questID\n\n- Config.DisableMCP: skip /mcp route registration for pure HTTP bootstrap\n- Config.Stateless *bool: nil defaults to true, *false enables sessions\n- Build() constructor: returns http.Handler for testing/embedding\n- responseWriter.Flush(): http.Flusher for SSE through middleware\n- WithRequestID(): context helper for consumer tests\n- Extracted responseWriter to response_writer.go (middleware.go 204→180)\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.4.0 — DisableMCP, Stateless toggle, Build(), Flusher, WithRe…",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T22:03:44Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "14159a5f966df0aaba4c9d405a3f4eb02e89adba",
          "body": "go-billing migration deferred to v0.4.0 (needs DisableMCP flag).\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "docs: mark gigiena-teksta migration as complete",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T21:24:47Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "398cd8c021a7250e12680b63ed914f7b373f49b1",
          "body": "JSON injection in health (quotes, backslash, XSS, unicode, null bytes),\nreadiness error escaping, config validation edge cases, pre-cancelled\ncontext, CORS empty origins/Vary/Max-Age on GET, responseWriter guards.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "test: add hard red tests for v0.3.0 edge cases",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T21:06:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "df83a4bc70bf5d753192e86c740ffbb484ab0420",
          "body": "- Add Config.Context for external context injection (solves double signal handler)\n- Add CORSMaxAge and CORSAllowHeaders for configurable CORS preflight\n- Add Config validation (Name and Version required)\n- Replace health JSON string concat with json.Marshal for safety\n- Bump go-sdk v1.3.1 → v1.4.0\n- Extract Config to config.go, update README with full v0.3.0 API\n- Add ROADMAP.md with v0.4.0 planned items\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: v0.3.0 — Context field, CORS Max-Age, config validation, SDK bump",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T20:13:34Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "56775129f806b18d52fd07016225fcb7dc63f056",
          "body": "- Replace inline recoveryMiddleware with Chain()+buildMiddleware()\n- Replace inline /health with registerHealth()\n- Add Config fields: Middleware, CORSOrigins, DisableRequestLog\n- Remove tests moved to middleware_test.go and health_test.go\n- Add TestBuildMiddleware (4 subtests)\n- Integration test now verifies X-Request-ID and /health/live\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "refactor: wire middleware chain into Run(), update tests",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:13:39Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "a080f30285c44a384d50b51613ddfe02a1a61b4c",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add liveness and readiness health endpoints",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:10:23Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "ac9baca2ff8fdb28f51166885564ff8fb8bca35d",
          "body": "- Initialize responseWriter.status to http.StatusOK so handlers that\n  never call WriteHeader/Write log correct 200 status\n- Add Vary: Origin header for non-wildcard CORS responses to prevent\n  cache poisoning\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "fix: responseWriter default status + Vary: Origin in CORS",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:08:26Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "6d7d1873ec8e437f9045d32cac7e64d76e40d952",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "feat: add middleware chain with recovery, requestID, logging, CORS",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-02T10:05:07Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "edfcd4f83b4adf9160bff5704c52558c16db376b",
          "body": "Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Add README with usage examples and API reference",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-01T04:53:41Z",
          "body_truncated": false,
          "is_coding_agent": true
        },
        {
          "oid": "37ef74a22c218c36e03ba694da9d10ce8508c700",
          "body": "MCP server bootstrap that eliminates ~80 lines of boilerplate shared across\n7 Go MCP servers: stdio detection, slog setup, signal handling, StreamableHTTP\nhandler, /mcp routes, /health endpoint, recovery middleware, graceful shutdown.\n\nCo-Authored-By: Claude Opus 4.6 <noreply@anthropic.com>",
          "is_bot": false,
          "headline": "Initial implementation of go-mcpserver bootstrap library",
          "author_name": "Anatoly Koptev",
          "author_login": "anatolykoptev",
          "committed_at": "2026-03-01T04:49:54Z",
          "body_truncated": false,
          "is_coding_agent": true
        }
      ],
      "releases_count": 4,
      "commits_last_year": 43,
      "latest_release_at": "2026-07-18T19:27:08Z",
      "latest_release_tag": "v0.16.0",
      "releases_from_tags": false,
      "days_since_last_push": 5,
      "active_weeks_last_year": 10,
      "days_since_latest_release": 6,
      "mean_days_between_releases": 45.5
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": false,
      "health_percentage": 57,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
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          },
          {
            "key": "stewardship",
            "band": "at_risk",
            "name": "Ownership & stewardship",
            "note": "Excluded from scoring (no data or not applicable): Verified domain. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "verified_domain"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 41,
            "inputs": {
              "followers": 12,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "anatolykoptev",
              "public_repos": 91,
              "account_age_days": 273
            },
            "components": [
              {
                "key": "ownership_backing",
                "name": "Ownership backing",
                "detail": "personal (user) account",
                "points": 10,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_personal",
                    "params": {}
                  }
                ],
                "max_points": 30
              },
              {
                "key": "verified_domain",
                "name": "Verified domain",
                "detail": "not applicable to user accounts",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_applicable_to_user_accounts",
                    "params": {}
                  }
                ],
                "max_points": 20
              },
              {
                "key": "owner_reach",
                "name": "Owner reach",
                "detail": "12 followers of anatolykoptev",
                "points": 8,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 12,
                      "login": "anatolykoptev"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "91 public repos, account ~0 yr old",
                "points": 14.5,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 91
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 0
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "excellent",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "github.com/anatolykoptev/go-mcpserver"
              ],
              "ecosystems": "go",
              "any_deprecated": false,
              "min_days_since_publish": 5
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on go",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "go"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 5 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 5
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "24 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 24
                    }
                  }
                ],
                "max_points": 20
              },
              {
                "key": "not_deprecated",
                "name": "Not deprecated",
                "detail": "active, not deprecated or yanked",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "package_not_deprecated",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
      },
      {
        "key": "engineering",
        "band": "good",
        "name": "Engineering Quality",
        "value": 76,
        "weight": 0.2,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "excellent",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 86,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": true,
              "has_precommit_config": true
            },
            "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": ".golangci.yml",
                "points": 16,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": ".golangci.yml"
                    }
                  }
                ],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 9.6,
                "status": "met",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "7 out of 11 merged PRs checked by a CI test -- score normalized to 6",
                "points": 12,
                "status": "partial",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "moderate",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "topics": [
                "boilerplate",
                "framework",
                "go",
                "golang",
                "mcp",
                "mcp-server"
              ],
              "has_wiki": true,
              "homepage": null,
              "has_readme": true,
              "has_docs_dir": false,
              "has_description": true
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 30,
                "status": "met",
                "details": [],
                "max_points": 30
              },
              {
                "key": "documentation_directory",
                "name": "Documentation directory",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "repository_description",
                "name": "Repository description",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "topics",
                "name": "Topics",
                "detail": "6 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 6
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "at_risk",
        "name": "Security",
        "value": 45,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "at_risk",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging, Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging",
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 45,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 16,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 2,
              "scorecard_aggregate": 4.5
            },
            "components": [
              {
                "key": "binary_artifacts",
                "name": "Binary-Artifacts",
                "detail": "no binaries found in the repo",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "branch_protection",
                "name": "Branch-Protection",
                "detail": "branch protection not enabled on development/release branches",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "7 out of 11 merged PRs checked by a CI test -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "cii_best_practices",
                "name": "CII-Best-Practices",
                "detail": "no effort to earn an OpenSSF best practices badge detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "code_review",
                "name": "Code-Review",
                "detail": "Found 0/30 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "no update tool detected",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "15 commit(s) and 18 issue activity found in the last 90 days -- score normalized to 10",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "packaging",
                "name": "Packaging",
                "detail": "packaging workflow not detected",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "sast",
                "name": "SAST",
                "detail": "SAST tool is not run on all commits -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "security_policy",
                "name": "Security-Policy",
                "detail": "security policy file detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "signed_releases",
                "name": "Signed-Releases",
                "detail": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "1 existing vulnerabilities detected",
                "points": 6.8,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "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": 0.977,
              "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": "42 of 43 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 42,
                      "sampled": 43
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "good",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 82,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "go.sum"
              ],
              "has_dockerfile": false,
              "typed_language": true,
              "bootstrap_files": [
                "Makefile"
              ],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0.721,
              "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": "31 of the last 43 commits agent-authored or agent-credited",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "agent_authored_commits",
                    "params": {
                      "count": 31,
                      "sampled": 43
                    }
                  }
                ],
                "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": 38400,
              "source_files_sampled": 27,
              "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": "0/27 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 27,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "critical",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 20,
            "inputs": {
              "example_dirs": [],
              "has_mcp_signal": true,
              "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": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              },
              {
                "key": "runnable_examples",
                "name": "Runnable examples",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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",
    "GitHub dependency-graph SBOM unavailable (404); the dependency graph may be disabled for this repository"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-24T23:21:02.082372Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/anatolykoptev/go-mcpserver.svg",
  "full_name": "anatolykoptev/go-mcpserver",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}

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.