SepineTam / mcp-for-stata

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.

Conjunto completo de dependencias resueltas según el grafo de dependencias de GitHub: 16 paquetes directos y 80 indirectos (transitivos). El cierre transitivo es completo cuando el repositorio incluye un lockfile.

Este repositorio no publica ningún paquete que el índice resuelva, así que se evaluó su propio grafo de dependencias — 81 paquetes, que incluyen también fijaciones de desarrollo y prueba que nunca se distribuyen: 2 tienen avisos conocidos, de los cuales 1 son directas. 15 no pudieron evaluarse: sin versión resuelta, ecosistema no admitido, o fuera de la lista de paquetes informada.

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.

{
  "data": {
    "repo": {
      "topics": [
        "mcp",
        "stata",
        "econometrics",
        "ai-coding",
        "llm",
        "statistical-analysis",
        "empirical",
        "empirical-research",
        "social-science",
        "social-science-research"
      ],
      "is_fork": false,
      "size_kb": 8330,
      "has_wiki": true,
      "homepage": "https://www.aidea-labs.com/mcp-for-stata",
      "languages": {
        "Shell": 13224,
        "Stata": 119,
        "Python": 809052,
        "Batchfile": 5548,
        "PowerShell": 5221
      },
      "pushed_at": "2026-07-30T10:27:16Z",
      "created_at": "2025-03-28T04:27:09Z",
      "owner_type": "User",
      "updated_at": "2026-07-30T10:27:15Z",
      "description": "A MCP server for Stata to integrate Stata into your agent. ",
      "is_archived": false,
      "is_disabled": false,
      "license_spdx": "AGPL-3.0",
      "default_branch": "master",
      "license_spdx_raw": "AGPL-3.0",
      "primary_language": "Python",
      "significant_languages": [
        "Python"
      ]
    },
    "owner": {
      "blog": "sepinetam.com",
      "name": "S.Tam",
      "type": "User",
      "login": "SepineTam",
      "company": "Shanghai University",
      "location": "Chicago",
      "followers": 41,
      "avatar_url": "https://avatars.githubusercontent.com/u/165980942?v=4",
      "created_at": "2024-04-04T04:01:59Z",
      "is_verified": null,
      "public_repos": 104,
      "account_age_days": 847
    },
    "license": {
      "state": "standard",
      "spdx_id": "AGPL-3.0",
      "raw_spdx": "AGPL-3.0",
      "file_present": true,
      "scorecard_found": true,
      "profile_has_license": true
    },
    "activity": {
      "releases": [
        {
          "tag": "v1.21.3",
          "kind": "patch",
          "published_at": "2026-07-30T10:27:16Z"
        },
        {
          "tag": "v1.21.2",
          "kind": "patch",
          "published_at": "2026-07-28T10:36:16Z"
        },
        {
          "tag": "v1.21.1",
          "kind": "patch",
          "published_at": "2026-07-16T12:32:20Z"
        },
        {
          "tag": "v1.21.0",
          "kind": "minor",
          "published_at": "2026-07-11T12:27:52Z"
        },
        {
          "tag": "v1.20.2",
          "kind": "patch",
          "published_at": "2026-07-07T09:32:57Z"
        },
        {
          "tag": "v1.20.1",
          "kind": "patch",
          "published_at": "2026-06-19T04:04:49Z"
        },
        {
          "tag": "v1.20.0",
          "kind": "minor",
          "published_at": "2026-06-14T07:53:20Z"
        },
        {
          "tag": "v1.19.0",
          "kind": "minor",
          "published_at": "2026-06-09T05:50:08Z"
        },
        {
          "tag": "v1.18.2",
          "kind": "patch",
          "published_at": "2026-06-04T08:50:07Z"
        },
        {
          "tag": "v1.18.1",
          "kind": "patch",
          "published_at": "2026-06-03T11:30:29Z"
        },
        {
          "tag": "v1.18.0",
          "kind": "minor",
          "published_at": "2026-06-03T10:34:35Z"
        },
        {
          "tag": "v1.17.3",
          "kind": "patch",
          "published_at": "2026-05-19T16:50:31Z"
        },
        {
          "tag": "v1.17.2",
          "kind": "patch",
          "published_at": "2026-05-19T09:33:24Z"
        },
        {
          "tag": "v1.17.1",
          "kind": "patch",
          "published_at": "2026-05-18T11:00:10Z"
        },
        {
          "tag": "v1.17.0",
          "kind": "minor",
          "published_at": "2026-05-16T09:48:46Z"
        },
        {
          "tag": "v1.16.3",
          "kind": "patch",
          "published_at": "2026-05-12T11:18:41Z"
        },
        {
          "tag": "v1.16.2",
          "kind": "patch",
          "published_at": "2026-05-03T19:36:08Z"
        },
        {
          "tag": "v1.16.1",
          "kind": "patch",
          "published_at": "2026-04-22T02:55:35Z"
        },
        {
          "tag": "v1.16.0",
          "kind": "minor",
          "published_at": "2026-04-20T09:20:49Z"
        },
        {
          "tag": "v1.15.1",
          "kind": "patch",
          "published_at": "2026-04-09T09:17:34Z"
        },
        {
          "tag": "v1.15.0",
          "kind": "minor",
          "published_at": "2026-04-07T16:00:31Z"
        },
        {
          "tag": "v1.14.3",
          "kind": "patch",
          "published_at": "2026-04-06T10:19:26Z"
        },
        {
          "tag": "v1.14.2",
          "kind": "patch",
          "published_at": "2026-04-04T15:58:02Z"
        },
        {
          "tag": "v1.14.1",
          "kind": "patch",
          "published_at": "2026-03-24T10:05:01Z"
        },
        {
          "tag": "v1.14.0",
          "kind": "minor",
          "published_at": "2026-03-19T16:36:05Z"
        },
        {
          "tag": "v1.13.42",
          "kind": "patch",
          "published_at": "2026-03-18T16:41:27Z"
        },
        {
          "tag": "v1.13.41",
          "kind": "patch",
          "published_at": "2026-03-17T12:30:34Z"
        },
        {
          "tag": "v1.13.40",
          "kind": "patch",
          "published_at": "2026-03-03T13:29:51Z"
        },
        {
          "tag": "v1.13.39",
          "kind": "patch",
          "published_at": "2026-03-01T13:22:22Z"
        },
        {
          "tag": "v1.13.38",
          "kind": "patch",
          "published_at": "2026-02-28T08:42:09Z"
        },
        {
          "tag": "v1.13.37",
          "kind": "patch",
          "published_at": "2026-02-26T12:13:23Z"
        },
        {
          "tag": "v1.13.36",
          "kind": "patch",
          "published_at": "2026-02-23T09:02:13Z"
        },
        {
          "tag": "v1.13.35",
          "kind": "patch",
          "published_at": "2026-02-22T11:13:39Z"
        },
        {
          "tag": "v1.13.34",
          "kind": "patch",
          "published_at": "2026-02-16T07:41:32Z"
        },
        {
          "tag": "v1.13.33",
          "kind": "patch",
          "published_at": "2026-02-15T09:37:38Z"
        },
        {
          "tag": "v1.13.32",
          "kind": "patch",
          "published_at": "2026-02-06T10:54:41Z"
        },
        {
          "tag": "v1.13.31",
          "kind": "patch",
          "published_at": "2026-02-03T08:10:29Z"
        },
        {
          "tag": "v1.13.30",
          "kind": "patch",
          "published_at": "2026-02-02T11:15:31Z"
        },
        {
          "tag": "v1.13.29",
          "kind": "patch",
          "published_at": "2026-01-31T21:06:50Z"
        },
        {
          "tag": "v1.13.28",
          "kind": "patch",
          "published_at": "2026-01-26T03:57:24Z"
        },
        {
          "tag": "v1.13.27",
          "kind": "patch",
          "published_at": "2026-01-25T06:13:56Z"
        },
        {
          "tag": "v1.13.26",
          "kind": "patch",
          "published_at": "2026-01-24T17:06:11Z"
        },
        {
          "tag": "v1.13.25",
          "kind": "patch",
          "published_at": "2026-01-22T04:50:58Z"
        },
        {
          "tag": "v1.13.24",
          "kind": "patch",
          "published_at": "2026-01-21T08:13:20Z"
        },
        {
          "tag": "v1.13.23",
          "kind": "patch",
          "published_at": "2026-01-13T03:51:32Z"
        },
        {
          "tag": "v1.13.22",
          "kind": "patch",
          "published_at": "2026-01-12T12:02:28Z"
        },
        {
          "tag": "v1.13.21",
          "kind": "patch",
          "published_at": "2026-01-07T04:19:59Z"
        },
        {
          "tag": "v1.13.20",
          "kind": "patch",
          "published_at": "2026-01-06T05:26:19Z"
        },
        {
          "tag": "v1.13.19",
          "kind": "patch",
          "published_at": "2026-01-04T04:24:35Z"
        },
        {
          "tag": "v1.13.18",
          "kind": "patch",
          "published_at": "2026-01-03T12:18:13Z"
        },
        {
          "tag": "v1.13.17",
          "kind": "patch",
          "published_at": "2026-01-01T08:21:58Z"
        },
        {
          "tag": "v1.13.16",
          "kind": "patch",
          "published_at": "2025-12-31T06:57:24Z"
        },
        {
          "tag": "v1.13.15",
          "kind": "patch",
          "published_at": "2025-12-30T09:36:52Z"
        },
        {
          "tag": "v1.13.14",
          "kind": "patch",
          "published_at": "2025-12-27T08:34:40Z"
        },
        {
          "tag": "v1.13.13",
          "kind": "patch",
          "published_at": "2025-12-25T13:12:21Z"
        },
        {
          "tag": "v1.13.12",
          "kind": "patch",
          "published_at": "2025-12-23T06:35:55Z"
        },
        {
          "tag": "v1.13.11",
          "kind": "patch",
          "published_at": "2025-12-17T09:29:07Z"
        },
        {
          "tag": "v1.13.10",
          "kind": "patch",
          "published_at": "2025-12-17T04:56:10Z"
        },
        {
          "tag": "v1.13.9",
          "kind": "patch",
          "published_at": "2025-12-13T08:41:10Z"
        },
        {
          "tag": "v1.13.8",
          "kind": "patch",
          "published_at": "2025-12-06T05:43:03Z"
        },
        {
          "tag": "v1.13.7",
          "kind": "patch",
          "published_at": "2025-12-05T10:19:57Z"
        },
        {
          "tag": "v1.13.6",
          "kind": "patch",
          "published_at": "2025-12-03T13:17:33Z"
        },
        {
          "tag": "v1.13.5",
          "kind": "patch",
          "published_at": "2025-11-26T07:15:42Z"
        },
        {
          "tag": "v1.13.4",
          "kind": "patch",
          "published_at": "2025-11-25T09:53:23Z"
        },
        {
          "tag": "v1.13.3",
          "kind": "patch",
          "published_at": "2025-11-24T08:57:34Z"
        },
        {
          "tag": "v1.13.2",
          "kind": "patch",
          "published_at": "2025-11-23T08:38:18Z"
        },
        {
          "tag": "v1.13.1",
          "kind": "patch",
          "published_at": "2025-11-22T06:49:07Z"
        },
        {
          "tag": "v1.13.0",
          "kind": "minor",
          "published_at": "2025-11-20T09:20:56Z"
        },
        {
          "tag": "v1.12.1",
          "kind": "patch",
          "published_at": "2025-11-02T04:39:49Z"
        },
        {
          "tag": "v1.12.0",
          "kind": "minor",
          "published_at": "2025-10-31T04:05:36Z"
        },
        {
          "tag": "v1.11.1",
          "kind": "patch",
          "published_at": "2025-10-23T09:07:30Z"
        },
        {
          "tag": "v1.11.0",
          "kind": "minor",
          "published_at": "2025-10-20T09:57:32Z"
        },
        {
          "tag": "v1.10.2",
          "kind": "patch",
          "published_at": "2025-10-17T08:22:54Z"
        },
        {
          "tag": "v1.10.1",
          "kind": "patch",
          "published_at": "2025-10-16T10:25:10Z"
        },
        {
          "tag": "v1.10.0",
          "kind": "minor",
          "published_at": "2025-10-14T13:14:47Z"
        },
        {
          "tag": "v1.9.1",
          "kind": "patch",
          "published_at": "2025-10-12T08:49:57Z"
        },
        {
          "tag": "v1.9.0",
          "kind": "minor",
          "published_at": "2025-10-11T12:16:00Z"
        },
        {
          "tag": "v1.8.2",
          "kind": "patch",
          "published_at": "2025-10-10T11:55:30Z"
        },
        {
          "tag": "v1.8.1",
          "kind": "patch",
          "published_at": "2025-10-09T13:49:42Z"
        },
        {
          "tag": "v1.8.0",
          "kind": "minor",
          "published_at": "2025-10-09T13:19:00Z"
        },
        {
          "tag": "v1.7.4",
          "kind": "patch",
          "published_at": "2025-10-09T02:29:09Z"
        },
        {
          "tag": "v1.7.3",
          "kind": "patch",
          "published_at": "2025-10-06T15:32:42Z"
        },
        {
          "tag": "v1.7.2",
          "kind": "patch",
          "published_at": "2025-10-06T05:48:42Z"
        },
        {
          "tag": "v1.7.1",
          "kind": "patch",
          "published_at": "2025-10-05T04:36:51Z"
        },
        {
          "tag": "v1.7.0",
          "kind": "minor",
          "published_at": "2025-10-04T12:31:25Z"
        },
        {
          "tag": "v1.6.3",
          "kind": "patch",
          "published_at": "2025-09-12T06:06:18Z"
        },
        {
          "tag": "v1.6.2",
          "kind": "patch",
          "published_at": "2025-08-15T07:03:26Z"
        },
        {
          "tag": "v1.6.1",
          "kind": "patch",
          "published_at": "2025-08-09T06:35:24Z"
        },
        {
          "tag": "v1.6.0",
          "kind": "minor",
          "published_at": "2025-07-16T01:48:28Z"
        },
        {
          "tag": "v1.5.3",
          "kind": "patch",
          "published_at": "2025-06-27T15:03:34Z"
        },
        {
          "tag": "v1.5.2",
          "kind": "patch",
          "published_at": "2025-06-25T16:27:40Z"
        },
        {
          "tag": "v1.5.1",
          "kind": "patch",
          "published_at": "2025-06-25T14:47:02Z"
        },
        {
          "tag": "v1.5.0",
          "kind": "minor",
          "published_at": "2025-06-25T10:58:05Z"
        },
        {
          "tag": "v1.5.0-beta",
          "kind": "prerelease",
          "published_at": "2025-06-22T04:47:54Z"
        },
        {
          "tag": "v1.4.1",
          "kind": "patch",
          "published_at": "2025-06-21T17:50:10Z"
        },
        {
          "tag": "v1.4.0",
          "kind": "minor",
          "published_at": "2025-06-21T17:38:05Z"
        },
        {
          "tag": "v1.3.10",
          "kind": "patch",
          "published_at": "2025-06-11T13:39:43Z"
        },
        {
          "tag": "v1.3.8",
          "kind": "patch",
          "published_at": "2025-06-11T11:11:34Z"
        },
        {
          "tag": "v1.3.7",
          "kind": "patch",
          "published_at": "2025-06-11T07:29:35Z"
        },
        {
          "tag": "v1.3.6",
          "kind": "patch",
          "published_at": "2025-06-11T06:43:58Z"
        }
      ],
      "recent_commits": [
        {
          "oid": "1cfb6c6bf3d1ad7bf35b1f9b771151ed841d3230",
          "body": null,
          "is_bot": false,
          "headline": "release: update version files for v1.21.3",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-30T10:25:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "05a74c834ece6dd28f95a3ee426caf45055a0f93",
          "body": null,
          "is_bot": false,
          "headline": "fix(#96): pin mcp[cli] upper bound below 2.0",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-30T08:39:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "76d20fd054844ebb2f6ceaed7a78e1cbe841883d",
          "body": null,
          "is_bot": false,
          "headline": "Merge branch 'master' of github.com:SepineTam/mcp-for-stata",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-28T10:35:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7ad76d76edc98a3935bd1fc9f73175b2ad6bbbfe",
          "body": null,
          "is_bot": false,
          "headline": "release: update version files for v1.21.2",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-28T10:34:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "98be77a371685ad242ab6dff4dacdb002a935994",
          "body": "…p-beta-2jf0z2\n\nfeat: gate get_data_info MCP tool behind beta flag on Windows",
          "is_bot": false,
          "headline": "Merge pull request #95 from SepineTam/claude/get-data-info-windows-mc…",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-28T10:33:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9d073830ba3d75693eda8f1492b951e08408d03a",
          "body": "Explain why get_data_info is hidden on Windows by default (a known\nWindows-only MCP-wrapper bug that has resisted debugging for over a month,\nwhile the CLI/API paths work fine) and how to re-enable it via the new\nBETA.enable_windows_data_info / STATA_MCP__ENABLE_WINDOWS_DATA_INFO switch.\n\nUpdated th\n[…]\nig.example.toml BETA section, and the\nCLAUDE.md MCP tool profiles note.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_015JVFgQ7K1VN9m8TK6gr9g9",
          "is_bot": false,
          "headline": "docs: document Windows beta gate for get_data_info MCP tool",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-28T10:30:06Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "00d69f21a06d81e01b8eafec017933d3176fb1f1",
          "body": "The get_data_info MCP wrapper has a Windows-only bug that has resisted\ndebugging for over a month, while the CLI path works fine. Hide the tool\nfrom the MCP tool list on Windows unless the new BETA.enable_windows_data_info\nflag (config.ENABLE_WINDOWS_DATA_INFO / STATA_MCP__ENABLE_WINDOWS_DATA_INFO)\n\n[…]\n the\nreason and exactly how to revert once the underlying bug is fixed.\n\nCo-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>\nClaude-Session: https://claude.ai/code/session_015JVFgQ7K1VN9m8TK6gr9g9",
          "is_bot": false,
          "headline": "feat: gate get_data_info MCP tool behind beta flag on Windows",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-28T10:18:32Z",
          "body_truncated": true,
          "is_coding_agent": true
        },
        {
          "oid": "a2db92ef926be5ec270f348d15f38c844b8c298b",
          "body": null,
          "is_bot": false,
          "headline": "docs: restore Star History charts in multilingual READMEs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-27T19:46:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "dd5a6ac26f10abe32df9a4e7cb791f60476d2b52",
          "body": null,
          "is_bot": false,
          "headline": "fix(mcp): pin project MCP package versions",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-22T10:50:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e94391b53d4c0417e91639fd49be9d21758f2e1d",
          "body": "Add context-aware tool configuration",
          "is_bot": false,
          "headline": "Merge branch codex/config-context-overrides",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-17T00:17:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0a3d6d7a906bbb0b3098eb8604b17ea2d144128b",
          "body": null,
          "is_bot": false,
          "headline": "fix(data-info): reject unordered metric inputs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-17T00:12:57Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9fd8d4c157ae072c813eb7e4661ea17014f48ee",
          "body": null,
          "is_bot": false,
          "headline": "fix(data-info): preserve mandatory summary metrics",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-17T00:07:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1580d77f96fff41b08295fe5d08138d3506c00d3",
          "body": null,
          "is_bot": false,
          "headline": "fix(config): migrate spaced legacy headers",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:35:49Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24321add0f297dddace2750e4908ca509960edb2",
          "body": null,
          "is_bot": false,
          "headline": "fix(config): preserve config inode during migration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:33:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8e9bf152f270076e27ba26b5abfba0b64fdd5042",
          "body": null,
          "is_bot": false,
          "headline": "fix(config): clean temporary migration files",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:30:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "924d1ee9088e239c172e73118de7d8eb57674efa",
          "body": null,
          "is_bot": false,
          "headline": "fix(data-info): preserve direct handler configuration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:29:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1d892f40d9485334f8edfe1841c6b9e1643892fa",
          "body": null,
          "is_bot": false,
          "headline": "fix(config): preserve metadata during migration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:27:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46425e6805c3a3d787305ad5193690f302814889",
          "body": null,
          "is_bot": false,
          "headline": "fix(data-info): isolate caches by output settings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:24:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ca164a64c563e2b5af5464433d98451c8bf344a9",
          "body": null,
          "is_bot": false,
          "headline": "fix(config): avoid migrating table text in strings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T19:21:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "24a17bc9694a49ce32d908e533a3db7bdc5634cd",
          "body": null,
          "is_bot": false,
          "headline": "feat(config): migrate legacy data-info section",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T15:07:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c05b204af3447b84441bb858c898f2e1321ed74",
          "body": null,
          "is_bot": false,
          "headline": "fix(config): preserve source priority for tool settings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:37:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3b5eaa99dc3bbd32caa668989562d8d9ecb5db4b",
          "body": null,
          "is_bot": false,
          "headline": "feat(security): support additional allowed directories",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:33:58Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "758fe016fa1aa0945336d1fedbd2c8bbfb982fc0",
          "body": null,
          "is_bot": false,
          "headline": "feat(cli): use contextual tool defaults",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:31:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "9e19310ee2ad1ade22da6b709d449bee47d0d239",
          "body": null,
          "is_bot": false,
          "headline": "feat(mcp): honor configured tool settings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:29:27Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af4b3c909c10134aee6f76bd435489732fb13635",
          "body": null,
          "is_bot": false,
          "headline": "refactor(data-info): use runtime configuration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:27:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53bcbe29a7b1aba6b157a3be85133dd629b9661f",
          "body": null,
          "is_bot": false,
          "headline": "feat(config): add contextual tool settings",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T13:25:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7b9a59d5b25182479d42d6ae8030a169d413e061",
          "body": null,
          "is_bot": false,
          "headline": "release: update version files for v1.21.1",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T12:31:13Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "603f7e434099c8b5b682362707f2f5d2dac860e5",
          "body": "Codex/debug windows get data info",
          "is_bot": false,
          "headline": "Merge pull request #93 from SepineTam/codex/debug-windows-get-data-info",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T11:21:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "257b8b3a8b7e795027ad54ec56d130b81df64771",
          "body": "Rename DIAGNOSTIC_BUILD_ID from windows-get-data-info-debug-v1 to\nget-data-info-debug-v1 and update the per-process log path docstring so\nthe diagnostic logging introduced in 8518480 no longer reads as\nWindows-only. Replace C:/ style paths in tests with /tmp/ equivalents\nand add missing tmp_path fixtures.\n\nThe diagnostics remain debug-level and gated by IS_DEBUG; they are now\navailable on all platforms when debug logging is enabled.",
          "is_bot": false,
          "headline": "refactor(logging): make get-data-info diagnostics platform-neutral",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-16T09:54:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "85184804d4bcc73a19fb350ec8908757be5374f9",
          "body": "Add correlated, privacy-safe stage timing, per-process debug logs, and watchdog stack snapshots for Windows MCP investigations. Cover cache behavior, protocol compatibility, and diagnostic redaction with regression tests.",
          "is_bot": false,
          "headline": "feat(logging): add Windows get-data-info diagnostics",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-15T16:34:04Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "efb289a3f812caab53f456672c343ca28519406e",
          "body": "Add DATA_INFO_IS_CACHE config option under [data_info] section.\nPass the is_cache flag from runtime config to the data info handler.\nUpdate test fixture to accept the new parameter.",
          "is_bot": false,
          "headline": "feat(config): allow disabling get_data_info cache via config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-15T15:58:11Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "032b787ffe981eb8a830bce37b308f6b0203a133",
          "body": "refactor(tests): reorganize tests by module under test",
          "is_bot": false,
          "headline": "Merge pull request #92 from SepineTam/refactor/tests-reorganization",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-15T13:35:28Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "5519d594dc9eb1ef85438bcb8ff4aaea9556bd4f",
          "body": "Remove duplicated and volatile implementation details from CLAUDE.md.\n\nDocument the current CLI structure, MCP profiles, security invariants, configuration sources, test layout, and authoritative files.",
          "is_bot": false,
          "headline": "docs: align Claude guidance with codebase",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-14T16:09:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d7bfbd1a5999ad094d5b27bf5317cd60e5116c43",
          "body": "- Move flat test files from tests/ root into module subdirectories\n\n  (api, cli, data_info, guard, stata, utils)\n\n- Move data_info tests from tests/unit/test_data_info/ to tests/data_info/\n\n- Remove stale tests/unit/ and tests/integration/ directories\n\n- Update tests/README.md with new structure and fixture documentation",
          "is_bot": false,
          "headline": "refactor(tests): reorganize tests by module under test",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-13T09:47:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "09b04e3e5d93b4d20af32041f948843c03a7bae1",
          "body": "- Add .python-version and uv.lock to .gitignore\n\n- Remove tracked .python-version and uv.lock from git index\n\n- Document uv venv --python 3.11 and uv sync --dev in CONTRIBUTING.md",
          "is_bot": false,
          "headline": "chore: ignore python-version and uv.lock, add dev setup docs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-13T08:34:22Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "51c26e321a80a2b90aad5bf2d737059c16235dfa",
          "body": "- Bump version from 1.20.2 to 1.21.0 in pyproject.toml, uv.lock, and CITATION.cff\n\n- Update release date to 2026-07-11 in CITATION.cff\n\n- Add v1.21.0 changelog entry covering async Stata do, layered config, security audit, and Nuitka binaries\n\n- Sync citation version in README and translations (en, zh-CN, fr, es)",
          "is_bot": false,
          "headline": "release: update version files for v1.21.0",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T07:48:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "140794258d1eedf5d7586925fdb88f5ae9cc17d6",
          "body": null,
          "is_bot": false,
          "headline": "docs: remove stale MCP references",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T07:26:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1351e427d95aeaecebe1be8d23f7aa497a37826b",
          "body": null,
          "is_bot": false,
          "headline": "fix: unify structured log configuration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T07:26:40Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c48204ba7628fbd49f4102b175acdac6e12b7343",
          "body": "…eta flag\n\nReplace the read_log is_beta parameter with a [BETA] enable_structured_log\nconfig switch. The MCP and API read_log paths now read this switch to decide\nwhether to use the structured StataLog parser.\n\nChanges:\n- Add Config.ENABLE_STRUCTURED_LOG reading [BETA] enable_structured_log,\n  defau\n[…]\nrvers.read_log signatures.\n- Use ENABLE_STRUCTURED_LOG in both execution paths.\n- Add config and behavior tests for the new switch.\n- Update docs/beta.md, docs/configuration.md, and docs/mcp/tools.md.",
          "is_bot": false,
          "headline": "feat: move read_log structured parsing behind enable_structured_log b…",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T05:41:00Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5e99c2f3cd050822a7edd87916b3399ff6052483",
          "body": null,
          "is_bot": false,
          "headline": "docs: document security guard behavior",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T05:26:36Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "70ad4012013ea5f4a969b3088b0a4364fde73107",
          "body": null,
          "is_bot": false,
          "headline": "style: apply pre-commit formatting",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-11T04:37:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c8d2f28f4cdd26894403eb24a430bb4a089bf191",
          "body": "…-integration\n\nfeat: integrate dofile parser with guard path audit",
          "is_bot": false,
          "headline": "Merge pull request #91 from SepineTam/codex/stata-dofile-parser-guard…",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-10T13:50:44Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b4d94c255bc3d54ef3a782b02607088c4baa6f59",
          "body": null,
          "is_bot": false,
          "headline": "feat: integrate dofile parser with guard path audit",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-10T13:42:15Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a0a1f9d370be7194b186bbd22e6c7cca1f45c2bb",
          "body": "feat: add dofile static expansion module",
          "is_bot": false,
          "headline": "Merge pull request #90 from SepineTam/claude/stata-dofile-parser-g7ccnd",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-10T13:40:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "3230c20cac2d46a47739376ce81ba1451629bf03",
          "body": "Extend data-path extraction to the raw-data read/write commands\nreported missing in the PR #90 integration review:\n\n- add infile, infix, insheet, outfile, outsheet to\n  _DIRECT_PATH_COMMANDS so direct arguments such as\n  `infile \"/tmp/secret.raw\"` land in ParsedCommand.data_paths\n- add infile (min \"\n[…]\nclause only\n\nAdd parser tests for abbreviated and direct forms, varlist-using\ndisambiguation, and outfile/outsheet using paths.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "fix(parse_dofile): cover infile, infix, insheet data paths",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-10T12:44:30Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "5e260ac37fac97169f7063476ba59b8bf36c8f58",
          "body": "Add unified data path extraction and fine-grained diagnostic\nscope classification to enable flexible fail-closed policies.\n\nChanges to ParsedCommand: introduce data_paths field that\nconsolidates all file/URL arguments (direct arguments plus using\nclauses) for easier security auditing.\n\nChanges to Pa\n[…]\nmprehensive test coverage for data_paths extraction across\nvarious Stata command forms and for diagnostic scope classification.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "feat(parse_dofile): add data_paths and diagnostic scope",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-10T12:20:01Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "09393215ecf88f2fd1362d259625ee39415b9857",
          "body": "Introduce a structured security-oriented API for the Stata dofile parser\nby replacing the simple string-based `expand_code()` with two tiers:\n\n1. `expand_code_for_security()` / `expand_dofile_for_security()` return\n   `ExpansionResult`, exposing:\n   - `expanded_code`: fully normalized code\n   - `dia\n[…]\n Add comprehensive test suite covering diagnostics,\nline map accuracy, and command tokenization for data-path bypass\ndetection.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "feat(parse_dofile): add security parser contract",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-10T11:40:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "6c7fdac8a03e9e6faf22b0055ad87f7769f6347d",
          "body": "Introduce a static dofile expansion module that rewrites Stata code\ninto flat form for security validation. The module removes comments\n(including string-aware block comment handling), normalizes `#delimit`\nblocks, expands command abbreviations per Stata's rules, tracks and\nsubstitutes macro definit\n[…]\nite\ncovering comments, delimiters, abbreviations, macros, loop unrolling,\nprogram blocks, file encoding, and guard integration.\n\nClaude-Session: https://claude.ai/code/session_01534VB7HCKQdxKsjkJogqD2",
          "is_bot": false,
          "headline": "feat: add dofile static expansion module",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-09T16:36:51Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "efe5c6978f6e22b4f484ccb3825e7c760b4a8fc5",
          "body": "Add a project-level Claude skill that runs an end-to-end smoke test\nfor the local Stata-MCP server.\n\nIncludes:\n- SKILL.md with workflow, test cases, and resources map\n- config/debug.example.toml for beta security setup\n- examples.md with concrete tool calls and troubleshooting\n- scripts/legal.do and\n[…]\ns missing\n- scripts/prepare_smoke_test.sh and cleanup.sh for setup/teardown\n- .claude/skills/.gitignore update to track skill contents\n- .claude/settings.json permissions for the new skill and scripts",
          "is_bot": false,
          "headline": "feat(skill): add mcp-smoke-test skill",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T16:21:07Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ad394e9e33f1ceded7a8e198f7d9651f5510dd50",
          "body": "Remove the macos-13 runner from the release matrix because x86_64\nbuilds were too slow to be practical.\n\nAdd --assume-yes-for-downloads to the Nuitka build command so\nWindows can download Dependency Walker in non-interactive CI.",
          "is_bot": false,
          "headline": "ci(release): drop macos x86_64 and fix windows binary build",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T08:46:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b3a201ea152627c2a96e487bcb7c29698ca7cefd",
          "body": "feat(logging): add audit logs for security and lifecycle events",
          "is_bot": false,
          "headline": "Merge pull request #89 from SepineTam/claude/stata-mcp-audit-logs-wfyy55",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T08:23:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc97312360bb3b89abaf7f8c33cfb9f678c089a2",
          "body": "Add 37 audit-log statements across security, data-access, execution,\nconfig, and tooling paths per the logging conventions in CLAUDE.md:\n\n- security/install: log ado install attempts, results, guard rejections,\n  and invalid install requests with [SECURITY VIOLATION] prefix\n- data access: log unsupp\n[…]\nn\n- tooling: log tool/config CLI actions, client config writes, backups,\n  external installer runs, doctor results, and help cache failures\n\nNo behavior or return values change; only logging is added.",
          "is_bot": false,
          "headline": "feat(logging): add audit logs for security and lifecycle events",
          "author_name": "Claude",
          "author_login": "claude",
          "committed_at": "2026-07-09T08:15:13Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "fcc1e7b2f31ce434832e4d2947951171a21d7267",
          "body": null,
          "is_bot": false,
          "headline": "fix: gate data info local boundary behind security config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:32:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "43910b438f5d401081febcd0237cda3cd4129c78",
          "body": "- Replace `stata_do(code=...)` with `stata_do(dofile_path)` in security and usage docs\n- Remove references to non-existent `stata-mcp-result/` directory and `stata-mcp --init` command from overview docs",
          "is_bot": false,
          "headline": "docs: fix incorrect stata_do examples and remove non-existent features",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:31:26Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cdcf648959a4ff8d5484eccc9809674baaafb28c",
          "body": "- Add Logging Conventions section to CLAUDE.md with level guidelines\n- Add Logging Conventions section to CONTRIBUTING.md for contributors\n- Document sensitive-data rules and SECURITY VIOLATION prefix\n- Update CLAUDE.md Important Notes to reflect write_dofile removal",
          "is_bot": false,
          "headline": "docs: add logging conventions and update write_dofile note",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:23:24Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "012a7f0b4a1b3b5f7640176099258129da0d1297",
          "body": "fix: only restrict data URLs when guard is enabled",
          "is_bot": false,
          "headline": "Merge pull request #88 from SepineTam/codex/fix-data-info-guard-review",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:21:48Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a584c55c341f389c3866310a3dbd2578007183b9",
          "body": null,
          "is_bot": false,
          "headline": "merge master into data info guard branch",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:17:59Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "af27e2d2b61c9afc2eb2af6b25dde6e0ad6a736b",
          "body": null,
          "is_bot": false,
          "headline": "fix: only restrict data URLs when guard is enabled",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:08:08Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eb9f53a3179b1fe5a027dd00e8b68175f2fb7f75",
          "body": null,
          "is_bot": false,
          "headline": "chore: add allow-permissions for mcps",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T07:02:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d8d5539afb4c76d33deb3c95cddc828c6744d3d9",
          "body": "Run uv build on the Linux runner and attach the resulting\nwheel and source distribution to the release alongside the\nplatform-specific Nuitka binaries.",
          "is_bot": false,
          "headline": "ci: include wheel and sdist in release assets",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T06:19:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0d12e3e6d49899cdf78e97e6e586f72275b3d857",
          "body": null,
          "is_bot": false,
          "headline": "docs: update v1.21.0 documentation",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-09T06:17:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f39081867e2d3725cf76f4ec15d63ccd8b19a397",
          "body": "- Delete write_dofile MCP tool function and registry entry\n- Remove deprecated-tool filtering logic from register_tools()\n- Remove ENABLE_WRITE_DOFILE config option\n- Update server registration tests\n\nThe internal api.write_dofile helper remains available for\nado_package_install on non-Unix platforms, but the tool is no\nlonger exposed to MCP clients under any configuration.",
          "is_bot": false,
          "headline": "feat(mcp)!: remove deprecated write_dofile tool registration",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T16:32:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "46feacc7db5ad828204d9c46e305c8e05b76cfd6",
          "body": "Add <0.12 upper bound to uv-build in build-system requires\nso future breaking releases do not break source distribution\nbuilds.",
          "is_bot": false,
          "headline": "build: pin uv-build upper bound to suppress sdist warning",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T16:30:16Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8754b7b631e99059503e72eb908355fa1a4add68",
          "body": "Switch build backend from hatchling to uv-build to enable\nNuitka project-mode compilation. Add GitHub Actions workflow\nto build standalone binaries for Linux, macOS x86_64/arm64,\nand Windows on release publication.\n\n- Add [tool.nuitka] configuration in pyproject.toml\n- Add [dependency-groups] build with nuitka and uv-build\n- Add .github/workflows/release-binaries.yml",
          "is_bot": false,
          "headline": "feat(ci): add Nuitka-based release binary builds",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T16:29:18Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e30fe6e14d32bbcdfdc6ec544790d9caa9e6e2c0",
          "body": "- Add timeout=self.DEFAULT_TIMEOUT to requests.get in SpssDataInfo\n- Add unit tests for URL timeout and invalid extension handling\n- Apply precommit import ordering to get_data_info.py",
          "is_bot": false,
          "headline": "fix(spss): use DEFAULT_TIMEOUT for SPSS URL downloads",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T16:17:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "ad8e19f6897906acfad685092c9a6bff9e5269f4",
          "body": "- Add SECURITY.strict_read_log_boundary config option (default false, no env override)\n- Enforce STATA_MCP_FOLDER.path boundary in API read_log when enabled\n- Add tests for allowed/denied paths, parent escape, symlinks, and env-var behavior",
          "is_bot": false,
          "headline": "feat: add strict_read_log_boundary security switch",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T16:03:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e8a9ea23756e7f325a370b8801f77a38d544d30a",
          "body": "Codex/fix data info guard review",
          "is_bot": false,
          "headline": "Merge pull request #87 from SepineTam/codex/fix-data-info-guard-review",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T13:05:32Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "20470bd75fda54a7fdb984f4151ad552fa2db54e",
          "body": null,
          "is_bot": false,
          "headline": "test: cover non-HTTPS data URL audit logs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:35:07Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "193235e76d4ec8b6109b84af0446eb9bd3427b92",
          "body": null,
          "is_bot": false,
          "headline": "feat: audit data info security denials",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:30:55Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "a9e83836e8071c776d947c988a51a59c70759cc5",
          "body": null,
          "is_bot": false,
          "headline": "chore: simplify data info MCP config flow",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:26:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "45e23c7340abd3d3de1377436f707b0eff139dd9",
          "body": null,
          "is_bot": false,
          "headline": "test: cover data info guard config merging",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:07:01Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6880c335d1c363f5955d464e9b2b8e22c2709c68",
          "body": null,
          "is_bot": false,
          "headline": "fix: harden data info path and URL validation",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:06:52Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8e49bc1375c76ee3cbc9280a17a8a5b6e6f6ae0",
          "body": null,
          "is_bot": false,
          "headline": "fix: require explicit raw data domains",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T12:06:37Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2939e37df6e4275dcdd783b4ef531a8337d8853c",
          "body": null,
          "is_bot": false,
          "headline": "feat: guard get_data_info data access",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T11:59:54Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "61999812a1e80b4c366cedae7a34c60eb4bd8cdd",
          "body": null,
          "is_bot": false,
          "headline": "feat: add linux system config override",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T11:18:02Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6a7ff0923d726df4f321149fae34c3590c3cdbe2",
          "body": null,
          "is_bot": false,
          "headline": "feat: support layered config files",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T11:00:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4c7b9a5014b1727fd6572241e466d1ba97175663",
          "body": null,
          "is_bot": false,
          "headline": "chore(deps): remove unused python-dotenv and pathvalidate",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T10:14:47Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4fc1c87200cc8f873342c216198e8e62c4e325eb",
          "body": "Adds Read(~/.statamcp/*) to .claude/settings.json permissions so the\nassistant can access Stata-MCP configuration when needed.",
          "is_bot": false,
          "headline": "chore: allow Claude to read ~/.statamcp/* config files",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T10:12:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e3bae8caf0d5341b8038aeb17a6cd8e8d993622a",
          "body": null,
          "is_bot": false,
          "headline": "docs: add beta configuration guide",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-08T09:39:56Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "4beb090393b4eb38e237234790912c240afe660f",
          "body": "Feat/async stata do limit",
          "is_bot": false,
          "headline": "Merge pull request #86 from SepineTam/feat/async-stata-do-limit",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T14:08:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0a5154837151404b4c7e799a7d888dfcf763c99",
          "body": null,
          "is_bot": false,
          "headline": "fix: require true false for async do config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:57:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "cc9cc7f4ed23182b6f76f7f06f06aac464efcc8b",
          "body": null,
          "is_bot": false,
          "headline": "feat: stabilize async Stata do execution",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:54:42Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c046a49ec33cd8272b940f72f6d48ebe1a40da9f",
          "body": null,
          "is_bot": false,
          "headline": "test: cover async Stata do concurrency limits",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:52:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c0f7a52bc734bbddc2d3a487f3f385b774b0e37c",
          "body": null,
          "is_bot": false,
          "headline": "feat: split sync and async Stata do tools",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:10:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "81b13a1ae38773304e3a2ed7f21cb9b66badcb96",
          "body": null,
          "is_bot": false,
          "headline": "feat: gate async Stata do execution",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T10:04:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "49c300b7fd8846824977174693e76c55f954b55d",
          "body": null,
          "is_bot": false,
          "headline": "feat: add async Stata do execution",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T09:47:53Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d5111d8dfda818d8a3eb1251dea76e91ac0fb3c3",
          "body": "- Bump package version to 1.20.2 in pyproject.toml and uv.lock\n- Update CITATION.cff version and release date\n- Add v1.20.2 changelog entry covering SMCL expansion cap,\n  stale help parameter cleanup, data_info config resolution,\n  URL updates, and dependency bump\n- Apply lint fix to read_smcl.py",
          "is_bot": false,
          "headline": "release: update version files for v1.20.2",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T09:32:00Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "7479f1f60d27d44de7cff2ed0d01e04b257952fd",
          "body": null,
          "is_bot": false,
          "headline": "docs: add Claude Science setup to all READMEs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T09:31:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f131eed6c072c4ef0d280129ff3455423e09d474",
          "body": null,
          "is_bot": false,
          "headline": "docs: add Codex setup guide and update agents navigation",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-07T08:55:05Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "f8a8d43cc0769caab3f5c848a1bcceacebcecc10",
          "body": null,
          "is_bot": false,
          "headline": "docs: add Claude Science setup guide",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-06T14:12:12Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "8d5b554a827047bfd7919170ef69a1f224f0cc1b",
          "body": "Remove ignored parameters from the CLI/API help path and update\nCLAUDE.md Source Layout to match the actual codebase.\n\nHelp cleanup:\n- Drop `enable_smcl` from `api.stata_help`; it was silently ignored\n- Drop `enable_smcl` and `is-read-log` from `tool help` CLI parser/handler\n- Sync CLI, API, and age\n[…]\ninstaller/verifier.py`,\n  `stata/builtin_tools/help/stata_help.py`\n- Fix `utils/Installer/` casing to `utils/installer/`\n- Note that `evaluate/` depends on OpenAI Agents SDK and is kept for future use",
          "is_bot": false,
          "headline": "refactor: clean up stale help parameters and sync source layout docs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-06T14:11:09Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "4817355651dc7d27b3a87031b2fd2322dcfab587",
          "body": "Update the get_data_info tool description and related documentation to\nlist all supported file formats: .dta, .csv, .tsv, .psv, .xlsx, .xls,\n.sav, and .zsav. Previously the description only mentioned a subset\n(dta, csv, xlsx), which did not match the handlers registered in the\ndata_info package.\n\nFiles updated:\n- src/stata_mcp/mcp_servers.py (tool description)\n- CLAUDE.md (tools table)\n- docs/overview.md / docs/overview.zh.md (tools table)\n- docs/skills/openclaw.md (skill description)",
          "is_bot": false,
          "headline": "docs: sync get_data_info format lists with source support",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-03T15:04:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "53a46b03e07c51327d44d78c511f01513d9e2e35",
          "body": "- Add verify subcommand docs to CLAUDE.md, docs/cli.md, and docs/cli.zh.md\n- Add doctor --dry-run note to CLAUDE.md\n- Expand data_info section in docs/configuration.md and docs/configuration.zh.md\n- Fix data_info/base.py to read string_keep_number, decimal_places, and hash_length from config.toml with explicit > env > config > default priority\n- Correct @File header in data_info/base.py",
          "is_bot": false,
          "headline": "docs: document verify, doctor --dry-run, and data_info config",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-02T13:25:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "0cebfa1ec717c2d5d6c827c049d985b9ab298795",
          "body": "- Drop agent_as/, agent run, and sandbox-install mentions from\n  CLAUDE.md and CONTRIBUTING.md\n- Remove Agent Mode and Docker-based Installation sections from\n  docs/cli.md and docs/cli.zh.md\n- Delete docs/agents/index.md and docs/agents/index.zh.md\n- Clean up related references in docs/usage.md, docs/monitoring.md,\n  docs/index.md, and docs/clients.md (plus Chinese versions)",
          "is_bot": false,
          "headline": "docs: remove deprecated agent mode and sandbox-install references",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-01T16:18:35Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "71f4a3422c2b87250fc982e1411789e44e65cd8b",
          "body": "Add a new section to docs/monitoring.md and docs/monitoring.zh.md\nexplaining the 10,000-character upper bound on {space N} and\n{hline N} expansions when parsing SMCL logs.",
          "is_bot": false,
          "headline": "docs(monitoring): document SMCL log expansion limits in EN and ZH",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-07-01T15:15:33Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "07476978f5aa3c100bad30c5e0be3322c5ac8094",
          "body": "…-2.14.2\n\nbuild(deps): bump pydantic-settings from 2.14.1 to 2.14.2",
          "is_bot": false,
          "headline": "Merge pull request #85 from SepineTam/dependabot/uv/pydantic-settings…",
          "author_name": "S.Tam",
          "author_login": "SepineTam",
          "committed_at": "2026-06-28T23:43:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "363770373852e613c2a806dacdd9701fdac5faca",
          "body": "Bumps [pydantic-settings](https://github.com/pydantic/pydantic-settings) from 2.14.1 to 2.14.2.\n- [Release notes](https://github.com/pydantic/pydantic-settings/releases)\n- [Commits](https://github.com/pydantic/pydantic-settings/compare/v2.14.1...v2.14.2)\n\n---\nupdated-dependencies:\n- dependency-name: pydantic-settings\n  dependency-version: 2.14.2\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>",
          "is_bot": true,
          "headline": "build(deps): bump pydantic-settings from 2.14.1 to 2.14.2",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-28T23:40:09Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "b565aff702f34343f3df6eebff90d29e6ba32fe5",
          "body": null,
          "is_bot": false,
          "headline": "Limit SMCL log expansion",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-06-28T23:36:03Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "602e795d1b412697170f96d4747c306f939abfff",
          "body": "- Link MCP-for-Stata to aidea-labs.com/mcp-for-stata\n- Link haoyu-haoyu/stata-ai-fusion, hanlulong/stata-mcp, and tmonk/mcp-stata to their GitHub repositories\n- Apply across all four language READMEs",
          "is_bot": false,
          "headline": "docs: add project links to README comparison tables",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-06-28T13:33:46Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "352ccd9a3562c70eb14941690c6825bd4cef21e6",
          "body": "- Add haoyu-haoyu/stata-ai-fusion as the second column in all four READMEs\n- Move Best-for row to the top of each comparison table\n- Add Skill / Knowledge row and update tmonk/mcp-stata entry",
          "is_bot": false,
          "headline": "docs: add stata-ai-fusion to comparison tables across READMEs",
          "author_name": "SongTan",
          "author_login": "SepineTam",
          "committed_at": "2026-06-27T11:37:10Z",
          "body_truncated": false,
          "is_coding_agent": false
        }
      ],
      "releases_count": 100,
      "commits_last_year": 847,
      "latest_release_at": "2026-07-30T10:27:16Z",
      "latest_release_tag": "v1.21.3",
      "releases_from_tags": false,
      "days_since_last_push": 0,
      "active_weeks_last_year": 51,
      "days_since_latest_release": 0,
      "mean_days_between_releases": 6.3
    },
    "community": {
      "has_readme": true,
      "has_license": true,
      "has_description": true,
      "has_contributing": true,
      "health_percentage": 85,
      "has_issue_template": false,
      "has_code_of_conduct": false,
      "has_pull_request_template": false
    },
    "ecosystem": {
      "packages": [
        {
          "name": "stata-mcp",
          "exists": true,
          "license": "AGPL-3.0",
          "keywords": [
            "stata",
            "mcp",
            "model-context-protocol",
            "mcp-server",
            "claude-code",
            "codex",
            "openclaw",
            "ai-agent",
            "agent",
            "econometrics",
            "causal-inference",
            "did",
            "regression",
            "empirical-research",
            "data-analysis",
            "do-file",
            "ado",
            "computational-social-science",
            "Development Status :: 5 - Production/Stable",
            "Intended Audience :: Education",
            "Intended Audience :: Science/Research",
            "License :: OSI Approved :: GNU Affero General Public License v3",
            "Operating System :: MacOS",
            "Operating System :: Microsoft :: Windows",
            "Operating System :: POSIX :: Linux",
            "Programming Language :: Python :: 3",
            "Programming Language :: Python :: 3.11",
            "Programming Language :: Python :: 3.12",
            "Programming Language :: Python :: 3.13",
            "Topic :: Education",
            "Topic :: Scientific/Engineering",
            "Topic :: Sociology",
            "Typing :: Typed"
          ],
          "ecosystem": "pypi",
          "matches_repo": true,
          "registry_url": "https://pypi.org/project/stata-mcp/",
          "is_deprecated": false,
          "latest_version": "1.21.3",
          "repository_url": "https://github.com/sepinetam/mcp-for-stata",
          "versions_count": 103,
          "total_downloads": null,
          "dependents_count": null,
          "deprecation_note": null,
          "maintainers_count": null,
          "monthly_downloads": 20407,
          "first_published_at": "2025-06-09T03:41:03.038248Z",
          "latest_published_at": "2026-07-30T10:27:32.781888Z",
          "latest_version_yanked": null,
          "days_since_latest_publish": 0
        }
      ]
    },
    "popularity": {
      "forks": 32,
      "stars": 229,
      "watchers": 1,
      "fork_history": {
        "days": [
          {
            "date": "2025-07-28",
            "count": 1
          },
          {
            "date": "2025-08-06",
            "count": 1
          },
          {
            "date": "2025-08-11",
            "count": 1
          },
          {
            "date": "2025-09-12",
            "count": 2
          },
          {
            "date": "2025-09-24",
            "count": 1
          },
          {
            "date": "2025-10-11",
            "count": 1
          },
          {
            "date": "2025-11-19",
            "count": 1
          },
          {
            "date": "2025-11-21",
            "count": 1
          },
          {
            "date": "2025-12-10",
            "count": 1
          },
          {
            "date": "2025-12-12",
            "count": 1
          },
          {
            "date": "2026-01-11",
            "count": 1
          },
          {
            "date": "2026-02-03",
            "count": 1
          },
          {
            "date": "2026-02-13",
            "count": 1
          },
          {
            "date": "2026-03-13",
            "count": 2
          },
          {
            "date": "2026-03-23",
            "count": 1
          },
          {
            "date": "2026-04-03",
            "count": 2
          },
          {
            "date": "2026-04-06",
            "count": 1
          },
          {
            "date": "2026-04-07",
            "count": 1
          },
          {
            "date": "2026-04-08",
            "count": 1
          },
          {
            "date": "2026-04-17",
            "count": 1
          },
          {
            "date": "2026-05-06",
            "count": 1
          },
          {
            "date": "2026-05-13",
            "count": 1
          },
          {
            "date": "2026-05-28",
            "count": 1
          },
          {
            "date": "2026-06-02",
            "count": 1
          },
          {
            "date": "2026-06-22",
            "count": 1
          },
          {
            "date": "2026-06-30",
            "count": 1
          },
          {
            "date": "2026-07-01",
            "count": 1
          },
          {
            "date": "2026-07-09",
            "count": 1
          }
        ],
        "complete": true,
        "collected": 31,
        "total_forks": 32
      },
      "star_history": null,
      "open_issues_and_prs": 3
    },
    "ai_readiness": {
      "has_nix": false,
      "example_dirs": [],
      "has_llms_txt": false,
      "has_dockerfile": false,
      "has_mcp_signal": true,
      "bootstrap_files": [],
      "api_schema_files": [],
      "has_devcontainer": false,
      "typecheck_configs": [],
      "toolchain_manifests": [],
      "largest_source_bytes": 53302,
      "source_files_sampled": 112,
      "oversized_source_files": 0,
      "agent_instruction_files": [
        "CLAUDE.md"
      ],
      "agent_instruction_max_bytes": 6612
    },
    "dependencies": {
      "manifests": [
        "pyproject.toml"
      ],
      "advisories": {
        "error": null,
        "scope": "repository_graph",
        "source": "osv",
        "findings": [
          {
            "name": "mcp",
            "direct": true,
            "version": "1.27.1",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.6,
            "advisory_ids": [
              "GHSA-hvrp-rf83-w775",
              "GHSA-jpw9-pfvf-9f58",
              "GHSA-vj7q-gjh5-988w",
              "PYSEC-2026-3481",
              "PYSEC-2026-3482",
              "PYSEC-2026-3483"
            ],
            "fixed_version": "1.28.1",
            "advisory_count": 6,
            "oldest_advisory_days": 13
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.3",
            "severity": "high",
            "ecosystem": "pypi",
            "cvss_score": 7.5,
            "advisory_ids": [
              "GHSA-8ppf-4f7h-5ppj",
              "GHSA-hm4w-wwcw-mr6r",
              "PYSEC-2026-3455",
              "PYSEC-2026-3456",
              "PYSEC-2026-3457"
            ],
            "fixed_version": "0.6.4",
            "advisory_count": 5,
            "oldest_advisory_days": 15
          }
        ],
        "collected": true,
        "malicious": [],
        "truncated": false,
        "by_severity": {
          "high": 2
        },
        "advisory_count": 11,
        "affected_count": 2,
        "assessed_count": 81,
        "malicious_count": 0,
        "assessed_package": null,
        "unassessed_count": 15,
        "direct_affected_count": 1
      },
      "ecosystems": [
        "pypi"
      ],
      "dependencies": [
        {
          "name": "mcp",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.27.1,<2.0"
        },
        {
          "name": "pandas",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.0.0,<4.0.0"
        },
        {
          "name": "pexpect",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=4.9.0"
        },
        {
          "name": "openpyxl",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=3.1.5"
        },
        {
          "name": "psutil",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=7.2.2"
        },
        {
          "name": "pyreadstat",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.3.4"
        },
        {
          "name": "requests",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=2.34.0"
        },
        {
          "name": "tomli-w",
          "manifest": "pyproject.toml",
          "ecosystem": "pypi",
          "version_constraint": ">=1.2.0"
        }
      ],
      "all_dependencies": {
        "error": null,
        "source": "github-sbom",
        "packages": [
          {
            "name": "mcp",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mcp",
            "direct": true,
            "version": "1.27.1",
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openpyxl",
            "direct": true,
            "version": "3.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pandas",
            "direct": true,
            "version": "3.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pexpect",
            "direct": true,
            "version": "4.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "psutil",
            "direct": true,
            "version": "7.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pyreadstat",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pyreadstat",
            "direct": true,
            "version": "1.3.4",
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "requests",
            "direct": true,
            "version": "2.34.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tomli-w",
            "direct": true,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "tomli-w",
            "direct": true,
            "version": "1.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-doc",
            "direct": false,
            "version": "0.0.4",
            "ecosystem": "pypi"
          },
          {
            "name": "annotated-types",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anthropic",
            "direct": false,
            "version": "0.101.0",
            "ecosystem": "pypi"
          },
          {
            "name": "anyio",
            "direct": false,
            "version": "4.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "attrs",
            "direct": false,
            "version": "26.1.0",
            "ecosystem": "pypi"
          },
          {
            "name": "certifi",
            "direct": false,
            "version": "2026.4.22",
            "ecosystem": "pypi"
          },
          {
            "name": "cffi",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "charset-normalizer",
            "direct": false,
            "version": "3.4.7",
            "ecosystem": "pypi"
          },
          {
            "name": "click",
            "direct": false,
            "version": "8.3.3",
            "ecosystem": "pypi"
          },
          {
            "name": "colorama",
            "direct": false,
            "version": "0.4.6",
            "ecosystem": "pypi"
          },
          {
            "name": "cryptography",
            "direct": false,
            "version": "49.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "distro",
            "direct": false,
            "version": "1.9.0",
            "ecosystem": "pypi"
          },
          {
            "name": "docstring-parser",
            "direct": false,
            "version": "0.18.0",
            "ecosystem": "pypi"
          },
          {
            "name": "et-xmlfile",
            "direct": false,
            "version": "2.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-auth",
            "direct": false,
            "version": "2.52.0",
            "ecosystem": "pypi"
          },
          {
            "name": "google-genai",
            "direct": false,
            "version": "2.0.1",
            "ecosystem": "pypi"
          },
          {
            "name": "griffelib",
            "direct": false,
            "version": "2.0.2",
            "ecosystem": "pypi"
          },
          {
            "name": "h11",
            "direct": false,
            "version": "0.16.0",
            "ecosystem": "pypi"
          },
          {
            "name": "httpcore",
            "direct": false,
            "version": "1.0.9",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx",
            "direct": false,
            "version": "0.28.1",
            "ecosystem": "pypi"
          },
          {
            "name": "httpx-sse",
            "direct": false,
            "version": "0.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "idna",
            "direct": false,
            "version": "3.15",
            "ecosystem": "pypi"
          },
          {
            "name": "iniconfig",
            "direct": false,
            "version": "2.3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jiter",
            "direct": false,
            "version": "0.14.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema",
            "direct": false,
            "version": "4.26.0",
            "ecosystem": "pypi"
          },
          {
            "name": "jsonschema-specifications",
            "direct": false,
            "version": "2025.9.1",
            "ecosystem": "pypi"
          },
          {
            "name": "markdown-it-py",
            "direct": false,
            "version": "4.2.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mcp-ui-server",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "mcp-ui-server",
            "direct": false,
            "version": "1.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "mdurl",
            "direct": false,
            "version": "0.1.2",
            "ecosystem": "pypi"
          },
          {
            "name": "narwhals",
            "direct": false,
            "version": "2.21.0",
            "ecosystem": "pypi"
          },
          {
            "name": "nuitka",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "nuitka",
            "direct": false,
            "version": "4.1.3",
            "ecosystem": "pypi"
          },
          {
            "name": "numpy",
            "direct": false,
            "version": "2.4.4",
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai",
            "direct": false,
            "version": "2.36.0",
            "ecosystem": "pypi"
          },
          {
            "name": "openai-agents",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai-agents",
            "direct": false,
            "version": "0.17.2",
            "ecosystem": "pypi"
          },
          {
            "name": "openai-api-polling",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "openai-api-polling",
            "direct": false,
            "version": "0.1.5",
            "ecosystem": "pypi"
          },
          {
            "name": "packaging",
            "direct": false,
            "version": "26.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pluggy",
            "direct": false,
            "version": "1.6.0",
            "ecosystem": "pypi"
          },
          {
            "name": "ptyprocess",
            "direct": false,
            "version": "0.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1",
            "direct": false,
            "version": "0.6.3",
            "ecosystem": "pypi"
          },
          {
            "name": "pyasn1-modules",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pycparser",
            "direct": false,
            "version": "3.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic",
            "direct": false,
            "version": "2.13.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-core",
            "direct": false,
            "version": "2.46.4",
            "ecosystem": "pypi"
          },
          {
            "name": "pydantic-settings",
            "direct": false,
            "version": "2.14.2",
            "ecosystem": "pypi"
          },
          {
            "name": "pygments",
            "direct": false,
            "version": "2.20.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pyjwt",
            "direct": false,
            "version": "2.13.0",
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "pytest",
            "direct": false,
            "version": "9.0.3",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dateutil",
            "direct": false,
            "version": "2.9.0.post0",
            "ecosystem": "pypi"
          },
          {
            "name": "python-dotenv",
            "direct": false,
            "version": "1.2.2",
            "ecosystem": "pypi"
          },
          {
            "name": "python-multipart",
            "direct": false,
            "version": "0.0.32",
            "ecosystem": "pypi"
          },
          {
            "name": "pywin32",
            "direct": false,
            "version": "311",
            "ecosystem": "pypi"
          },
          {
            "name": "referencing",
            "direct": false,
            "version": "0.37.0",
            "ecosystem": "pypi"
          },
          {
            "name": "regex",
            "direct": false,
            "version": "2026.5.9",
            "ecosystem": "pypi"
          },
          {
            "name": "rich",
            "direct": false,
            "version": "15.0.0",
            "ecosystem": "pypi"
          },
          {
            "name": "rpds-py",
            "direct": false,
            "version": "0.30.0",
            "ecosystem": "pypi"
          },
          {
            "name": "shellingham",
            "direct": false,
            "version": "1.5.4",
            "ecosystem": "pypi"
          },
          {
            "name": "six",
            "direct": false,
            "version": "1.17.0",
            "ecosystem": "pypi"
          },
          {
            "name": "sniffio",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "sse-starlette",
            "direct": false,
            "version": "3.4.3",
            "ecosystem": "pypi"
          },
          {
            "name": "starlette",
            "direct": false,
            "version": "1.3.1",
            "ecosystem": "pypi"
          },
          {
            "name": "stata-mcp",
            "direct": false,
            "version": "1.21.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tenacity",
            "direct": false,
            "version": "9.1.4",
            "ecosystem": "pypi"
          },
          {
            "name": "tiktoken",
            "direct": false,
            "version": "0.12.0",
            "ecosystem": "pypi"
          },
          {
            "name": "tqdm",
            "direct": false,
            "version": "4.67.3",
            "ecosystem": "pypi"
          },
          {
            "name": "typer",
            "direct": false,
            "version": "0.25.1",
            "ecosystem": "pypi"
          },
          {
            "name": "types-requests",
            "direct": false,
            "version": "2.33.0.20260508",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-extensions",
            "direct": false,
            "version": "4.15.0",
            "ecosystem": "pypi"
          },
          {
            "name": "typing-inspection",
            "direct": false,
            "version": "0.4.2",
            "ecosystem": "pypi"
          },
          {
            "name": "tzdata",
            "direct": false,
            "version": "2026.2",
            "ecosystem": "pypi"
          },
          {
            "name": "urllib3",
            "direct": false,
            "version": "2.7.0",
            "ecosystem": "pypi"
          },
          {
            "name": "uv-build",
            "direct": false,
            "version": null,
            "ecosystem": "pypi"
          },
          {
            "name": "uv-build",
            "direct": false,
            "version": "0.11.28",
            "ecosystem": "pypi"
          },
          {
            "name": "uvicorn",
            "direct": false,
            "version": "0.46.0",
            "ecosystem": "pypi"
          },
          {
            "name": "websockets",
            "direct": false,
            "version": "16.0",
            "ecosystem": "pypi"
          }
        ],
        "collected": true,
        "truncated": false,
        "total_count": 96,
        "direct_count": 16,
        "indirect_count": 80
      }
    },
    "maintainership": {
      "issues": {
        "open_prs": 0,
        "merged_prs": 65,
        "open_issues": 3,
        "closed_ratio": 0.864,
        "closed_issues": 19,
        "closed_unmerged_prs": 6
      },
      "bus_factor": 1,
      "bot_contributors": 1,
      "top_contributors": [
        {
          "type": "User",
          "login": "SepineTam",
          "commits": 1002,
          "avatar_url": "https://avatars.githubusercontent.com/u/165980942?v=4"
        },
        {
          "type": "User",
          "login": "claude",
          "commits": 8,
          "avatar_url": "https://avatars.githubusercontent.com/u/81847?v=4"
        },
        {
          "type": "User",
          "login": "aidea-labs",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/223989137?v=4"
        },
        {
          "type": "User",
          "login": "123mutouren321414",
          "commits": 1,
          "avatar_url": "https://avatars.githubusercontent.com/u/183362708?v=4"
        }
      ],
      "contributors_sampled": 4,
      "top_contributor_share": 0.99
    },
    "quality_signals": {
      "has_ci": true,
      "has_tests": true,
      "ci_workflows": [
        "gh-pages.yml",
        "labels.yml",
        "lint.yml",
        "python-package.yml",
        "release-binaries.yml"
      ],
      "has_docs_dir": true,
      "linter_configs": [],
      "has_editorconfig": false,
      "has_linter_config": false,
      "has_precommit_config": false
    },
    "security_signals": {
      "lockfiles": [],
      "scorecard": {
        "checks": [
          {
            "name": "Binary-Artifacts",
            "score": 10,
            "reason": "no binaries found in the repo",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#binary-artifacts"
          },
          {
            "name": "Branch-Protection",
            "score": 3,
            "reason": "branch protection is not maximal on development and all release branches",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
          },
          {
            "name": "CI-Tests",
            "score": 10,
            "reason": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#ci-tests"
          },
          {
            "name": "CII-Best-Practices",
            "score": 0,
            "reason": "no effort to earn an OpenSSF best practices badge detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#cii-best-practices"
          },
          {
            "name": "Code-Review",
            "score": 0,
            "reason": "Found 0/10 approved changesets -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
          },
          {
            "name": "Contributors",
            "score": 6,
            "reason": "project has 2 contributing companies or organizations -- score normalized to 6",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
          },
          {
            "name": "Dangerous-Workflow",
            "score": 10,
            "reason": "no dangerous workflow patterns detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
          },
          {
            "name": "Dependency-Update-Tool",
            "score": 10,
            "reason": "update tool detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dependency-update-tool"
          },
          {
            "name": "Fuzzing",
            "score": 0,
            "reason": "project is not fuzzed",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#fuzzing"
          },
          {
            "name": "License",
            "score": 10,
            "reason": "license file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#license"
          },
          {
            "name": "Maintained",
            "score": 10,
            "reason": "30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#maintained"
          },
          {
            "name": "Packaging",
            "score": null,
            "reason": "packaging workflow not detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#packaging"
          },
          {
            "name": "Pinned-Dependencies",
            "score": 0,
            "reason": "dependency not pinned by hash detected -- score normalized to 0",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#pinned-dependencies"
          },
          {
            "name": "SAST",
            "score": 10,
            "reason": "SAST tool is run on all commits",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#sast"
          },
          {
            "name": "Security-Policy",
            "score": 10,
            "reason": "security policy file detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#security-policy"
          },
          {
            "name": "Signed-Releases",
            "score": 0,
            "reason": "Project has not signed or included provenance with any releases.",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#signed-releases"
          },
          {
            "name": "Token-Permissions",
            "score": 0,
            "reason": "detected GitHub workflow tokens with excessive permissions",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#token-permissions"
          },
          {
            "name": "Vulnerabilities",
            "score": 10,
            "reason": "0 existing vulnerabilities detected",
            "documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
          }
        ],
        "commit": "1cfb6c6bf3d1ad7bf35b1f9b771151ed841d3230",
        "ran_at": "2026-07-30T10:36:31Z",
        "aggregate_score": 5.9,
        "scorecard_version": "v5.5.0"
      },
      "has_codeql_workflow": false,
      "has_security_policy": true,
      "has_dependabot_config": true
    },
    "contribution_flow": {
      "collected": true,
      "ci_last_run_at": "2026-07-30T10:27:28Z",
      "oldest_open_prs": [],
      "last_merged_pr_at": "2026-07-28T10:33:25Z",
      "ci_last_conclusion": null,
      "oldest_open_issues": [
        {
          "number": 55,
          "created_at": "2026-04-08T16:05:54Z",
          "last_comment_at": null,
          "last_comment_author": null
        },
        {
          "number": 81,
          "created_at": "2026-05-24T14:04:09Z",
          "last_comment_at": "2026-06-14T14:30:48Z",
          "last_comment_author": "xiaozhao127"
        },
        {
          "number": 96,
          "created_at": "2026-07-30T08:04:10Z",
          "last_comment_at": "2026-07-30T08:38:36Z",
          "last_comment_author": "SepineTam"
        }
      ]
    }
  },
  "config": {
    "disabled_metrics": [],
    "disabled_categories": [],
    "disabled_components": {}
  },
  "source": {
    "url": "https://github.com/SepineTam/mcp-for-stata",
    "host": "github.com",
    "name": "mcp-for-stata",
    "owner": "SepineTam"
  },
  "metrics": {
    "overall": {
      "key": "overall",
      "band": "excellent",
      "name": "Overall health",
      "note": "The weighted overall 71 is calibrated to 84 on the published index scale (record calibration 2026-08-02).",
      "notes": [
        {
          "code": "overall_calibration",
          "params": {
            "raw": 71,
            "calibrated": 84,
            "calibration": "2026-08-02"
          }
        }
      ],
      "value": 84,
      "inputs": {
        "security": 62,
        "vitality": 95,
        "community": 63,
        "governance": 57,
        "calibration": "2026-08-02",
        "engineering": 81,
        "ai_readiness": 50,
        "weighted_overall_raw": 71
      },
      "components": []
    },
    "categories": [
      {
        "key": "vitality",
        "band": "exceptional",
        "name": "Vitality",
        "value": 95,
        "weight": 0.21,
        "metrics": [
          {
            "key": "development_activity",
            "band": "exceptional",
            "name": "Development activity",
            "note": null,
            "notes": [],
            "value": 99,
            "inputs": {
              "commits_last_year": 847,
              "human_commit_share": 0.99,
              "days_since_last_push": 0,
              "active_weeks_last_year": 51
            },
            "components": [
              {
                "key": "push_recency",
                "name": "Push recency",
                "detail": "last push 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "push_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_cadence",
                "name": "Commit cadence",
                "detail": "51/52 weeks with commits",
                "points": 35.3,
                "status": "partial",
                "details": [
                  {
                    "code": "commit_cadence_weeks",
                    "params": {
                      "weeks": 51
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "commit_volume",
                "name": "Commit volume",
                "detail": "847 commits in the last year",
                "points": 18,
                "status": "met",
                "details": [
                  {
                    "code": "commits_last_year",
                    "params": {
                      "count": 847
                    }
                  }
                ],
                "max_points": 18
              },
              {
                "key": "openssf_scorecard_maintained",
                "name": "OpenSSF Scorecard: Maintained",
                "detail": "30 commit(s) and 6 issue activity found in the last 90 days -- score normalized to 10",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "release_discipline",
            "band": "excellent",
            "name": "Release discipline",
            "note": null,
            "notes": [],
            "value": 90,
            "inputs": {
              "releases_count": 100,
              "latest_release_tag": "v1.21.3",
              "releases_from_tags": false,
              "days_since_latest_release": 0,
              "mean_days_between_releases": 6.3
            },
            "components": [
              {
                "key": "ships_releases",
                "name": "Ships releases",
                "detail": "100 releases published",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "releases_published",
                    "params": {
                      "count": 100
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "release_recency",
                "name": "Release recency",
                "detail": "latest release 0 days ago",
                "points": 36,
                "status": "met",
                "details": [
                  {
                    "code": "release_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 36
              },
              {
                "key": "release_cadence",
                "name": "Release cadence",
                "detail": "a release every ~6.3 days",
                "points": 27,
                "status": "met",
                "details": [
                  {
                    "code": "release_cadence",
                    "params": {
                      "gap": 6.3
                    }
                  }
                ],
                "max_points": 27
              },
              {
                "key": "openssf_scorecard_signed_releases",
                "name": "OpenSSF Scorecard: Signed-Releases",
                "detail": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "abandonment",
            "band": "exceptional",
            "name": "Abandonment",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "cap": null,
              "state": "maintained",
              "guards": [],
              "signals": [],
              "red_flag": false,
              "multiplier_pct": 100,
              "declared_reason": null,
              "unverified_reason": null,
              "unanswered_open_prs": null,
              "unanswered_open_issues": null,
              "days_since_last_merged_pr": null,
              "days_since_last_human_commit": 3,
              "days_since_last_human_commit_is_floor": false
            },
            "components": [
              {
                "key": "project_is_still_maintained",
                "name": "Project is still maintained",
                "detail": "last human commit 3 days ago",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "abandonment_maintained",
                    "params": {
                      "days": 3
                    }
                  }
                ],
                "max_points": 100
              }
            ]
          }
        ],
        "description": "Is the project alive — is code being written and are releases shipping?"
      },
      {
        "key": "community",
        "band": "moderate",
        "name": "Community & Adoption",
        "value": 63,
        "weight": 0.17,
        "metrics": [
          {
            "key": "popularity",
            "band": "moderate",
            "name": "Popularity & adoption",
            "note": null,
            "notes": [],
            "value": 51,
            "inputs": {
              "forks": 32,
              "stars": 229,
              "watchers": 1,
              "growth_state": "unverified",
              "growth_factor_pct": 100,
              "growth_unverified_reason": "no_history"
            },
            "components": [
              {
                "key": "stars",
                "name": "Stars",
                "detail": "229 stars",
                "points": 38.2,
                "status": "partial",
                "details": [
                  {
                    "code": "stars",
                    "params": {
                      "count": 229
                    }
                  }
                ],
                "max_points": 60
              },
              {
                "key": "forks",
                "name": "Forks",
                "detail": "32 forks",
                "points": 12.4,
                "status": "partial",
                "details": [
                  {
                    "code": "forks",
                    "params": {
                      "count": 32
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "watchers",
                "name": "Watchers",
                "detail": "1 watchers",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "watchers",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 15
              }
            ]
          },
          {
            "key": "community_health",
            "band": "good",
            "name": "Community health",
            "note": null,
            "notes": [],
            "value": 70,
            "inputs": {
              "has_readme": true,
              "has_license": true,
              "readme_badges": null,
              "has_contributing": true,
              "has_issue_template": false,
              "has_code_of_conduct": false,
              "readme_badge_services": [],
              "has_pull_request_template": false
            },
            "components": [
              {
                "key": "readme",
                "name": "README",
                "detail": null,
                "points": 22.5,
                "status": "met",
                "details": [],
                "max_points": 22.5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "recognized license (AGPL-3.0)",
                "points": 22.5,
                "status": "met",
                "details": [
                  {
                    "code": "license_standard",
                    "params": {}
                  },
                  {
                    "code": "license_spdx",
                    "params": {
                      "spdx": "AGPL-3.0"
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributing_guide",
                "name": "CONTRIBUTING guide",
                "detail": null,
                "points": 18,
                "status": "met",
                "details": [],
                "max_points": 18
              },
              {
                "key": "code_of_conduct",
                "name": "Code of conduct",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 13.5
              },
              {
                "key": "issue_template",
                "name": "Issue template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.2
              },
              {
                "key": "pr_template",
                "name": "PR template",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.3
              }
            ]
          },
          {
            "key": "ecosystem_adoption",
            "band": "good",
            "name": "Ecosystem adoption (downloads)",
            "note": "Excluded from scoring (no data or not applicable): Registry dependents. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "registry_dependents"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "packages": [
                "stata-mcp"
              ],
              "dependents": null,
              "ecosystems": "pypi",
              "total_downloads": null,
              "monthly_downloads": 20407
            },
            "components": [
              {
                "key": "monthly_downloads",
                "name": "Monthly downloads",
                "detail": "20,407 downloads/month across pypi",
                "points": 57.5,
                "status": "partial",
                "details": [
                  {
                    "code": "downloads_monthly",
                    "params": {
                      "count": 20407,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 80
              },
              {
                "key": "registry_dependents",
                "name": "Registry dependents",
                "detail": "not reported by this ecosystem",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "not_reported_by_this_ecosystem",
                    "params": {}
                  }
                ],
                "max_points": 20
              }
            ]
          }
        ],
        "description": "Does the project have users, downloads, attention, and a welcoming setup for contributors?"
      },
      {
        "key": "governance",
        "band": "moderate",
        "name": "Sustainability & Governance",
        "value": 57,
        "weight": 0.23,
        "metrics": [
          {
            "key": "maintainer_resilience",
            "band": "at_risk",
            "name": "Maintainer resilience (bus factor)",
            "note": null,
            "notes": [],
            "value": 21,
            "inputs": {
              "bus_factor": 1,
              "contributors_sampled": 4,
              "top_contributor_share": 0.99
            },
            "components": [
              {
                "key": "bus_factor",
                "name": "Bus factor",
                "detail": "1 contributor(s) cover half of all commits",
                "points": 9,
                "status": "partial",
                "details": [
                  {
                    "code": "bus_factor",
                    "params": {
                      "count": 1
                    }
                  }
                ],
                "max_points": 54
              },
              {
                "key": "commit_distribution",
                "name": "Commit distribution",
                "detail": "top contributor authored 99% of commits",
                "points": 0.2,
                "status": "partial",
                "details": [
                  {
                    "code": "top_contributor_share",
                    "params": {
                      "share": 99
                    }
                  }
                ],
                "max_points": 22.5
              },
              {
                "key": "contributor_breadth",
                "name": "Contributor breadth",
                "detail": "4 contributors",
                "points": 5.4,
                "status": "partial",
                "details": [
                  {
                    "code": "contributors_sampled",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 13.5
              },
              {
                "key": "openssf_scorecard_contributors",
                "name": "OpenSSF Scorecard: Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 6,
                "status": "partial",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "responsiveness",
            "band": "good",
            "name": "Issue & PR responsiveness",
            "note": "Excluded from scoring (no data or not applicable): Newcomer PR acceptance. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "newcomer_pr_acceptance"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 73,
            "inputs": {
              "merged_prs": 65,
              "open_issues": 3,
              "closed_issues": 19,
              "prs_merged_7d": null,
              "prs_decided_7d": null,
              "prs_merged_30d": null,
              "prs_decided_30d": null,
              "issue_closed_ratio": 0.864,
              "closed_unmerged_prs": 6,
              "first_time_authors_30d": null,
              "first_time_prs_merged_30d": null,
              "first_time_prs_decided_30d": null
            },
            "components": [
              {
                "key": "issue_resolution",
                "name": "Issue resolution",
                "detail": "86% of issues closed",
                "points": 36.3,
                "status": "partial",
                "details": [
                  {
                    "code": "issues_closed_share",
                    "params": {
                      "share": 86
                    }
                  }
                ],
                "max_points": 42
              },
              {
                "key": "pr_acceptance",
                "name": "PR acceptance",
                "detail": "65/71 decided PRs merged",
                "points": 27.5,
                "status": "partial",
                "details": [
                  {
                    "code": "decided_prs_merged",
                    "params": {
                      "merged": 65,
                      "decided": 71
                    }
                  }
                ],
                "max_points": 30
              },
              {
                "key": "newcomer_pr_acceptance",
                "name": "Newcomer PR acceptance",
                "detail": "no first-time contributor's PR decided in 30d",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_newcomer_prs",
                    "params": {
                      "days": 30
                    }
                  }
                ],
                "max_points": 13
              },
              {
                "key": "openssf_scorecard_code_review",
                "name": "OpenSSF Scorecard: Code-Review",
                "detail": "Found 0/10 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              }
            ]
          },
          {
            "key": "stewardship",
            "band": "weak",
            "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": 49,
            "inputs": {
              "followers": 41,
              "owner_type": "User",
              "is_verified": null,
              "owner_login": "SepineTam",
              "public_repos": 104,
              "account_age_days": 847
            },
            "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": "41 followers of SepineTam",
                "points": 11.7,
                "status": "partial",
                "details": [
                  {
                    "code": "owner_followers",
                    "params": {
                      "count": 41,
                      "login": "SepineTam"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "track_record",
                "name": "Track record",
                "detail": "104 public repos, account ~2 yr old",
                "points": 17.6,
                "status": "partial",
                "details": [
                  {
                    "code": "public_repos",
                    "params": {
                      "count": 104
                    }
                  },
                  {
                    "code": "account_age_years",
                    "params": {
                      "years": 2
                    }
                  }
                ],
                "max_points": 25
              }
            ]
          },
          {
            "key": "package_maintenance",
            "band": "exceptional",
            "name": "Package maintenance",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "packages": [
                "stata-mcp"
              ],
              "ecosystems": "pypi",
              "any_deprecated": false,
              "min_days_since_publish": 0
            },
            "components": [
              {
                "key": "published_resolvable",
                "name": "Published & resolvable",
                "detail": "1 package(s) on pypi",
                "points": 25,
                "status": "met",
                "details": [
                  {
                    "code": "packages_published",
                    "params": {
                      "count": 1,
                      "ecosystems": "pypi"
                    }
                  }
                ],
                "max_points": 25
              },
              {
                "key": "publish_recency",
                "name": "Publish recency",
                "detail": "latest publish 0 days ago",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "publish_recency",
                    "params": {
                      "days": 0
                    }
                  }
                ],
                "max_points": 35
              },
              {
                "key": "version_history",
                "name": "Version history",
                "detail": "103 published versions",
                "points": 20,
                "status": "met",
                "details": [
                  {
                    "code": "published_versions",
                    "params": {
                      "count": 103
                    }
                  }
                ],
                "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": "excellent",
        "name": "Engineering Quality",
        "value": 81,
        "weight": 0.19,
        "metrics": [
          {
            "key": "engineering_practices",
            "band": "good",
            "name": "Engineering practices",
            "note": null,
            "notes": [],
            "value": 68,
            "inputs": {
              "has_ci": true,
              "has_tests": true,
              "has_editorconfig": false,
              "has_linter_config": false,
              "has_precommit_config": false
            },
            "components": [
              {
                "key": "ci_workflows",
                "name": "CI workflows",
                "detail": "5 workflow(s)",
                "points": 24,
                "status": "met",
                "details": [
                  {
                    "code": "ci_workflows",
                    "params": {
                      "count": 5
                    }
                  }
                ],
                "max_points": 24
              },
              {
                "key": "tests_present",
                "name": "Tests present",
                "detail": null,
                "points": 24,
                "status": "met",
                "details": [],
                "max_points": 24
              },
              {
                "key": "linter_config",
                "name": "Linter config",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 16
              },
              {
                "key": "pre_commit_hooks",
                "name": "Pre-commit hooks",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 9.6
              },
              {
                "key": "editorconfig",
                "name": ".editorconfig",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 6.4
              },
              {
                "key": "openssf_scorecard_ci_tests",
                "name": "OpenSSF Scorecard: CI-Tests",
                "detail": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 20,
                "status": "met",
                "details": [],
                "max_points": 20
              }
            ]
          },
          {
            "key": "documentation",
            "band": "exceptional",
            "name": "Documentation",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "topics": [
                "mcp",
                "stata",
                "econometrics",
                "ai-coding",
                "llm",
                "statistical-analysis",
                "empirical",
                "empirical-research",
                "social-science",
                "social-science-research"
              ],
              "has_wiki": true,
              "homepage": "https://www.aidea-labs.com/mcp-for-stata",
              "has_readme": true,
              "has_docs_dir": true,
              "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": 25,
                "status": "met",
                "details": [],
                "max_points": 25
              },
              {
                "key": "documentation_homepage_site",
                "name": "Documentation / homepage site",
                "detail": "https://www.aidea-labs.com/mcp-for-stata",
                "points": 15,
                "status": "met",
                "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": "10 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 10
                    }
                  }
                ],
                "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": "moderate",
        "name": "Security",
        "value": 62,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "moderate",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Packaging. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "packaging"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 59,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 5.9
            },
            "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 is not maximal on development and all release branches",
                "points": 2.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "3 out of 3 merged PRs checked by a CI test -- score normalized to 10",
                "points": 2.5,
                "status": "met",
                "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 0/10 approved changesets -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 2 contributing companies or organizations -- score normalized to 6",
                "points": 1.5,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 6 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 run on all commits",
                "points": 5,
                "status": "met",
                "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": "Project has not signed or included provenance with any releases.",
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "0 existing vulnerabilities detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "good",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 81 resolved dependencies against OSV; 15 could not be assessed (no resolved version, an unsupported ecosystem, or beyond the reported package list). 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"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 81
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 15
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 72,
            "inputs": {
              "source": "osv",
              "advisories": 11,
              "affected_packages": 2,
              "assessed_packages": 81,
              "unassessed_packages": 15,
              "affected_by_severity": "high 2",
              "direct_affected_packages": 1
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "1 affected: mcp 1.27.1 (high 7.6)",
                "points": 13.7,
                "status": "partial",
                "details": [
                  {
                    "code": "advisories_affected",
                    "params": {
                      "count": 1,
                      "packages": "mcp 1.27.1 (high 7.6)"
                    }
                  }
                ],
                "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 has been public longer than 90 days",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "advisories_none_stale",
                    "params": {
                      "days": 90
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "exceptional",
            "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": 81,
              "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": "exceptional",
            "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"
              ],
              "commit_weight_rule": {
                "min_commits": 50,
                "min_commit_share": 0.1
              },
              "review_only_matches": 0,
              "below_threshold_exposures": [],
              "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": 50,
        "weight": 0.04,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "excellent",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 85,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.96,
              "agent_instruction_files": [
                "CLAUDE.md"
              ],
              "agent_instruction_max_bytes": 6612
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "CLAUDE.md",
                "points": 45,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "CLAUDE.md"
                    }
                  }
                ],
                "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": "95 of 99 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 95,
                      "sampled": 99
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "at_risk",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 34,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [],
              "has_dockerfile": false,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": false,
              "typecheck_configs": [],
              "agent_commit_share": 0.02,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.01
            },
            "components": [
              {
                "key": "one_command_bootstrap",
                "name": "One-command bootstrap",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "static_type_checking",
                "name": "Static type checking",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 11
              },
              {
                "key": "reproducible_environment",
                "name": "Reproducible environment",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "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": "1 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 1,
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 8
              },
              {
                "key": "openssf_scorecard_pinned_dependencies",
                "name": "OpenSSF Scorecard: Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 0",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          },
          {
            "key": "ai_code_legibility",
            "band": "moderate",
            "name": "Code legibility for models",
            "note": null,
            "notes": [],
            "value": 55,
            "inputs": {
              "primary_language": "Python",
              "largest_source_bytes": 53302,
              "source_files_sampled": 112,
              "oversized_source_files": 0
            },
            "components": [
              {
                "key": "type_checkable_code",
                "name": "Type-checkable code",
                "detail": "Python without a type-check config",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_typecheck_config_language",
                    "params": {
                      "language": "Python"
                    }
                  }
                ],
                "max_points": 45
              },
              {
                "key": "manageable_file_sizes",
                "name": "Manageable file sizes",
                "detail": "0/112 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 112,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "at_risk",
            "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? Carries a deliberately small weight: agent tooling is a real maintenance signal, but its absence must never gate the top of the scale (calibration saturates at raw 91, so 100/100 remains reachable with AI Readiness at zero)."
      }
    ],
    "classification": {
      "labels": [
        "mcp-server",
        "library"
      ],
      "scores": {
        "library": 6,
        "mcp-server": 11
      },
      "primary": "mcp-server",
      "evidence": [
        {
          "tier": "distribution",
          "label": "library",
          "source": "registry:pypi",
          "weight": 6
        },
        {
          "tier": "dependencies",
          "label": "mcp-server",
          "source": "dep:mcp",
          "weight": 4
        },
        {
          "tier": "structure",
          "label": "mcp-server",
          "source": "mcp_signal",
          "weight": 3
        },
        {
          "tier": "description",
          "label": "mcp-server",
          "source": "description:mcp-server",
          "weight": 2
        },
        {
          "tier": "tags",
          "label": "mcp-server",
          "source": "tag:mcp-server",
          "weight": 2
        }
      ],
      "artifacts": [],
      "confidence": "medium",
      "host_extension": false,
      "runs_as_process": true,
      "consumed_by_code": true
    },
    "metrics_version": "2.3.1"
  },
  "warnings": [
    "Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
    "deps.dev does not index pypi:stata-mcp@1.21.3; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-30T10:36:44.018409Z",
  "schema_version": "0.27.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/s/SepineTam/mcp-for-stata.svg",
  "full_name": "SepineTam/mcp-for-stata",
  "license_state": "standard",
  "license_spdx": "AGPL-3.0"
}