aws / mcp-proxy-for-aws

Коли додано кожну зірку й форк — зібрано з GitHub і згруповано за днями. Кумулятивне зростання розміщено просто над денними додаваннями, з яких воно складається, тож їх видно одне проти одного: рівномірне органічне накопичення виглядає зовсім інакше, ніж різкий короткочасний сплеск. Там, де цю різницю можна виміряти, її подано як автентичність росту.

Повний розв'язаний набір залежностей із графа залежностей GitHub: 5 прямих і 295 непрямих (транзитивних) пакетів. Транзитивне замикання є повним, коли в репозиторії закомічено lockfile.

Цей репозиторій не публікує пакета, який розпізнає індекс, тож оцінено його власний граф залежностей — 288 пакетів, серед яких є й піниї розробки та тестування, що ніколи не постачаються: 2 мають відомі сповіщення, з них 0 прямі. 12 не вдалося оцінити — немає резолвленої версії, непідтримувана екосистема або поза наведеним переліком пакетів.

Сповіщення означає, що версія, записана в графі залежностей, потрапляє в уражений діапазон. Досяжність не аналізується, а граф містить піниї розробки й тестування — знахідка може стосуватися інструментів, а не поставленого коду.

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          "body": "… (#337)\n\nBumps [langgraph-checkpoint](https://github.com/langchain-ai/langgraph) from 4.1.0 to 4.1.1.\n- [Release notes](https://github.com/langchain-ai/langgraph/releases)\n- [Commits](https://github.com/langchain-ai/langgraph/compare/checkpoint==4.1.0...checkpoint==4.1.1)\n\n---\nupdated-dependencies:\n[…]\nint\n  dependency-version: 4.1.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump langgraph-checkpoint from 4.1.0 to 4.1.1…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T12:40:45Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "1ed8dd3532e9a30eb5adc8ceda781c569a11106e",
          "body": "* fix: set user agent on every request\n\n* update tests\n\n* reduce comments",
          "is_bot": false,
          "headline": "fix: set user agent on every request explicitly (#334)",
          "author_name": "Arne Wouters",
          "author_login": "arnewouters",
          "committed_at": "2026-06-26T12:38:17Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "d792b801db3e11fb362f5ee353df5f26e274a024",
          "body": "Bumps [pyasn1](https://github.com/pyasn1/pyasn1) from 0.6.1 to 0.6.3.\n- [Release notes](https://github.com/pyasn1/pyasn1/releases)\n- [Changelog](https://github.com/pyasn1/pyasn1/blob/main/CHANGES.rst)\n- [Commits](https://github.com/pyasn1/pyasn1/compare/v0.6.1...v0.6.3)\n\n---\nupdated-dependencies:\n- \n[…]\nsn1\n  dependency-version: 0.6.3\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump pyasn1 from 0.6.1 to 0.6.3 (#336)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T12:37:19Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "124ffb23c3a01938f208dcf5f134d0aaa630d9c6",
          "body": "Bumps [orjson](https://github.com/ijl/orjson) from 3.11.5 to 3.11.6.\n- [Release notes](https://github.com/ijl/orjson/releases)\n- [Changelog](https://github.com/ijl/orjson/blob/master/CHANGELOG.md)\n- [Commits](https://github.com/ijl/orjson/compare/3.11.5...3.11.6)\n\n---\nupdated-dependencies:\n- depende\n[…]\non\n  dependency-version: 3.11.6\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump orjson from 3.11.5 to 3.11.6 (#335)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T12:37:15Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "0cb04702785fba1b00ab3e2915860fa2a8358242",
          "body": "Bumps [azure-core](https://github.com/Azure/azure-sdk-for-python) from 1.37.0 to 1.38.0.\n- [Release notes](https://github.com/Azure/azure-sdk-for-python/releases)\n- [Commits](https://github.com/Azure/azure-sdk-for-python/compare/azure-core_1.37.0...azure-core_1.38.0)\n\n---\nupdated-dependencies:\n- dep\n[…]\nre\n  dependency-version: 1.38.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump azure-core from 1.37.0 to 1.38.0 (#333)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-26T12:32:58Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "184ef2594d9a1f030aa064ee00bd00a520fffcc8",
          "body": "Bumps the github-actions-version-updates group with 1 update: [actions/checkout](https://github.com/actions/checkout).\n\n\nUpdates `actions/checkout` from 6.0.3 to 7.0.0\n- [Release notes](https://github.com/actions/checkout/releases)\n- [Changelog](https://github.com/actions/checkout/blob/main/CHANGELO\n[…]\ner-major\n  dependency-group: github-actions-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump actions/checkout (#327)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-25T08:10:47Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "9c578592c35c078cf7c2298ee41d3868eb34f257",
          "body": "…(#329)\n\nBumps [pydantic-settings](https://github.com/pydantic/pydantic-settings) from 2.12.0 to 2.14.2.\n- [Release notes](https://github.com/pydantic/pydantic-settings/releases)\n- [Commits](https://github.com/pydantic/pydantic-settings/compare/v2.12.0...v2.14.2)\n\n---\nupdated-dependencies:\n- depende\n[…]\ngs\n  dependency-version: 2.14.2\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump pydantic-settings from 2.12.0 to 2.14.2 …",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-25T07:58:55Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "532f349f8744ce1fabb7721aebbe5470e61b678c",
          "body": "Bumps [langsmith](https://github.com/langchain-ai/langsmith-sdk) from 0.8.0 to 0.8.18.\n- [Release notes](https://github.com/langchain-ai/langsmith-sdk/releases)\n- [Commits](https://github.com/langchain-ai/langsmith-sdk/compare/v0.8.0...v0.8.18)\n\n---\nupdated-dependencies:\n- dependency-name: langsmith\n  dependency-version: 0.8.18\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump langsmith from 0.8.0 to 0.8.18 (#330)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-25T07:58:39Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "e0b4eb6b712f1cc1a9fcfafceb42f9152bbfa4fe",
          "body": "…rectory with 8 updates (#328)\n\nBumps the uv-version-updates group with 8 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.29` | `1.43.34` |\n| [commitizen](https://github.com/commitizen-tools/commitizen) | `4.16.3` | `4.16.4` |\n[…]\n-update:semver-minor\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-25T07:58:22Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "377eed49c89dd893d213fc407008a50ab540df71",
          "body": null,
          "is_bot": false,
          "headline": "bump: version 1.6.1 → 1.6.2 (#326)",
          "author_name": "Arne Wouters",
          "author_login": "arnewouters",
          "committed_at": "2026-06-19T12:24:06Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "1c362dce0555cedbcfc90d852388182670d857a5",
          "body": "* fix: patch default assume role session name\n\n* fix: add unit tests and timestamp in the default session name\n\n* fix: pyright error\n\n* fix set _using_default_session_name to false",
          "is_bot": false,
          "headline": "fix: assume role credentials (#325)",
          "author_name": "Arne Wouters",
          "author_login": "arnewouters",
          "committed_at": "2026-06-19T12:10:31Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "eaa8adafb4bf66f58c2c3c02fbad5f3a3f8f7a8f",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.14.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump aiohttp from 3.14.0 to 3.14.1 (#319)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T06:24:25Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "671c565ca8516ee4d342fc2294efd287faf319f2",
          "body": "Bumps [cryptography](https://github.com/pyca/cryptography) from 46.0.7 to 48.0.1.\n- [Changelog](https://github.com/pyca/cryptography/blob/main/CHANGELOG.rst)\n- [Commits](https://github.com/pyca/cryptography/compare/46.0.7...48.0.1)\n\n---\nupdated-dependencies:\n- dependency-name: cryptography\n  dependency-version: 48.0.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump cryptography from 46.0.7 to 48.0.1 (#317)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T06:24:14Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c9d5227013bdd41be911c76147a5b68293f6cab5",
          "body": "…#316)\n\nBumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.27 to 0.0.31.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-mul\n[…]\nrt\n  dependency-version: 0.0.31\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump python-multipart from 0.0.27 to 0.0.31 (…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T06:22:56Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "f3cc5db5972f14a5fd745cfa005cb1acfa275680",
          "body": "Bumps [starlette](https://github.com/Kludex/starlette) from 1.2.1 to 1.3.1.\n- [Release notes](https://github.com/Kludex/starlette/releases)\n- [Changelog](https://github.com/Kludex/starlette/blob/main/docs/release-notes.md)\n- [Commits](https://github.com/Kludex/starlette/compare/1.2.1...1.3.1)\n\n---\nu\n[…]\ntte\n  dependency-version: 1.3.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump starlette from 1.2.1 to 1.3.1 (#318)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T06:21:46Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ea594264be8125d910e3f3f7fba33f46b6df128f",
          "body": "Bumps [pyjwt](https://github.com/jpadilla/pyjwt) from 2.10.1 to 2.13.0.\n- [Release notes](https://github.com/jpadilla/pyjwt/releases)\n- [Changelog](https://github.com/jpadilla/pyjwt/blob/master/CHANGELOG.rst)\n- [Commits](https://github.com/jpadilla/pyjwt/compare/2.10.1...2.13.0)\n\n---\nupdated-depende\n[…]\nwt\n  dependency-version: 2.13.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump pyjwt from 2.10.1 to 2.13.0 (#315)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-16T06:11:26Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "06d2e7e85ac2194bb30ec7c89e3eaa6e7ff28fb4",
          "body": "…rectory with 9 updates (#314)\n\nBumps the uv-version-updates group with 8 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.24` | `1.43.29` |\n| [ruff](https://github.com/astral-sh/ruff) | `0.15.16` | `0.15.17` |\n| [pytest](https\n[…]\n-update:semver-minor\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-15T08:23:40Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "e0d305989622eba2e66209a93454ff2b471c1b57",
          "body": null,
          "is_bot": false,
          "headline": "chore: release v1.6.1 (#312)",
          "author_name": "anasstahr",
          "author_login": "anasstahr",
          "committed_at": "2026-06-12T14:21:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "2a2f79a83a384daaf3f154c593a99662b79067f8",
          "body": "… (#301)\n\n* feat(client): add metadata parameter to aws_iam_streamablehttp_client\n\nAdd optional metadata dict parameter that injects key-value pairs into\nthe MCP _meta field on every request via the existing\n_inject_metadata_hook. This enables passing additional context to the\nserver that cannot be \n[…]\ns #300\n\n* style: fix ruff formatting issues\n\nWrap long line in client.py and add missing blank line in test_client.py\nto satisfy ruff-format.\n\n---------\n\nCo-authored-by: anasstahr <anatahr@amazon.com>",
          "is_bot": false,
          "headline": "feat(client): add metadata parameter to aws_iam_streamablehttp_client…",
          "author_name": "Luke Plewa",
          "author_login": "lukeplewa",
          "committed_at": "2026-06-10T16:19:02Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "327106cba3953c6edd13c8bf347eedf53f8ee623",
          "body": "…ctices (#311)\n\nCo-authored-by: Claudiu Popa <clpo@amazon.com>",
          "is_bot": false,
          "headline": "Pin the version of the MCP Proxy for AWS to respect best security pra…",
          "author_name": "Claudiu Popa",
          "author_login": "PCManticore",
          "committed_at": "2026-06-08T16:21:20Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "c61ef29a3f11b6392eb4e1bd0603d70652f9a040",
          "body": "Updates the requirements on [fastmcp](https://github.com/PrefectHQ/fastmcp) to permit the latest version.\n\nUpdates `fastmcp` to 3.4.2\n- [Release notes](https://github.com/PrefectHQ/fastmcp/releases)\n- [Changelog](https://github.com/PrefectHQ/fastmcp/blob/main/docs/changelog.mdx)\n- [Commits](https://\n[…]\nirect:production\n  dependency-group: python-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update pip: update fastmcp requirement (#308)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T07:56:18Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "d900d314cf482e0ed88b0c8ed6aabf5e6d5a37a3",
          "body": "…pdates group with 2 updates (#309)\n\nBumps the github-actions-version-updates group with 2 updates: [actions/checkout](https://github.com/actions/checkout) and [aws-actions/configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials).\n\n\nUpdates `actions/checkout` from 6.0.2 t\n[…]\ner-minor\n  dependency-group: github-actions-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump the github-actions-version-u…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T07:56:14Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "dd5b13445fb24eb6c06b38828e88b1e4e75cdecc",
          "body": "…rectory with 5 updates (#310)\n\nBumps the uv-version-updates group with 5 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [fastmcp](https://github.com/PrefectHQ/fastmcp) | `3.3.1` | `3.4.2` |\n| [boto3](https://github.com/boto/boto3) | `1.43.19` | `1.43.24` |\n| [ruff](https\n[…]\n-update:semver-patch\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-08T07:56:11Z",
          "body_truncated": true,
          "is_coding_agent": false
        },
        {
          "oid": "ac093f0f8e8c223a6b584d82d8d61e7a7f3a02fa",
          "body": "---\nupdated-dependencies:\n- dependency-name: aiohttp\n  dependency-version: 3.14.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump aiohttp from 3.13.4 to 3.14.0 (#303)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-06-04T08:21:43Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6bcc27cadb35d0a5f291981eff75e4b892d292d3",
          "body": "* Add stale issue/PR workflow\n\nAutomatically mark issues stale after 60 days and close after 14 more.\nPRs are marked stale after 14 days and closed after 7 more.\nMirrors the configuration from aws/agent-toolkit-for-aws.\n\n* Exempt feature requests from stale bot\n\nIssues labeled feature-request or enhancement will not be\nmarked stale or auto-closed.",
          "is_bot": false,
          "headline": "Add stale issue/PR workflow (#302)",
          "author_name": "anasstahr",
          "author_login": "anasstahr",
          "committed_at": "2026-06-03T17:23:29Z",
          "body_truncated": false,
          "is_coding_agent": false
        },
        {
          "oid": "6da7350cbde48a734bf4110dd75ac38e3120c240",
          "body": "…rectory with 10 updates (#298)\n\nBumps the uv-version-updates group with 9 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.14` | `1.43.19` |\n| [commitizen](https://github.com/commitizen-tools/commitizen) | `4.16.2` | `4.16.3` \n[…]\n-update:semver-minor\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
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        {
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          "body": "…edentials (#297)\n\nBumps the github-actions-version-updates group with 1 update: [aws-actions/configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials).\n\n\nUpdates `aws-actions/configure-aws-credentials` from 6.1.1 to 6.1.3\n- [Release notes](https://github.com/aws-actions/c\n[…]\ner-patch\n  dependency-group: github-actions-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump aws-actions/configure-aws-cr…",
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          "headline": "bump: version 1.5.0 → 1.6.0 (#296)",
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          "oid": "c01118bb486e3cb7d45b8d2a97c5a433e0c92749",
          "body": "* fix: always read fresh credentials from disk on every request\n\n* docs: update README and CHANGELOG for fresh credentials behavior\n\n* refactor: remove SessionHolder class, pass profile directly to hooks",
          "is_bot": false,
          "headline": "fix: always read fresh credentials from disk on every request (#294)",
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          "committed_at": "2026-05-29T12:46:24Z",
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          "is_bot": false,
          "headline": "feat(auth): add per-call AWS profile override middleware (#266)",
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          "is_bot": false,
          "headline": "fix: prevent credential_process hang on Windows in stdio transport mo…",
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          "oid": "9da6e4159bb1e53fa7855bc4414447c3f2ac8c1e",
          "body": "…pdates group with 2 updates (#291)\n\nBumps the github-actions-version-updates group with 2 updates: [docker/setup-buildx-action](https://github.com/docker/setup-buildx-action) and [docker/build-push-action](https://github.com/docker/build-push-action).\n\n\nUpdates `docker/setup-buildx-action` from 4.0\n[…]\ny: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Arne Wouters <25950814+arnewouters@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump the github-actions-version-u…",
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          "committed_at": "2026-05-26T06:05:14Z",
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          "oid": "b5531e28e2331a26e45c7b8c06fc4f3bc0ee5b84",
          "body": "…rectory with 7 updates (#292)\n\nBumps the uv-version-updates group with 6 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.9` | `1.43.14` |\n| [black](https://github.com/psf/black) | `26.5.0` | `26.5.1` |\n| [ruff](https://github\n[…]\n-update:semver-minor\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
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        {
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          "headline": "bump: version 1.4.2 → 1.5.0 (#290)",
          "author_name": "anasstahr",
          "author_login": "anasstahr",
          "committed_at": "2026-05-22T11:36:09Z",
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          "headline": "docs: add --skip-auth flag documentation (#289)",
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        {
          "oid": "e44d76141c4f3119dd4acc2f84d5a5c30b4878a4",
          "body": "Bumps [idna](https://github.com/kjd/idna) from 3.11 to 3.15.\n- [Release notes](https://github.com/kjd/idna/releases)\n- [Changelog](https://github.com/kjd/idna/blob/master/HISTORY.md)\n- [Commits](https://github.com/kjd/idna/compare/v3.11...v3.15)\n\n---\nupdated-dependencies:\n- dependency-name: idna\n  dependency-version: '3.15'\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump idna from 3.11 to 3.15 (#285)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-22T10:29:40Z",
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        {
          "oid": "cba049ce029d97fd3b0c5ced009b883864c61281",
          "body": "* feat: allow unsigned requests when AWS credentials are unavailable\n\n* feat: add --skip-auth flag to opt-in to unsigned requests\n\n* docs: add --skip-auth to changelog\n\n---------\n\nCo-authored-by: Arne Wouters <25950814+arnewouters@users.noreply.github.com>",
          "is_bot": false,
          "headline": "feat: add --skip-auth flag to opt-in to unsigned requests (#260)",
          "author_name": "anasstahr",
          "author_login": "anasstahr",
          "committed_at": "2026-05-21T07:41:55Z",
          "body_truncated": false,
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        {
          "oid": "b59ac1d240a13be8483f86d5ec7042ce597586e3",
          "body": "Updates the requirements on [fastmcp](https://github.com/PrefectHQ/fastmcp) to permit the latest version.\n\nUpdates `fastmcp` to 3.3.1\n- [Release notes](https://github.com/PrefectHQ/fastmcp/releases)\n- [Changelog](https://github.com/PrefectHQ/fastmcp/blob/main/docs/changelog.mdx)\n- [Commits](https://\n[…]\nsion-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: anasstahr <anatahr@amazon.com>",
          "is_bot": true,
          "headline": "chore(deps): update pip: update fastmcp requirement (#283)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-18T12:12:52Z",
          "body_truncated": true,
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        {
          "oid": "dd38749cbe559ce64e3157809ea38b602eb9410e",
          "body": "…rectory with 11 updates (#284)\n\nBumps the uv-version-updates group with 11 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [fastmcp](https://github.com/PrefectHQ/fastmcp) | `3.2.4` | `3.3.1` |\n| [boto3](https://github.com/boto/boto3) | `1.43.6` | `1.43.9` |\n| [black](http\n[…]\n-update:semver-minor\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
          "author_name": "dependabot[bot]",
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          "committed_at": "2026-05-18T12:07:43Z",
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        {
          "oid": "75d5e43cade82b7fcc5ed0f15f55afc109d95148",
          "body": "Bumps [authlib](https://github.com/authlib/authlib) from 1.6.11 to 1.6.12.\n- [Release notes](https://github.com/authlib/authlib/releases)\n- [Changelog](https://github.com/authlib/authlib/blob/1.6.12/docs/changelog.rst)\n- [Commits](https://github.com/authlib/authlib/compare/v1.6.11...1.6.12)\n\n---\nupd\n[…]\nib\n  dependency-version: 1.6.12\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump authlib from 1.6.11 to 1.6.12 (#280)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-18T12:00:36Z",
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        {
          "oid": "f2a9d0f7cf0b654b4223462964d4c6f3fcdc4f02",
          "body": "Bumps [langsmith](https://github.com/langchain-ai/langsmith-sdk) from 0.7.31 to 0.8.0.\n- [Release notes](https://github.com/langchain-ai/langsmith-sdk/releases)\n- [Commits](https://github.com/langchain-ai/langsmith-sdk/compare/v0.7.31...v0.8.0)\n\n---\nupdated-dependencies:\n- dependency-name: langsmith\n  dependency-version: 0.8.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump langsmith from 0.7.31 to 0.8.0 (#281)",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-18T11:56:41Z",
          "body_truncated": false,
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        {
          "oid": "e05f556f01b60093f6f65e6d174df456424e9e47",
          "body": "Bumps [urllib3](https://github.com/urllib3/urllib3) from 2.6.2 to 2.7.0.\n- [Release notes](https://github.com/urllib3/urllib3/releases)\n- [Changelog](https://github.com/urllib3/urllib3/blob/main/CHANGES.rst)\n- [Commits](https://github.com/urllib3/urllib3/compare/2.6.2...2.7.0)\n\n---\nupdated-dependenc\n[…]\nib3\n  dependency-version: 2.7.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump urllib3 from 2.6.2 to 2.7.0 (#279)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-18T09:41:36Z",
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        {
          "oid": "690599e2cac1e98ba8633790db785d08d4873027",
          "body": "…rectory with 11 updates (#277)\n\n* chore(deps): update uv: bump the uv-version-updates group across 1 directory with 11 updates\n\nBumps the uv-version-updates group with 10 updates in the / directory:\n\n| Package | From | To |\n| --- | --- | --- |\n| [boto3](https://github.com/boto/boto3) | `1.43.2` | `\n[…]\ns\n\n---------\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Arne Wouters <awouters@amazon.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T13:03:46Z",
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        {
          "oid": "7f805c56f49324e18fdb8e544cd69f995b104b8f",
          "body": "…edentials (#276)\n\nBumps the github-actions-version-updates group with 1 update: [aws-actions/configure-aws-credentials](https://github.com/aws-actions/configure-aws-credentials).\n\n\nUpdates `aws-actions/configure-aws-credentials` from 6.1.0 to 6.1.1\n- [Release notes](https://github.com/aws-actions/c\n[…]\ny: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Arne Wouters <25950814+arnewouters@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update github-actions: bump aws-actions/configure-aws-cr…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T12:30:13Z",
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        {
          "oid": "0f7027c1b7da7d2ff6ef7f0575a451fc6fffac8d",
          "body": "Bumps [mem0ai](https://github.com/mem0ai/mem0) from 1.0.1 to 2.0.0b2.\n- [Release notes](https://github.com/mem0ai/mem0/releases)\n- [Commits](https://github.com/mem0ai/mem0/compare/openclaw-v1.0.1...v2.0.0b2)\n\n---\nupdated-dependencies:\n- dependency-name: mem0ai\n  dependency-version: 2.0.0b2\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump mem0ai from 1.0.1 to 2.0.0b2 (#272)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T12:28:07Z",
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        {
          "oid": "d50e35c7b7366f26849660d1ca06b7aa42f81be4",
          "body": "…#271)\n\nBumps [python-multipart](https://github.com/Kludex/python-multipart) from 0.0.26 to 0.0.27.\n- [Release notes](https://github.com/Kludex/python-multipart/releases)\n- [Changelog](https://github.com/Kludex/python-multipart/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/Kludex/python-mul\n[…]\nrt\n  dependency-version: 0.0.27\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump python-multipart from 0.0.26 to 0.0.27 (…",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T12:15:29Z",
          "body_truncated": true,
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        },
        {
          "oid": "0730f2c582729e70041dfdd23675728ea661aa19",
          "body": "Bumps [banks](https://github.com/masci/banks) from 2.2.0 to 2.4.2.\n- [Release notes](https://github.com/masci/banks/releases)\n- [Commits](https://github.com/masci/banks/compare/v2.2.0...v2.4.2)\n\n---\nupdated-dependencies:\n- dependency-name: banks\n  dependency-version: 2.4.2\n  dependency-type: indirec\n[…]\ny: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Arne Wouters <25950814+arnewouters@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump banks from 2.2.0 to 2.4.2 (#273)",
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          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-11T12:12:15Z",
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        {
          "oid": "3e4c9038aeff93cfa74ec22ea920300d568b4c31",
          "body": null,
          "is_bot": false,
          "headline": "fix: update negative integ test (#278)",
          "author_name": "Arne Wouters",
          "author_login": "arnewouters",
          "committed_at": "2026-05-11T11:15:41Z",
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        {
          "oid": "fd42d8c09386ddbeeb33bb9c2db9ccbe46caa7c6",
          "body": "* test: rename retrieve_agent_sop to retrieve_skill\n\nReplace aws___retrieve_agent_sop with aws___retrieve_skill in\nintegration tests to match the renamed tool.\n\n* Update test skill name in aws_mcp_tools test\n\nSigned-off-by: Roman Shevchuk <51510790+rshevchuk-git@users.noreply.github.com>\n\n---------\n\n[…]\noff-by: Roman Shevchuk <51510790+rshevchuk-git@users.noreply.github.com>\nCo-authored-by: Claudiu Popa <clpo@amazon.com>\nCo-authored-by: Roman Shevchuk <51510790+rshevchuk-git@users.noreply.github.com>",
          "is_bot": false,
          "headline": "test: rename retrieve_agent_sop to retrieve_skill (#269)",
          "author_name": "Claudiu Popa",
          "author_login": "PCManticore",
          "committed_at": "2026-05-05T10:55:10Z",
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        {
          "oid": "c864cf79cdcf669b8e324d8bf6899dd058245008",
          "body": "…rectory with 2 updates (#267)\n\nBumps the uv-version-updates group with 2 updates in the / directory: [boto3](https://github.com/boto/boto3) and [commitizen](https://github.com/commitizen-tools/commitizen).\n\n\nUpdates `boto3` from 1.42.96 to 1.43.2\n- [Release notes](https://github.com/boto/boto3/rele\n[…]\n-update:semver-minor\n  dependency-group: uv-version-updates\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
          "author_name": "dependabot[bot]",
          "author_login": "dependabot[bot]",
          "committed_at": "2026-05-05T09:54:31Z",
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        {
          "oid": "b84bd5ee63287053b7221fc2278988e60e6d5e6b",
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          "headline": "bump: version 1.4.1 → 1.4.2 (#265)",
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          "author_login": "arnewouters",
          "committed_at": "2026-04-30T11:10:28Z",
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        {
          "oid": "a36bb430f730aecc15185b6b527e0b7d13ebac2e",
          "body": null,
          "is_bot": false,
          "headline": "fix: pass-through server capbilities (#264)",
          "author_name": "Arne Wouters",
          "author_login": "arnewouters",
          "committed_at": "2026-04-30T08:19:11Z",
          "body_truncated": false,
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        {
          "oid": "3c5909c72bde2a9090a03574d1541116dd250cab",
          "body": null,
          "is_bot": false,
          "headline": "bump: version 1.4.0 → 1.4.1 (#263)",
          "author_name": "Arne Wouters",
          "author_login": "arnewouters",
          "committed_at": "2026-04-29T10:27:44Z",
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          "headline": "fix: catch HTTPStatusError during force disconnect retry (#262)",
          "author_name": "Arne Wouters",
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          "headline": "chore(deps): update uv: bump protobuf from 5.29.5 to 5.29.6 (#261)",
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          "body": "Bumps [python-dotenv](https://github.com/theskumar/python-dotenv) from 1.2.1 to 1.2.2.\n- [Release notes](https://github.com/theskumar/python-dotenv/releases)\n- [Changelog](https://github.com/theskumar/python-dotenv/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/theskumar/python-dotenv/compar\n[…]\nenv\n  dependency-version: 1.2.2\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump python-dotenv from 1.2.1 to 1.2.2 (#258)",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "cf07b9c32ae9ea89debf905e4d6fd1d668edbf7b",
          "body": "Bumps [authlib](https://github.com/authlib/authlib) from 1.6.9 to 1.6.11.\n- [Release notes](https://github.com/authlib/authlib/releases)\n- [Changelog](https://github.com/authlib/authlib/blob/v1.6.11/docs/changelog.rst)\n- [Commits](https://github.com/authlib/authlib/compare/v1.6.9...v1.6.11)\n\n---\nupd\n[…]\nib\n  dependency-version: 1.6.11\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): update uv: bump authlib from 1.6.9 to 1.6.11 (#255)",
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          "headline": "chore(deps): update uv: bump pypdf from 6.10.1 to 6.10.2 (#254)",
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          "headline": "chore(deps): update github-actions: bump the github-actions-version-u…",
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          "headline": "chore(deps): update uv: bump authlib from 1.6.6 to 1.6.9 (#252)",
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          "body": "Bumps [langsmith](https://github.com/langchain-ai/langsmith-sdk) from 0.4.59 to 0.7.31.\n- [Release notes](https://github.com/langchain-ai/langsmith-sdk/releases)\n- [Commits](https://github.com/langchain-ai/langsmith-sdk/compare/v0.4.59...v0.7.31)\n\n---\nupdated-dependencies:\n- dependency-name: langsmith\n  dependency-version: 0.7.31\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): update uv: bump langsmith from 0.4.59 to 0.7.31 (#251)",
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          "headline": "chore(deps): update uv: bump python-multipart from 0.0.20 to 0.0.26 (…",
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        {
          "oid": "8fa27282efd82bbbe6a648ff70904da77a0ee9f3",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.10.0 to 6.10.1.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.10.0...6.10.1)\n\n---\nupdated-dependencies:\n- de\n[…]\ndf\n  dependency-version: 6.10.1\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): update uv: bump pypdf from 6.10.0 to 6.10.1 (#249)",
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          "author_login": "dependabot[bot]",
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          "headline": "chore: bump version to 1.4.0 (#248)",
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          "headline": "fix: increase test timeout for integration tests (#165)",
          "author_name": "Bernadett Bakos",
          "author_login": "detti456",
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        {
          "oid": "a6ea73f1304a6d6b0c11f1a79243fbd47ae8ed9a",
          "body": "* chore: switch from dependabot to renovate for single weekly PR\n\n* fix: format renovate.json for pre-commit hook\n\n* chore: add renovate workflow, remove dependabot auto-merge\n\n* chore: remove redundant schedule from config, drop issues permission\n\n* chore: revert to dependabot, schedule all ecosystems Monday 7am UTC",
          "is_bot": false,
          "headline": "chore: schedule dependabot PRs at 7 AM monday (#246)",
          "author_name": "anasstahr",
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          "committed_at": "2026-04-15T13:54:44Z",
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          "headline": "fix: disable SBOM upload to immutable GitHub release (#247)",
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          "oid": "f2ea7ba689bc1d235e4be6073edfc528dd238d4e",
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          "headline": "chore(deps): update uv: bump the uv-version-updates group across 1 di…",
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          "author_login": "dependabot[bot]",
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        {
          "oid": "3c0c2bb3a094f9853ad78684df0833ba03f14746",
          "body": "Bumps [pypdf](https://github.com/py-pdf/pypdf) from 6.9.2 to 6.10.0.\n- [Release notes](https://github.com/py-pdf/pypdf/releases)\n- [Changelog](https://github.com/py-pdf/pypdf/blob/main/CHANGELOG.md)\n- [Commits](https://github.com/py-pdf/pypdf/compare/6.9.2...6.10.0)\n\n---\nupdated-dependencies:\n- depe\n[…]\ndf\n  dependency-version: 6.10.0\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump pypdf from 6.9.2 to 6.10.0 (#240)",
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          "committed_at": "2026-04-15T13:39:40Z",
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          "body": "Bumps [pillow](https://github.com/python-pillow/Pillow) from 12.0.0 to 12.2.0.\n- [Release notes](https://github.com/python-pillow/Pillow/releases)\n- [Changelog](https://github.com/python-pillow/Pillow/blob/main/CHANGES.rst)\n- [Commits](https://github.com/python-pillow/Pillow/compare/12.0.0...12.2.0)\n[…]\ny: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>\nCo-authored-by: Arne Wouters <25950814+arnewouters@users.noreply.github.com>",
          "is_bot": true,
          "headline": "chore(deps): update uv: bump pillow from 12.0.0 to 12.2.0 (#244)",
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        {
          "oid": "20690ef0fad02ae8228c187cfe5ae4af4af74429",
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          "headline": "fix: remove fast fail credential check from create_aws_session (#233)",
          "author_name": "anasstahr",
          "author_login": "anasstahr",
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          "body": "* fix: refresh stale credentials on auth failure without restart\n\nWhen AWS credentials expire, the proxy now automatically picks up\nrefreshed credentials on the next request without requiring a restart.\n\nProblem:\n- boto3.Session was created once at startup and cached forever\n- session.get_credential\n[…]\nl refresh\n\n* chore: fix ruff lint and format issues\n\n* test: add unit tests for credential refresh flow\n\n* fix: address PR review comments\n\n---------\n\nCo-authored-by: Ian de Villiers <iddv@amazon.com>",
          "is_bot": false,
          "headline": "fix: refresh stale credentials on auth failure without restart (#245)",
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          "author_login": "anasstahr",
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          "headline": "fix(auth): remove sensitive credential logging (#242)",
          "author_name": "anasstahr",
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          "headline": "feat: add client info to user agent (#224)",
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          "body": "Bumps [nltk](https://github.com/nltk/nltk) from 3.9.2 to 3.9.4.\n- [Changelog](https://github.com/nltk/nltk/blob/develop/ChangeLog)\n- [Commits](https://github.com/nltk/nltk/compare/3.9.2...3.9.4)\n\n---\nupdated-dependencies:\n- dependency-name: nltk\n  dependency-version: 3.9.4\n  dependency-type: indirect\n...\n\nSigned-off-by: dependabot[bot] <support@github.com>\nCo-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>",
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          "headline": "chore(deps): update uv: bump nltk from 3.9.2 to 3.9.4 (#237)",
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      "releases_count": 18,
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                "detail": "4 topics",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "topics_count",
                    "params": {
                      "count": 4
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "wiki",
                "name": "Wiki",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 10
              }
            ]
          }
        ],
        "description": "Are baseline engineering and documentation practices in place?"
      },
      {
        "key": "security",
        "band": "good",
        "name": "Security",
        "value": 82,
        "weight": 0.16,
        "metrics": [
          {
            "key": "security_posture",
            "band": "good",
            "name": "Security posture",
            "note": "Excluded from scoring (no data or not applicable): Signed-Releases. Remaining weights renormalized.",
            "notes": [
              {
                "code": "excluded_no_data",
                "params": {
                  "components": [
                    "signed_releases"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              }
            ],
            "value": 78,
            "inputs": {
              "source": "openssf_scorecard",
              "checks_evaluated": 17,
              "scorecard_version": "v5.5.0",
              "checks_inconclusive": 1,
              "scorecard_aggregate": 7.8
            },
            "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": 6,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "ci_tests",
                "name": "CI-Tests",
                "detail": "30 out of 30 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": "all changesets reviewed",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "contributors",
                "name": "Contributors",
                "detail": "project has 1 contributing companies or organizations -- score normalized to 3",
                "points": 0.8,
                "status": "partial",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "dangerous_workflow",
                "name": "Dangerous-Workflow",
                "detail": "no dangerous workflow patterns detected",
                "points": 10,
                "status": "met",
                "details": [],
                "max_points": 10
              },
              {
                "key": "dependency_update_tool",
                "name": "Dependency-Update-Tool",
                "detail": "update tool detected",
                "points": 7.5,
                "status": "met",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "fuzzing",
                "name": "Fuzzing",
                "detail": "project is not fuzzed",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 5
              },
              {
                "key": "license",
                "name": "License",
                "detail": "license file detected",
                "points": 2.5,
                "status": "met",
                "details": [],
                "max_points": 2.5
              },
              {
                "key": "maintained",
                "name": "Maintained",
                "detail": "30 commit(s) and 2 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 detected",
                "points": 5,
                "status": "met",
                "details": [],
                "max_points": 5
              },
              {
                "key": "pinned_dependencies",
                "name": "Pinned-Dependencies",
                "detail": "dependency not pinned by hash detected -- score normalized to 8",
                "points": 4,
                "status": "partial",
                "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": "no releases found",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "no_data",
                    "params": {}
                  }
                ],
                "max_points": 7.5
              },
              {
                "key": "token_permissions",
                "name": "Token-Permissions",
                "detail": "detected GitHub workflow tokens with excessive permissions",
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 7.5
              },
              {
                "key": "vulnerabilities",
                "name": "Vulnerabilities",
                "detail": "3 existing vulnerabilities detected",
                "points": 5.2,
                "status": "partial",
                "details": [],
                "max_points": 7.5
              }
            ]
          },
          {
            "key": "dependency_advisories",
            "band": "excellent",
            "name": "Dependency advisories",
            "note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories, No advisories left outstanding. Remaining weights renormalized. Matched 288 resolved dependencies against OSV; 12 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",
                    "no_advisories_left_outstanding"
                  ]
                }
              },
              {
                "code": "weights_renormalized",
                "params": {}
              },
              {
                "code": "advisories_scope_repository",
                "params": {
                  "assessed": 288
                }
              },
              {
                "code": "advisories_unassessed",
                "params": {
                  "count": 12
                }
              },
              {
                "code": "advisories_repo_graph_caveat",
                "params": {}
              },
              {
                "code": "advisories_reachability",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "source": "osv",
              "advisories": 4,
              "affected_packages": 2,
              "assessed_packages": 288,
              "unassessed_packages": 12,
              "affected_by_severity": "high 1, moderate 1",
              "direct_affected_packages": 0
            },
            "components": [
              {
                "key": "direct_dependencies_free_of_known_advisories",
                "name": "Direct dependencies free of known advisories",
                "detail": "no direct dependency carries a known advisory",
                "points": 35,
                "status": "met",
                "details": [
                  {
                    "code": "no_direct_advisories",
                    "params": {}
                  }
                ],
                "max_points": 35
              },
              {
                "key": "indirect_dependencies_free_of_known_advisories",
                "name": "Indirect dependencies free of known advisories",
                "detail": "transitive set not separable from development and test dependencies in this scope",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_scope_not_separable",
                    "params": {}
                  }
                ],
                "max_points": 25
              },
              {
                "key": "no_advisories_left_outstanding",
                "name": "No advisories left outstanding",
                "detail": "no advisory carries a publication date",
                "points": 0,
                "status": "excluded",
                "details": [
                  {
                    "code": "advisories_no_publication_date",
                    "params": {}
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "malicious_dependencies",
            "band": "excellent",
            "name": "Malicious dependencies",
            "note": null,
            "notes": [],
            "value": 100,
            "inputs": {
              "source": "osv",
              "meaning": "reported as a malicious package by the OpenSSF corpus; the remedy is removal or moving off the compromised name, never an upgrade of the same artifact. Versions the registry has since pulled are listed but not scored",
              "packages": [],
              "red_flag": false,
              "assessed_packages": 288,
              "malicious_packages": 0,
              "direct_malicious_packages": 0,
              "withdrawn_malicious_packages": 0,
              "installable_malicious_packages": 0
            },
            "components": [
              {
                "key": "no_dependency_reported_as_a_malicious_package",
                "name": "No dependency reported as a malicious package",
                "detail": "no dependency is reported as a malicious package",
                "points": 100,
                "status": "met",
                "details": [
                  {
                    "code": "no_malicious_dependencies",
                    "params": {}
                  }
                ],
                "max_points": 100
              }
            ]
          },
          {
            "key": "high_risk_jurisdiction_exposure",
            "band": "excellent",
            "name": "High-Risk Jurisdiction Exposure",
            "note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
            "notes": [
              {
                "code": "jurisdiction_evidence_limits",
                "params": {}
              }
            ],
            "value": 100,
            "inputs": {
              "meaning": "self-published location evidence; not nationality or citizenship",
              "red_flag": false,
              "exposures": [],
              "policy_countries": [
                "Russia",
                "Iran",
                "North Korea"
              ],
              "review_only_matches": 0,
              "assessed_self_published_locations": 5
            },
            "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": 53,
        "weight": 0,
        "metrics": [
          {
            "key": "ai_agent_context",
            "band": "at_risk",
            "name": "Agent context & guidance",
            "note": null,
            "notes": [],
            "value": 40,
            "inputs": {
              "has_llms_txt": false,
              "legible_history_share": 0.974,
              "agent_instruction_files": [],
              "agent_instruction_max_bytes": null
            },
            "components": [
              {
                "key": "agent_instructions",
                "name": "Agent instructions",
                "detail": "no CLAUDE.md / AGENTS.md / editor rules",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_instructions",
                    "params": {}
                  }
                ],
                "max_points": 45
              },
              {
                "key": "machine_readable_docs_llms_txt",
                "name": "Machine-readable docs (llms.txt)",
                "detail": null,
                "points": 0,
                "status": "missed",
                "details": [],
                "max_points": 15
              },
              {
                "key": "legible_commit_history",
                "name": "Legible commit history",
                "detail": "38 of 39 human commits state their intent (structured subject or explanatory body)",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "legible_history",
                    "params": {
                      "legible": 38,
                      "sampled": 39
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          },
          {
            "key": "ai_verify_loop",
            "band": "moderate",
            "name": "Verify loop (build / test / typecheck)",
            "note": null,
            "notes": [],
            "value": 59,
            "inputs": {
              "has_nix": false,
              "has_tests": true,
              "lockfiles": [
                "uv.lock"
              ],
              "has_dockerfile": true,
              "typed_language": false,
              "bootstrap_files": [],
              "has_devcontainer": false,
              "has_linter_config": true,
              "typecheck_configs": [],
              "agent_commit_share": 0,
              "toolchain_manifests": [],
              "dependency_bot_commit_share": 0.61
            },
            "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": 11,
                "status": "met",
                "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": "Dockerfile, lockfile",
                "points": 10,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "Dockerfile, lockfile"
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "demonstrated_agent_practice",
                "name": "Demonstrated agent practice",
                "detail": "no agent-authored commits among the last 100",
                "points": 0,
                "status": "missed",
                "details": [
                  {
                    "code": "no_agent_authored_commits",
                    "params": {
                      "sampled": 100
                    }
                  }
                ],
                "max_points": 10
              },
              {
                "key": "automated_maintenance",
                "name": "Automated maintenance",
                "detail": "61 of the last 100 commits are automated dependency updates",
                "points": 8,
                "status": "met",
                "details": [
                  {
                    "code": "dependency_bot_commits",
                    "params": {
                      "count": 61,
                      "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 8",
                "points": 8,
                "status": "partial",
                "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": 41177,
              "source_files_sampled": 46,
              "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": "0/46 source files over 60KB",
                "points": 55,
                "status": "met",
                "details": [
                  {
                    "code": "oversized_source_files",
                    "params": {
                      "kb": 60,
                      "sampled": 46,
                      "oversized": 0
                    }
                  }
                ],
                "max_points": 55
              }
            ]
          },
          {
            "key": "ai_interfaces",
            "band": "moderate",
            "name": "Machine-readable interfaces",
            "note": null,
            "notes": [],
            "value": 60,
            "inputs": {
              "example_dirs": [
                "examples"
              ],
              "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": "examples",
                "points": 40,
                "status": "met",
                "details": [
                  {
                    "code": "file_list",
                    "params": {
                      "files": "examples"
                    }
                  }
                ],
                "max_points": 40
              }
            ]
          }
        ],
        "description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
      }
    ],
    "metrics_version": "1.13.0"
  },
  "warnings": [
    "deps.dev does not index pypi:mcp-proxy-for-aws@1.6.4; advisories assessed against the repository dependency graph instead"
  ],
  "report_type": "repository",
  "generated_at": "2026-07-21T21:03:56.758741Z",
  "schema_version": "0.23.0",
  "badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/a/aws/mcp-proxy-for-aws.svg",
  "full_name": "aws/mcp-proxy-for-aws",
  "license_state": "standard",
  "license_spdx": "Apache-2.0"
}