JSON-Rohbericht maschinenlesbar
{
"data": {
"repo": {
"topics": [
"agents",
"ai",
"ai-agents",
"llm",
"multi-agent-systems"
],
"is_fork": false,
"size_kb": 33262,
"has_wiki": false,
"homepage": null,
"languages": {
"Python": 804262,
"Dockerfile": 552,
"Go Template": 1772
},
"pushed_at": "2026-07-23T09:42:54Z",
"created_at": "2022-09-28T17:31:19Z",
"owner_type": "Organization",
"updated_at": "2026-07-23T10:13:34Z",
"description": "A fast and lightweight framework for creating decentralized agents with ease.",
"is_archived": false,
"is_disabled": false,
"license_spdx": "Apache-2.0",
"default_branch": "main",
"license_spdx_raw": "Apache-2.0",
"primary_language": "Python",
"significant_languages": [
"Python"
]
},
"owner": {
"blog": "https://fetch.ai",
"name": "Fetch.AI",
"type": "Organization",
"login": "fetchai",
"company": null,
"location": null,
"followers": 1526,
"avatar_url": "https://avatars.githubusercontent.com/u/40889903?v=4",
"created_at": "2018-07-06T11:22:52Z",
"is_verified": null,
"public_repos": 96,
"account_age_days": 2938
},
"license": {
"state": "standard",
"spdx_id": "Apache-2.0",
"raw_spdx": "Apache-2.0",
"file_present": true,
"scorecard_found": true,
"profile_has_license": true
},
"activity": {
"releases": [
{
"tag": "v0.25.3",
"kind": "patch",
"published_at": "2026-07-16T12:20:07Z"
},
{
"tag": "core@0.4.8",
"kind": "other",
"published_at": "2026-07-13T13:55:03Z"
},
{
"tag": "core@0.4.7",
"kind": "other",
"published_at": "2026-06-18T13:51:06Z"
},
{
"tag": "v0.25.2",
"kind": "patch",
"published_at": "2026-05-28T14:51:59Z"
},
{
"tag": "core@0.4.6",
"kind": "other",
"published_at": "2026-05-28T14:27:54Z"
},
{
"tag": "v0.25.1",
"kind": "patch",
"published_at": "2026-05-21T11:59:01Z"
},
{
"tag": "v0.25.0",
"kind": "minor",
"published_at": "2026-05-21T08:57:16Z"
},
{
"tag": "core@0.4.5",
"kind": "other",
"published_at": "2026-05-21T08:43:04Z"
},
{
"tag": "core@0.4.5b2",
"kind": "other",
"published_at": "2026-05-14T14:54:27Z"
},
{
"tag": "core@0.4.5b1",
"kind": "other",
"published_at": "2026-05-13T15:45:07Z"
},
{
"tag": "core@0.4.5a3",
"kind": "other",
"published_at": "2026-04-23T15:10:36Z"
},
{
"tag": "v0.24.2",
"kind": "patch",
"published_at": "2026-04-17T15:12:45Z"
},
{
"tag": "v0.24.1",
"kind": "patch",
"published_at": "2026-04-10T13:04:55Z"
},
{
"tag": "core@0.4.5a2",
"kind": "other",
"published_at": "2026-03-12T15:28:13Z"
},
{
"tag": "core@0.4.5a1",
"kind": "other",
"published_at": "2026-03-12T11:45:55Z"
},
{
"tag": "v0.24.0",
"kind": "minor",
"published_at": "2026-03-04T17:57:10Z"
},
{
"tag": "core@0.4.4",
"kind": "other",
"published_at": "2026-02-26T12:04:56Z"
},
{
"tag": "v0.23.7",
"kind": "patch",
"published_at": "2026-02-25T13:52:17Z"
},
{
"tag": "core@0.4.3",
"kind": "other",
"published_at": "2026-02-25T13:40:11Z"
},
{
"tag": "core@0.4.2",
"kind": "other",
"published_at": "2026-02-19T11:20:54Z"
},
{
"tag": "core@0.4.1",
"kind": "other",
"published_at": "2026-02-19T01:29:00Z"
},
{
"tag": "v0.23.6",
"kind": "patch",
"published_at": "2026-01-21T11:25:10Z"
},
{
"tag": "v0.23.5",
"kind": "patch",
"published_at": "2026-01-15T17:24:09Z"
},
{
"tag": "v0.23.4",
"kind": "patch",
"published_at": "2025-12-26T18:18:32Z"
},
{
"tag": "v0.23.3",
"kind": "patch",
"published_at": "2025-12-19T14:41:05Z"
},
{
"tag": "v0.23.2",
"kind": "patch",
"published_at": "2025-12-10T13:47:46Z"
},
{
"tag": "v0.23.1",
"kind": "patch",
"published_at": "2025-12-05T16:52:13Z"
},
{
"tag": "v0.23.0",
"kind": "minor",
"published_at": "2025-12-02T13:59:15Z"
},
{
"tag": "core@0.4.0",
"kind": "other",
"published_at": "2025-11-25T16:35:38Z"
},
{
"tag": "adapter@0.6.2",
"kind": "other",
"published_at": "2025-10-21T09:31:18Z"
},
{
"tag": "adapter@0.6.1",
"kind": "other",
"published_at": "2025-10-10T12:59:20Z"
},
{
"tag": "core@0.3.11",
"kind": "other",
"published_at": "2025-10-09T12:54:59Z"
},
{
"tag": "adapter@0.6.0",
"kind": "other",
"published_at": "2025-10-07T15:54:55Z"
},
{
"tag": "v0.22.10",
"kind": "patch",
"published_at": "2025-10-06T12:40:36Z"
},
{
"tag": "core@0.3.10",
"kind": "other",
"published_at": "2025-10-03T14:11:53Z"
},
{
"tag": "v0.22.9",
"kind": "patch",
"published_at": "2025-09-24T08:59:17Z"
},
{
"tag": "core@0.3.9",
"kind": "other",
"published_at": "2025-09-24T08:42:08Z"
},
{
"tag": "core@0.3.8",
"kind": "other",
"published_at": "2025-09-10T09:57:55Z"
},
{
"tag": "v0.22.8",
"kind": "patch",
"published_at": "2025-08-27T11:59:32Z"
},
{
"tag": "v0.22.7",
"kind": "patch",
"published_at": "2025-08-16T20:52:24Z"
},
{
"tag": "core@0.3.7",
"kind": "other",
"published_at": "2025-08-15T13:56:35Z"
},
{
"tag": "v0.22.6",
"kind": "patch",
"published_at": "2025-08-07T13:08:54Z"
},
{
"tag": "core@0.3.6",
"kind": "other",
"published_at": "2025-08-07T12:55:42Z"
},
{
"tag": "core@0.3.5",
"kind": "other",
"published_at": "2025-07-23T15:17:50Z"
},
{
"tag": "adapter@0.5.0",
"kind": "other",
"published_at": "2025-07-11T16:10:41Z"
},
{
"tag": "adapter@0.4.1",
"kind": "other",
"published_at": "2025-07-02T08:33:42Z"
},
{
"tag": "core@0.3.4",
"kind": "other",
"published_at": "2025-06-23T12:44:17Z"
},
{
"tag": "core@0.3.3",
"kind": "other",
"published_at": "2025-06-17T09:53:12Z"
},
{
"tag": "adapter@0.4.0",
"kind": "other",
"published_at": "2025-06-16T09:00:15Z"
},
{
"tag": "core@0.3.2",
"kind": "other",
"published_at": "2025-06-05T11:35:42Z"
},
{
"tag": "v0.22.5",
"kind": "patch",
"published_at": "2025-05-30T12:51:16Z"
},
{
"tag": "core@0.3.1",
"kind": "other",
"published_at": "2025-05-16T20:53:41Z"
},
{
"tag": "adapter@0.3.0",
"kind": "other",
"published_at": "2025-05-15T15:11:44Z"
},
{
"tag": "v0.22.4",
"kind": "patch",
"published_at": "2025-05-15T13:21:35Z"
},
{
"tag": "core@0.3.0",
"kind": "other",
"published_at": "2025-05-15T13:09:41Z"
},
{
"tag": "adapter@0.2.1",
"kind": "other",
"published_at": "2025-05-09T09:31:25Z"
},
{
"tag": "adapter@0.2.0",
"kind": "other",
"published_at": "2025-05-07T09:59:59Z"
},
{
"tag": "adapter@0.1.0",
"kind": "other",
"published_at": "2025-04-17T16:00:55Z"
},
{
"tag": "v0.22.3",
"kind": "patch",
"published_at": "2025-04-10T16:21:45Z"
},
{
"tag": "v0.22.2",
"kind": "patch",
"published_at": "2025-04-09T12:51:25Z"
},
{
"tag": "core@0.2.3",
"kind": "other",
"published_at": "2025-04-08T11:43:29Z"
},
{
"tag": "core@0.2.2",
"kind": "other",
"published_at": "2025-04-01T10:25:53Z"
},
{
"tag": "v0.22.1",
"kind": "patch",
"published_at": "2025-03-31T14:09:37Z"
},
{
"tag": "core@0.2.1",
"kind": "other",
"published_at": "2025-03-31T13:46:46Z"
},
{
"tag": "v0.22.0",
"kind": "minor",
"published_at": "2025-03-28T15:55:59Z"
},
{
"tag": "core@0.2.0",
"kind": "other",
"published_at": "2025-03-28T14:11:48Z"
},
{
"tag": "v0.21.0",
"kind": "minor",
"published_at": "2025-03-18T10:02:47Z"
},
{
"tag": "core@0.1.3",
"kind": "other",
"published_at": "2025-03-03T11:10:44Z"
},
{
"tag": "v0.20.1",
"kind": "patch",
"published_at": "2025-02-21T10:23:16Z"
},
{
"tag": "v0.20.0",
"kind": "minor",
"published_at": "2025-02-20T15:28:08Z"
},
{
"tag": "core@0.1.2",
"kind": "other",
"published_at": "2025-02-05T16:51:27Z"
},
{
"tag": "core@0.1.1",
"kind": "other",
"published_at": "2025-01-30T15:32:23Z"
},
{
"tag": "v0.19.0",
"kind": "minor",
"published_at": "2025-01-29T16:42:58Z"
},
{
"tag": "v0.18.1",
"kind": "patch",
"published_at": "2024-12-20T13:29:17Z"
},
{
"tag": "v0.18.0",
"kind": "minor",
"published_at": "2024-12-17T13:56:16Z"
},
{
"tag": "v0.17.1",
"kind": "patch",
"published_at": "2024-10-30T14:23:42Z"
},
{
"tag": "v0.17.0",
"kind": "minor",
"published_at": "2024-10-22T09:49:38Z"
},
{
"tag": "v0.16.2",
"kind": "patch",
"published_at": "2024-10-15T10:40:29Z"
},
{
"tag": "v0.16.1",
"kind": "patch",
"published_at": "2024-10-10T15:11:13Z"
},
{
"tag": "v0.16.0",
"kind": "minor",
"published_at": "2024-10-09T08:22:25Z"
},
{
"tag": "v0.15.2",
"kind": "patch",
"published_at": "2024-08-16T13:08:27Z"
},
{
"tag": "v0.15.1",
"kind": "patch",
"published_at": "2024-08-07T17:00:25Z"
},
{
"tag": "v0.15.0",
"kind": "minor",
"published_at": "2024-08-07T09:45:36Z"
},
{
"tag": "v0.14.0",
"kind": "minor",
"published_at": "2024-07-10T08:40:21Z"
},
{
"tag": "v0.13.1",
"kind": "patch",
"published_at": "2024-07-04T09:57:58Z"
},
{
"tag": "v0.13.0",
"kind": "minor",
"published_at": "2024-07-03T12:02:23Z"
},
{
"tag": "v0.12.4",
"kind": "patch",
"published_at": "2024-07-03T11:23:21Z"
},
{
"tag": "v0.12.3",
"kind": "patch",
"published_at": "2024-06-25T10:13:38Z"
},
{
"tag": "v0.12.2",
"kind": "patch",
"published_at": "2024-05-28T18:13:14Z"
},
{
"tag": "v0.12.1",
"kind": "patch",
"published_at": "2024-05-28T15:46:15Z"
},
{
"tag": "v0.12.0",
"kind": "minor",
"published_at": "2024-05-28T08:29:07Z"
},
{
"tag": "v0.11.1",
"kind": "patch",
"published_at": "2024-04-19T09:50:12Z"
},
{
"tag": "v0.11.0",
"kind": "minor",
"published_at": "2024-03-06T14:56:04Z"
},
{
"tag": "v0.10.0",
"kind": "minor",
"published_at": "2024-02-08T14:09:54Z"
},
{
"tag": "v0.9.3",
"kind": "patch",
"published_at": "2024-01-12T09:43:31Z"
},
{
"tag": "v0.9.2",
"kind": "patch",
"published_at": "2023-12-14T11:40:55Z"
},
{
"tag": "v0.9.1",
"kind": "patch",
"published_at": "2023-12-06T14:55:41Z"
},
{
"tag": "v0.9.0",
"kind": "minor",
"published_at": "2023-11-29T10:31:58Z"
},
{
"tag": "v0.8.1",
"kind": "patch",
"published_at": "2023-11-16T20:33:50Z"
},
{
"tag": "v0.8.0",
"kind": "minor",
"published_at": "2023-11-06T13:47:04Z"
}
],
"recent_commits": [
{
"oid": "7870048f0e80ed3c48f83556511169ecf671df5b",
"body": null,
"is_bot": false,
"headline": "chore(uagents): move quota protocol to main protocol module (#916)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-07-23T09:42:52Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1e3a1b242041e05dd1b85d175a3542831542af03",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.25.2 to 0.25.3 (#917)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-07-16T12:19:44Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "378f260fdc152de0ea405ef78f607a1d5d0d4915",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.7 to 0.4.8 (#914)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-07-13T13:54:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4a00a11e4102af6ee97dd0561d5f637c642678c0",
"body": null,
"is_bot": false,
"headline": "feat(core,uagents): add chat starter prompts to agent profile (#911)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-07-13T13:43:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c210bbea65fd3514ac47ec13d9de36e9ca419a78",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.6 to 0.4.7 (#906)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-06-18T13:50:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0f2c8a64118192d4e77c61395f388c5b84d5935c",
"body": null,
"is_bot": false,
"headline": "chore(uagents): suppress RPC error logging (#900)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-06-02T14:44:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3ea1e63bfa370b1fedbd204e34a99f596e8f03c",
"body": null,
"is_bot": false,
"headline": "chore(core): move agentverse sdk to agentverse repo (#902)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-06-02T13:41:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6e3a044082407cc4b80aad746035ceb176f808d8",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.25.1 to 0.25.2 (#899)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-28T14:51:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "14aaca8584b36969fcb5687d4f660250bd819195",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.5 to 0.4.6 (#898)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-28T14:27:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f9aab5d78bd78c360fcfca7fc598407286cce4f5",
"body": null,
"is_bot": false,
"headline": "feat(core): support agent interactive cards (#897)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-28T13:46:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "323f20da381475b232a4565bb5bac2c11da6eca2",
"body": null,
"is_bot": false,
"headline": "feat(core): add storage support (#896)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-05-28T13:23:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "9f6a18bd1e8356be834d6d6e78533c47c609e8d1",
"body": null,
"is_bot": false,
"headline": "chore(uagents): update cosmpy and bump version to 0.25.1 (#893)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-21T11:58:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d232c3b6d85f3b7045fd6cd4a9c8bb09e2c89623",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.24.2 to 0.25.0 (#892)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-21T08:56:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e3bf7ca6c44c2a8d292e746bb5c8947bdc63984d",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.5b2 to 0.4.5 (#890)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-21T08:42:40Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f3f775337542743acbd0ca0530c6dfa51f575b95",
"body": null,
"is_bot": false,
"headline": "feat(uagents,core): support profile banner image urls (#883)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-19T09:35:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b62532decdf52edbbcbd2ad1750aaa1da82e55f3",
"body": "Co-authored-by: Alejandro-Morales <77800944+Alejandro-Morales@users.noreply.github.com>\nCo-authored-by: James Riehl <james.riehl@fetch.ai>",
"is_bot": false,
"headline": "feat(uagents): update cosmpy to 0.12.0 (#813)",
"author_name": "Jiri Vestfal",
"author_login": "MissingNO57",
"committed_at": "2026-05-18T20:09:04Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6d7008971eaff74e0a0ca564c19d666f5047ef1a",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.5b1 to 0.4.5b2 (#889)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-14T14:54:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d59a554d729e94f31c9f67244761f630c9edab9e",
"body": null,
"is_bot": false,
"headline": "fix(core): fix attriute error bug (#888)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-05-14T14:29:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e62cbb9428d72ae3eb2ec450f54eadda3b437764",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.5a3 to 0.4.5b1 (#887)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-13T15:44:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "3ee33539818ff6203e4981ef20c7571a75f2f74e",
"body": null,
"is_bot": false,
"headline": "feat(core): add full a2a & langgraph support to agentverse sdk (#886)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-05-12T20:28:49Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ab2d20ae0a46d467aa8c425f1c752db6863e9d53",
"body": "…in + improve logging (#884)",
"is_bot": false,
"headline": "chore(core): rename adapters to sdk + add error management to langcha…",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-05-11T10:45:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6ab225b5f29a423c9250b77f41b23c3938406d58",
"body": null,
"is_bot": false,
"headline": "chore(uagents,core): switch from poetry to uv (#861)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-05T14:40:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a52d1a63d3eaeed04ffd8f27f63975a1658b507c",
"body": "…882)",
"is_bot": false,
"headline": "fix(uagents): ignore unexpected response types on send_and_receive (#…",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-05-05T13:05:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "827e30f43d961b206da350b06522b96dd1a4216a",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.5a2 to 0.4.5a3 (#879)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-23T15:09:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "69f351e6d0e36d4eedcd320a99fd4d00e5568baf",
"body": null,
"is_bot": false,
"headline": "feat(core): initial langgchain adapter (#857)",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2026-04-23T14:40:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c3667ebdda21e1768912d33afff94424015ef8a1",
"body": null,
"is_bot": false,
"headline": "fix(core): make async resolver non-blocking (#878)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-23T13:20:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b6683120b8bcdf7438f320876254e621756c6203",
"body": "…ial error reporting (#863)",
"is_bot": false,
"headline": "feat(core): adapters process chat message in a background task + init…",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-04-23T05:36:50Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ca017fb76fc19e965d2a738446ce1e88388c8f03",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.24.1 to 0.24.2 (#875)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-17T15:12:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "37c5f779d1a40e6a6d6e0c9f7dae34b7e8c29543",
"body": null,
"is_bot": false,
"headline": "feat(uagents): experimental chat agent updates (#873)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-17T08:33:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "272b15e813e588da18ef00c654880bb987b044f6",
"body": null,
"is_bot": false,
"headline": "feat(core): agentverse troubleshooting utility updates (#869)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-14T15:17:25Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6b7531c74e02bd9ffee3df9de3a9f5a147d2904d",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.24.0 to 0.24.1 (#867)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-10T13:04:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "92dd74b280172d40a3a9cd02fdc4ba3c9b2e8f2d",
"body": null,
"is_bot": false,
"headline": "fix(uagents): dispenser invalid state error (#866)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-04-10T12:54:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a3e7049fcdfa345969d01c8ce2ae55b8564035fc",
"body": null,
"is_bot": false,
"headline": "feat(experimental): improve ChatAgent final text response (#864)",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2026-04-08T12:43:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4b5168b052def402e0ee1de989fceda08a5f3db",
"body": null,
"is_bot": false,
"headline": "feat(core): agentverse adapter improvement (#860)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-04-01T10:41:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f634d62905e03ab1abb9a814ddf6f5c72753efdf",
"body": "Co-authored-by: James Riehl <33920192+jrriehl@users.noreply.github.com>\nCo-authored-by: James Riehl <james.riehl@fetch.ai>",
"is_bot": false,
"headline": "fix(uagents): resolve critical bugs and improve error handling (#827)",
"author_name": "OnChainMee",
"author_login": "Trustdev-eth",
"committed_at": "2026-03-31T12:17:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c5aaa289fbca3258191aa1e4b9a0024f886c5d3b",
"body": null,
"is_bot": false,
"headline": "chore(uagents): update active status on startup (#852)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-03-17T12:49:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "08f636e2e3eee70a6dc5699b256056ffa323130e",
"body": null,
"is_bot": false,
"headline": "chore(core): 0.4.5a2 release (#850)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-03-12T15:27:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "47c628f9d229336443d682937b8c31aad26ad49c",
"body": null,
"is_bot": false,
"headline": "chore(core): update agent uri parsing in a2a adapter (#849)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-03-12T15:24:51Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d03617284535bf73bd46d1dfbe7a5a58b062582c",
"body": null,
"is_bot": false,
"headline": "chore(core): 0.4.5a1 release (#848)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-03-12T11:45:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "b1b235b7a55bd9bfb331e6cbeea4c19cc2a36245",
"body": null,
"is_bot": false,
"headline": "feat(core): add initial a2a adapter (#814)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-03-12T10:53:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e0db675410852e62af9de63b4742115403c22116",
"body": "… (#847)\n\nCo-authored-by: James Riehl <33920192+jrriehl@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(core): add agentverse cli for public profile and troubleshooting…",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2026-03-07T07:15:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a4f20dca2b01384dd07b9d2b1fca7f4dbcd5241c",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.7 to 0.24.0 (#844)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-03-04T17:56:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb18765862b4847e5bcd98030cd8d41d70d96d73",
"body": "…… (#846)",
"is_bot": false,
"headline": "feat(experimental): create utility function for cleaner message histo…",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2026-03-04T16:32:00Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e6ab3b1f73fb6c56a649e8cd39d3ed41683b7136",
"body": null,
"is_bot": false,
"headline": "fix(uagents): store external msgs only once in history (#845)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-03-04T10:52:33Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "355c08427b3b0b5c840f2c5423507e3a512bb5f0",
"body": null,
"is_bot": false,
"headline": "fix(uagents): graceful bureau shutdown (#843)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-03-03T12:31:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7509df7f9d4ef732b4626ebbf221e77bcab60804",
"body": null,
"is_bot": false,
"headline": "feat(uagents): support zero-downtime deployment (#837)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-03-02T13:50:26Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ea149830f9bfc38d7969f72c442d8f07f2d38e7b",
"body": "Co-authored-by: Alejandro Morales <alejandromorales@Alejandros-Mac-mini.local>",
"is_bot": false,
"headline": "fix(experimental): restrict ChatAgent to available tools (#842)",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2026-02-27T13:12:45Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "453c6daaddb2ab4f6af7b7e67b1dc167aad3af1d",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.3 to 0.4.4 (#841)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-02-26T12:04:17Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5cdba8ef41a0deb53b9cd47f7afcffb9591db20c",
"body": null,
"is_bot": false,
"headline": "feat(core): enable interaction tracking (#840)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-02-26T11:27:47Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "e557f1c6ef756c0bf5fb4308584080f7dfb44058",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.6 to 0.23.7 (#839)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-02-25T13:51:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "213929ae970918a454a29d3b8d73e821ae1d06a8",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.2 to 0.4.3 (#838)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-02-25T13:39:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2edc62328d086d127efe55fdcf7d857f6466ca3c",
"body": "…836)",
"is_bot": false,
"headline": "fix(core): do not restrict agent registration metadata to str dict (#…",
"author_name": "Zoltán Mezei",
"author_login": "zmezei",
"committed_at": "2026-02-25T13:32:42Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1ad5ae017b90efb06cc9369f3530520a5d9d274b",
"body": null,
"is_bot": false,
"headline": "feat(uagents): allow custom StorageAPI implementation in Agent (#835)",
"author_name": "tejus-fetch",
"author_login": "tejus-fetch",
"committed_at": "2026-02-20T11:05:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "42222c253253206fb6254ae9a3c30d5852f906b8",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.4.1 to 0.4.2 (#833)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-02-19T11:19:24Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a235fa774830c2c6f311b9818dc3c8ed43eef4bf",
"body": null,
"is_bot": false,
"headline": "feat(core): add track interactions setting with default true (#831)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-02-19T11:14:34Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24feb1cd83fb837e2daf3452f002eaadedcf72b5",
"body": null,
"is_bot": false,
"headline": "fix(experimental): Improving docs and error handling (#832)",
"author_name": "Devon Bleibtrey",
"author_login": "bleib1dj",
"committed_at": "2026-02-19T01:28:22Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "93e981d8ef712c7486f1f5b1ca0fef06c7dd0e75",
"body": null,
"is_bot": false,
"headline": "docs(core): upgrade from 0.3.x to 0.4.0 (#828)",
"author_name": "Devon Bleibtrey",
"author_login": "bleib1dj",
"committed_at": "2026-02-19T01:03:41Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "44ad8f1a5c359c2fc69d359d1e79d60c526ae17a",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.5 to 0.23.6 (#826)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-01-21T11:24:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "040de6961646e1cf8fe907bdb43d5382b44be056",
"body": "Co-authored-by: James Riehl <james.riehl@fetch.ai>",
"is_bot": false,
"headline": "chore(uagents): add option to handle messages concurrently (#825)",
"author_name": "Zoltán Mezei",
"author_login": "zmezei",
"committed_at": "2026-01-21T11:18:21Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "34876074addce19f35d557ee7807a600519c2c47",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.4 to 0.23.5 (#824)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2026-01-15T17:23:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "8a57dafaffebbd3c931acd75da1e63c23f58dc8c",
"body": "Co-authored-by: Alejandro Morales <alejandromorales@Alejandros-Mac-mini.local>",
"is_bot": false,
"headline": "fix(experimental): tool_choice bug and send chat msg (#822)",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2026-01-15T14:15:43Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "48291497b47b3b1beeaa135256a0a4ac25eeaae2",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.3 to 0.23.4 (#821)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2025-12-26T18:17:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "eb765c787151e5685ae357310c61c55a9018f248",
"body": null,
"is_bot": false,
"headline": "fix(uagents): mailbox agent attestation (#820)",
"author_name": "Lokman Rahmani",
"author_login": "lrahmani",
"committed_at": "2025-12-26T18:10:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "91d4c709903d99ea7859ff0346a07d8de76d8884",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.2 to 0.23.3 (#819)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-12-19T14:40:32Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "6636558382fdaf3e8016b6c43d0b0c0a62a55dac",
"body": null,
"is_bot": false,
"headline": "fix(uagents): set timezone utc for attestation (#818)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-12-19T14:33:55Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d4a56a9788f153e42da93c6609d3b460c6987eba",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.23.1 to 0.23.2 (#816)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-12-10T13:47:05Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0bca1eefb3ab6af81d93d117059d38a06be0ddca",
"body": "Co-authored-by: Alejandro Morales <alejandromorales@Alejandros-Mac-mini.local>",
"is_bot": false,
"headline": "fix(experimental): import typo on chat_agent README (#817)",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2025-12-10T13:40:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "46b8c8619e4c6fb6d4fb1ab69cae075b618f02e2",
"body": null,
"is_bot": false,
"headline": "fix(uagents): do not check expiry in almanac api resolver (#815)",
"author_name": "Zoltán Mezei",
"author_login": "zmezei",
"committed_at": "2025-12-10T10:47:27Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "12e94dd9aac009379717cdf9d111f9075f4b669e",
"body": "Co-authored-by: Alejandro Morales <alejandromorales@Alejandros-Mac-mini.local>\nCo-authored-by: James Riehl <james.riehl@fetch.ai>\nCo-authored-by: James Riehl <33920192+jrriehl@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(experimental): add ChatAgent (#804)",
"author_name": "Alejandro-Morales",
"author_login": "Alejandro-Morales",
"committed_at": "2025-12-09T10:06:15Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c79d3b7271617808296d14e6d29fb43ee95efb1b",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version to 0.23.1 for release (#812)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-12-05T16:51:35Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d2e6907c6df1f24e01e68c283742cfd77df5370e",
"body": null,
"is_bot": false,
"headline": "chore(uagents): release v0.23.0 (#810)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-12-02T13:58:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2f59c4257fcaaa653a15c485354c0dd4e05e9604",
"body": null,
"is_bot": false,
"headline": "feat(uagents): add support for v2 endpoints (#806)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-11-26T17:03:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "67890c22f836ec9853be73f5abb5b815a72ef9a9",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.3.11 to 0.4.0 (#809)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-11-25T16:34:59Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f920b01cff4e21c493879f3348554848fe484a5d",
"body": null,
"is_bot": false,
"headline": "fix(core): add headers to registration request (#808)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-11-20T13:54:46Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c2559f562f9bab6b9dfaf9d07d259d85acd0c47f",
"body": null,
"is_bot": false,
"headline": "chore(core): add v2 team support (#807)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-11-19T16:08:28Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "0fce72688a64560a9500528feabe657a91d6a359",
"body": null,
"is_bot": false,
"headline": "feat(core): support v2 endpoints (#805)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-11-19T13:49:56Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "87c08a74e15cc4c04f833ad50119fae370d2cf5a",
"body": null,
"is_bot": false,
"headline": "feat(uagents): set default network to mainnet (#785)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-11-18T16:55:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "5bc814c58b6a565df77cfa466d233bb1fac9c174",
"body": "…e (#802)",
"is_bot": false,
"headline": "chore(core): update endpoints in fastapi chat protocol adapter exampl…",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-21T09:33:08Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ad0aca295f1798fd9b9b7d12b216b94164431cd5",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version uagents-adapter to 0.6.2 (#801)",
"author_name": "GAUTAM MANAK",
"author_login": "gautammanak1",
"committed_at": "2025-10-21T09:30:14Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "f93f97942e9b670f5a813948a08645fcc482ac50",
"body": "…CrewAI version (#800)\n\nCo-authored-by: James Riehl <james.riehl@fetch.ai>",
"is_bot": false,
"headline": "fix(uagents): add missing run() method to CrewaiRegisterTool, update …",
"author_name": "GAUTAM MANAK",
"author_login": "gautammanak1",
"committed_at": "2025-10-21T09:09:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "c809817e928d726aac9c822a864c115e0360b173",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version uagents-adapter to 0.6.1 (#797)",
"author_name": "abhifetch",
"author_login": "abhifetch",
"committed_at": "2025-10-10T12:58:39Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4932725ac36d90e2341d770b10ec0780eaf84615",
"body": null,
"is_bot": false,
"headline": "fix(integration): Fixing imports on AP2 protocol (#794)",
"author_name": "abhifetch",
"author_login": "abhifetch",
"committed_at": "2025-10-10T12:51:37Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "d57a29aff419decaf94d79b3ccec0e39867cf12d",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.3.10 to 0.3.11 (#795)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-09T12:54:16Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a92d11468aeddc8c3b8ef9a723a2dcbeefb849d0",
"body": null,
"is_bot": false,
"headline": "feat(core): add geolocation models for agent metadata (#793)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-09T12:48:29Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "23c9aa04884f1e1c749ec4d03890f18580f2218a",
"body": null,
"is_bot": false,
"headline": "fix(integration): Updating the adapter readmes (#792)",
"author_name": "abhifetch",
"author_login": "abhifetch",
"committed_at": "2025-10-08T11:34:48Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "24ebe2a2ce28469a6eabf06ec31b62eb7bb1cafb",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version uagents-adapter to 0.6.0 (#791)",
"author_name": "abhifetch",
"author_login": "abhifetch",
"committed_at": "2025-10-07T15:54:18Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2191c66bd04303f744637bb59da19e03872816f7",
"body": "…783)\n\nCo-authored-by: GAUTAM MANAK <106014185+gautammanak1@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(integration): centralize AI address, dedupe port logic, add … (#…",
"author_name": "abhifetch",
"author_login": "abhifetch",
"committed_at": "2025-10-07T15:23:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "4fdc8d9f90c2294791df5e042dc34c78f03bc155",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.22.9 to 0.22.10 (#790)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-06T12:39:57Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "934af03408540634c615d46775e76a5228de5f80",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.3.9 to 0.3.10 (#789)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-03T14:11:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1f19f7e06c4d388ffda2a26d42d1b928c40886a2",
"body": null,
"is_bot": false,
"headline": "fix(core): remove optional metadata constructor (#788)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-03T13:23:23Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "a63cc245982b2976b5f4d2979aaf4bf8b8013587",
"body": null,
"is_bot": false,
"headline": "chore(core): minor utils updates and external agent example (#787)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-10-01T13:31:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2251397f230e6086d18032c95a0773a02e1da1ee",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version to 0.22.9 for release (#786)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-24T08:58:36Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "7e3d6fc5b6a08e42b1eedcb61fd68009f56540bb",
"body": null,
"is_bot": false,
"headline": "chore(core): bump uagents-core version from 0.3.8 to 0.3.9 (#784)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-24T08:41:31Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "266268dfc8e495573c11b7b884f21e6bbf029518",
"body": null,
"is_bot": false,
"headline": "fix(uagents): catch all exceptions when checking mailbox (#782)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-17T12:48:58Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "250c80ba1fbf567742a642edf987a46a3259b8d3",
"body": null,
"is_bot": false,
"headline": "feat(core): add payment protocol (#781)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-17T12:40:06Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "284dd2971e631594402fbc1161c7bfb7c83b085e",
"body": null,
"is_bot": false,
"headline": "chore(core): bump version from 0.3.7 to 0.3.8 (#780)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-10T09:57:09Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "1b79026b93d1ae6ec3f6cc48c33bc00f6f81ec84",
"body": null,
"is_bot": false,
"headline": "feat(core): support resolving agent endpoints by domain (#765)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-10T09:52:02Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "2158602e09905cf3116fa5e8d2729a0c4fb99fb0",
"body": "Co-authored-by: lokman <lokman.rahmani@fetch.ai>\nCo-authored-by: Lokman Rahmani <lrahmani@users.noreply.github.com>",
"is_bot": false,
"headline": "feat(core): add unified register agent utility (#778)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-09-08T16:57:30Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "801d7b11ad5ef854002b0b16bd6d40d3934cf031",
"body": null,
"is_bot": false,
"headline": "chore(uagents): open agent_info endpoint to public (#777)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-08-28T08:39:53Z",
"body_truncated": false,
"is_coding_agent": false
},
{
"oid": "ee45cc34390519473a158ec448a2405e22a59001",
"body": null,
"is_bot": false,
"headline": "chore(uagents): bump version from 0.22.7 to 0.22.8 (#776)",
"author_name": "James Riehl",
"author_login": "jrriehl",
"committed_at": "2025-08-27T11:58:44Z",
"body_truncated": false,
"is_coding_agent": false
}
],
"releases_count": 100,
"commits_last_year": 115,
"latest_release_at": "2026-07-16T12:20:07Z",
"latest_release_tag": "v0.25.3",
"releases_from_tags": false,
"days_since_last_push": 0,
"active_weeks_last_year": 36,
"days_since_latest_release": 6,
"mean_days_between_releases": 7.1
},
"community": {
"has_readme": true,
"has_license": true,
"has_description": true,
"has_contributing": true,
"health_percentage": 87,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"ecosystem": {
"packages": [
{
"name": "uagents",
"exists": true,
"license": "Apache 2.0",
"keywords": [],
"ecosystem": "pypi",
"matches_repo": true,
"registry_url": "https://pypi.org/project/uagents/",
"is_deprecated": false,
"latest_version": "0.25.3",
"repository_url": "https://github.com/fetchai/uAgents",
"versions_count": 70,
"total_downloads": null,
"dependents_count": null,
"deprecation_note": null,
"maintainers_count": null,
"monthly_downloads": 11569,
"first_published_at": "2022-12-02T15:40:34.304278Z",
"latest_published_at": "2026-07-16T12:20:04.287830Z",
"latest_version_yanked": null,
"days_since_latest_publish": 6
}
]
},
"popularity": {
"forks": 352,
"stars": 1640,
"watchers": 26,
"fork_history": {
"days": [
{
"date": "2023-02-18",
"count": 1
},
{
"date": "2023-03-12",
"count": 1
},
{
"date": "2023-04-02",
"count": 1
},
{
"date": "2023-04-08",
"count": 1
},
{
"date": "2023-06-05",
"count": 1
},
{
"date": "2023-06-26",
"count": 1
},
{
"date": "2023-08-03",
"count": 2
},
{
"date": "2023-08-04",
"count": 1
},
{
"date": "2023-08-18",
"count": 1
},
{
"date": "2023-08-24",
"count": 2
},
{
"date": "2023-08-31",
"count": 1
},
{
"date": "2023-09-08",
"count": 1
},
{
"date": "2023-09-13",
"count": 1
},
{
"date": "2023-09-15",
"count": 6
},
{
"date": "2023-09-16",
"count": 1
},
{
"date": "2023-09-17",
"count": 2
},
{
"date": "2023-09-21",
"count": 13
},
{
"date": "2023-09-22",
"count": 3
},
{
"date": "2023-09-23",
"count": 4
},
{
"date": "2023-09-28",
"count": 1
},
{
"date": "2023-09-30",
"count": 2
},
{
"date": "2023-10-01",
"count": 1
},
{
"date": "2023-10-04",
"count": 1
},
{
"date": "2023-10-06",
"count": 1
},
{
"date": "2023-10-09",
"count": 1
},
{
"date": "2023-10-14",
"count": 1
},
{
"date": "2023-10-20",
"count": 1
},
{
"date": "2023-12-04",
"count": 1
},
{
"date": "2023-12-29",
"count": 1
},
{
"date": "2024-01-04",
"count": 1
},
{
"date": "2024-01-16",
"count": 1
},
{
"date": "2024-02-02",
"count": 1
},
{
"date": "2024-02-04",
"count": 1
},
{
"date": "2024-02-07",
"count": 1
},
{
"date": "2024-02-10",
"count": 1
},
{
"date": "2024-02-12",
"count": 1
},
{
"date": "2024-02-16",
"count": 1
},
{
"date": "2024-02-17",
"count": 1
},
{
"date": "2024-02-18",
"count": 1
},
{
"date": "2024-02-22",
"count": 1
},
{
"date": "2024-02-23",
"count": 1
},
{
"date": "2024-03-05",
"count": 1
},
{
"date": "2024-03-09",
"count": 2
},
{
"date": "2024-03-11",
"count": 1
},
{
"date": "2024-03-12",
"count": 1
},
{
"date": "2024-03-13",
"count": 1
},
{
"date": "2024-03-14",
"count": 2
},
{
"date": "2024-03-15",
"count": 12
},
{
"date": "2024-03-16",
"count": 4
},
{
"date": "2024-03-17",
"count": 2
},
{
"date": "2024-03-18",
"count": 4
},
{
"date": "2024-03-19",
"count": 2
},
{
"date": "2024-03-20",
"count": 5
},
{
"date": "2024-03-23",
"count": 1
},
{
"date": "2024-03-25",
"count": 1
},
{
"date": "2024-03-27",
"count": 1
},
{
"date": "2024-03-30",
"count": 1
},
{
"date": "2024-03-31",
"count": 2
},
{
"date": "2024-04-01",
"count": 2
},
{
"date": "2024-04-03",
"count": 1
},
{
"date": "2024-04-04",
"count": 1
},
{
"date": "2024-04-05",
"count": 1
},
{
"date": "2024-04-09",
"count": 1
},
{
"date": "2024-04-10",
"count": 1
},
{
"date": "2024-04-11",
"count": 1
},
{
"date": "2024-04-12",
"count": 5
},
{
"date": "2024-04-13",
"count": 17
},
{
"date": "2024-04-14",
"count": 3
},
{
"date": "2024-04-15",
"count": 2
},
{
"date": "2024-04-18",
"count": 3
},
{
"date": "2024-04-19",
"count": 3
},
{
"date": "2024-04-20",
"count": 6
},
{
"date": "2024-04-24",
"count": 1
},
{
"date": "2024-05-14",
"count": 1
},
{
"date": "2024-05-16",
"count": 3
},
{
"date": "2024-05-17",
"count": 2
},
{
"date": "2024-05-19",
"count": 1
},
{
"date": "2024-05-24",
"count": 1
},
{
"date": "2024-05-29",
"count": 7
},
{
"date": "2024-05-30",
"count": 1
},
{
"date": "2024-05-31",
"count": 1
},
{
"date": "2024-06-10",
"count": 1
},
{
"date": "2024-06-22",
"count": 1
},
{
"date": "2024-06-23",
"count": 2
},
{
"date": "2024-07-06",
"count": 1
},
{
"date": "2024-07-14",
"count": 1
},
{
"date": "2024-07-15",
"count": 1
},
{
"date": "2024-07-16",
"count": 1
},
{
"date": "2024-07-17",
"count": 2
},
{
"date": "2024-08-06",
"count": 1
},
{
"date": "2024-08-09",
"count": 2
},
{
"date": "2024-08-11",
"count": 1
},
{
"date": "2024-08-19",
"count": 1
},
{
"date": "2024-08-21",
"count": 1
},
{
"date": "2024-08-25",
"count": 2
},
{
"date": "2024-08-27",
"count": 2
},
{
"date": "2024-08-28",
"count": 2
},
{
"date": "2024-08-29",
"count": 1
},
{
"date": "2024-09-01",
"count": 1
},
{
"date": "2024-09-03",
"count": 1
},
{
"date": "2024-09-16",
"count": 1
},
{
"date": "2024-09-21",
"count": 1
},
{
"date": "2024-09-30",
"count": 1
},
{
"date": "2024-10-01",
"count": 2
},
{
"date": "2024-10-02",
"count": 3
},
{
"date": "2024-10-09",
"count": 1
},
{
"date": "2024-10-11",
"count": 2
},
{
"date": "2024-10-17",
"count": 1
},
{
"date": "2024-10-26",
"count": 1
},
{
"date": "2024-10-28",
"count": 1
},
{
"date": "2024-11-01",
"count": 1
},
{
"date": "2024-11-02",
"count": 1
},
{
"date": "2024-11-08",
"count": 1
},
{
"date": "2024-11-09",
"count": 1
},
{
"date": "2024-11-10",
"count": 1
},
{
"date": "2024-11-13",
"count": 1
},
{
"date": "2024-11-27",
"count": 1
},
{
"date": "2024-12-09",
"count": 1
},
{
"date": "2024-12-19",
"count": 1
},
{
"date": "2024-12-21",
"count": 1
},
{
"date": "2024-12-22",
"count": 1
},
{
"date": "2024-12-29",
"count": 2
},
{
"date": "2024-12-30",
"count": 1
},
{
"date": "2025-01-03",
"count": 1
},
{
"date": "2025-01-13",
"count": 1
},
{
"date": "2025-01-17",
"count": 1
},
{
"date": "2025-01-23",
"count": 1
},
{
"date": "2025-01-27",
"count": 2
},
{
"date": "2025-01-29",
"count": 1
},
{
"date": "2025-02-03",
"count": 1
},
{
"date": "2025-02-07",
"count": 1
},
{
"date": "2025-02-14",
"count": 1
},
{
"date": "2025-02-17",
"count": 1
},
{
"date": "2025-02-18",
"count": 2
},
{
"date": "2025-02-23",
"count": 1
},
{
"date": "2025-03-01",
"count": 1
},
{
"date": "2025-03-05",
"count": 1
},
{
"date": "2025-03-10",
"count": 2
},
{
"date": "2025-03-12",
"count": 2
},
{
"date": "2025-03-19",
"count": 2
},
{
"date": "2025-03-21",
"count": 2
},
{
"date": "2025-03-23",
"count": 1
},
{
"date": "2025-03-25",
"count": 1
},
{
"date": "2025-03-31",
"count": 1
},
{
"date": "2025-04-03",
"count": 1
},
{
"date": "2025-04-07",
"count": 1
},
{
"date": "2025-04-08",
"count": 1
},
{
"date": "2025-04-11",
"count": 1
},
{
"date": "2025-04-15",
"count": 1
},
{
"date": "2025-04-23",
"count": 1
},
{
"date": "2025-04-25",
"count": 2
},
{
"date": "2025-04-26",
"count": 23
},
{
"date": "2025-04-27",
"count": 1
},
{
"date": "2025-05-17",
"count": 1
},
{
"date": "2025-05-26",
"count": 1
},
{
"date": "2025-05-28",
"count": 1
},
{
"date": "2025-06-10",
"count": 1
},
{
"date": "2025-06-11",
"count": 1
},
{
"date": "2025-06-15",
"count": 1
},
{
"date": "2025-06-16",
"count": 2
},
{
"date": "2025-06-23",
"count": 2
},
{
"date": "2025-06-24",
"count": 1
},
{
"date": "2025-06-27",
"count": 2
},
{
"date": "2025-06-30",
"count": 2
},
{
"date": "2025-07-09",
"count": 1
},
{
"date": "2025-07-18",
"count": 1
},
{
"date": "2025-07-20",
"count": 1
},
{
"date": "2025-08-15",
"count": 1
},
{
"date": "2025-09-05",
"count": 1
},
{
"date": "2025-09-08",
"count": 1
},
{
"date": "2025-09-10",
"count": 1
},
{
"date": "2025-09-23",
"count": 1
},
{
"date": "2025-09-27",
"count": 1
},
{
"date": "2025-10-13",
"count": 1
},
{
"date": "2025-10-21",
"count": 1
},
{
"date": "2025-10-23",
"count": 1
},
{
"date": "2025-10-24",
"count": 1
},
{
"date": "2025-10-27",
"count": 1
},
{
"date": "2025-11-06",
"count": 1
},
{
"date": "2025-11-07",
"count": 1
},
{
"date": "2025-11-12",
"count": 1
},
{
"date": "2025-11-27",
"count": 1
},
{
"date": "2025-11-28",
"count": 1
},
{
"date": "2025-12-17",
"count": 2
},
{
"date": "2025-12-21",
"count": 1
},
{
"date": "2025-12-22",
"count": 2
},
{
"date": "2025-12-23",
"count": 2
},
{
"date": "2026-01-13",
"count": 1
},
{
"date": "2026-01-23",
"count": 1
},
{
"date": "2026-02-03",
"count": 1
},
{
"date": "2026-02-28",
"count": 1
},
{
"date": "2026-03-11",
"count": 1
},
{
"date": "2026-03-15",
"count": 1
},
{
"date": "2026-03-21",
"count": 1
},
{
"date": "2026-04-16",
"count": 1
},
{
"date": "2026-04-17",
"count": 1
},
{
"date": "2026-05-11",
"count": 1
},
{
"date": "2026-05-23",
"count": 1
},
{
"date": "2026-05-29",
"count": 1
},
{
"date": "2026-06-27",
"count": 1
},
{
"date": "2026-07-04",
"count": 1
},
{
"date": "2026-07-09",
"count": 1
}
],
"complete": true,
"collected": 343,
"total_forks": 352
},
"star_history": null,
"open_issues_and_prs": 48
},
"ai_readiness": {
"has_nix": false,
"example_dirs": [
"examples"
],
"has_llms_txt": false,
"has_dockerfile": true,
"has_mcp_signal": false,
"bootstrap_files": [],
"api_schema_files": [],
"has_devcontainer": false,
"typecheck_configs": [],
"toolchain_manifests": [],
"largest_source_bytes": 69221,
"source_files_sampled": 120,
"oversized_source_files": 1,
"agent_instruction_files": [
"python/docs/api/uagents/agent.md"
],
"agent_instruction_max_bytes": 20776
},
"dependencies": {
"manifests": [
"python/pyproject.toml"
],
"advisories": {
"error": null,
"scope": "repository_graph",
"source": "osv",
"findings": [
{
"name": "aiohttp",
"direct": true,
"version": "3.13.3",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-2fqr-mr3j-6wp8",
"GHSA-2vrm-gr82-f7m5",
"GHSA-3wq7-rqq7-wx6j",
"GHSA-4fvr-rgm6-gqmc",
"GHSA-4m7w-qmgq-4wj5",
"GHSA-63hf-3vf5-4wqf",
"GHSA-63hw-fmq6-xxg2",
"GHSA-966j-vmvw-g2g9",
"GHSA-9x8q-7h8h-wcw9",
"GHSA-c427-h43c-vf67"
],
"fixed_version": "3.14.1",
"advisory_count": 42,
"oldest_advisory_days": 112
},
{
"name": "black",
"direct": false,
"version": "23.12.1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-3936-cmfr-pm3m",
"GHSA-fj7x-q9j7-g6q6",
"PYSEC-2024-48",
"PYSEC-2026-2120",
"PYSEC-2026-2121"
],
"fixed_version": "26.3.1",
"advisory_count": 5,
"oldest_advisory_days": 856
},
{
"name": "chromadb",
"direct": false,
"version": "1.1.1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-f4j7-r4q5-qw2c",
"PYSEC-2026-311"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": 65
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.6",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-537c-gmf6-5ccf",
"GHSA-p423-j2cm-9vmq",
"PYSEC-2026-36"
],
"fixed_version": "48.0.1",
"advisory_count": 3,
"oldest_advisory_days": 105
},
{
"name": "litellm",
"direct": false,
"version": "1.74.9",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-4g5m-c9r5-49xf",
"GHSA-4xpc-pv4p-pm3w",
"GHSA-53mr-6c8q-9789",
"GHSA-5jmr-gcrj-2c9q",
"GHSA-69x8-hrgq-fjj8",
"GHSA-72m8-9m7m-h278",
"GHSA-7488-6r32-c95q",
"GHSA-jjhc-v7c2-5hh6",
"GHSA-qrc4-49gv-mv9m",
"GHSA-v4p8-mg3p-g94g"
],
"fixed_version": "1.84.0",
"advisory_count": 17,
"oldest_advisory_days": 110
},
{
"name": "litellm",
"direct": false,
"version": "1.82.6",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.8,
"advisory_ids": [
"GHSA-4g5m-c9r5-49xf",
"GHSA-4xpc-pv4p-pm3w",
"GHSA-53mr-6c8q-9789",
"GHSA-5jmr-gcrj-2c9q",
"GHSA-69x8-hrgq-fjj8",
"GHSA-7488-6r32-c95q",
"GHSA-jjhc-v7c2-5hh6",
"GHSA-qrc4-49gv-mv9m",
"GHSA-r75f-5x8p-qvmc",
"GHSA-v4p8-mg3p-g94g"
],
"fixed_version": "1.84.0",
"advisory_count": 22,
"oldest_advisory_days": 110
},
{
"name": "pillow",
"direct": false,
"version": "12.1.1",
"severity": "critical",
"ecosystem": "pypi",
"cvss_score": 9.1,
"advisory_ids": [
"GHSA-45hq-cxwh-f6vc",
"GHSA-4x4j-2g7c-83w6",
"GHSA-5x94-69rx-g8h2",
"GHSA-5xmw-vc9v-4wf2",
"GHSA-62p4-gmf7-7g93",
"GHSA-6r8x-57c9-28j4",
"GHSA-8v84-f9pq-wr9x",
"GHSA-9hw9-ch79-4vh6",
"GHSA-fj7v-r99m-22gq",
"GHSA-jjj6-mw9f-p565"
],
"fixed_version": "12.3.0",
"advisory_count": 32,
"oldest_advisory_days": 79
},
{
"name": "click",
"direct": false,
"version": "8.0.4",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 83
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.2,
"advisory_ids": [
"PYSEC-2026-2132"
],
"fixed_version": "8.3.3",
"advisory_count": 1,
"oldest_advisory_days": 83
},
{
"name": "ecdsa",
"direct": false,
"version": "0.19.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.4,
"advisory_ids": [
"GHSA-9f5j-8jwj-x28g",
"GHSA-wj6h-64fc-37mp",
"PYSEC-2026-1325",
"PYSEC-2026-2467"
],
"fixed_version": "0.19.2",
"advisory_count": 4,
"oldest_advisory_days": 912
},
{
"name": "ecdsa",
"direct": false,
"version": "0.19.2",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.4,
"advisory_ids": [
"GHSA-wj6h-64fc-37mp",
"PYSEC-2026-1325"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": 912
},
{
"name": "json-repair",
"direct": false,
"version": "0.25.2",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.5,
"advisory_ids": [
"GHSA-xf7x-x43h-rpqh"
],
"fixed_version": "0.60.1",
"advisory_count": 1,
"oldest_advisory_days": 9
},
{
"name": "langchain",
"direct": false,
"version": "0.3.28",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.1,
"advisory_ids": [
"GHSA-3644-q5cj-c5c7",
"GHSA-gr75-jv2w-4656",
"PYSEC-2026-2192",
"PYSEC-2026-2555"
],
"fixed_version": "1.4.6",
"advisory_count": 4,
"oldest_advisory_days": 70
},
{
"name": "langchain-core",
"direct": false,
"version": "0.3.83",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 8.2,
"advisory_ids": [
"GHSA-2g6r-c272-w58r",
"GHSA-926x-3r5x-gfhw",
"GHSA-pjwx-r37v-7724",
"GHSA-qh6h-p6c9-ff54",
"PYSEC-2026-2193",
"PYSEC-2026-2562",
"PYSEC-2026-2563",
"PYSEC-2026-2564"
],
"fixed_version": "1.3.3",
"advisory_count": 8,
"oldest_advisory_days": 161
},
{
"name": "langsmith",
"direct": false,
"version": "0.7.22",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.7,
"advisory_ids": [
"GHSA-3644-q5cj-c5c7",
"GHSA-f4xh-w4cj-qxq8",
"GHSA-rr7j-v2q5-chgv",
"PYSEC-2026-2582",
"PYSEC-2026-2583"
],
"fixed_version": "1.0.7",
"advisory_count": 5,
"oldest_advisory_days": 98
},
{
"name": "mcp",
"direct": false,
"version": "1.26.0",
"severity": "high",
"ecosystem": "pypi",
"cvss_score": 7.6,
"advisory_ids": [
"GHSA-hvrp-rf83-w775",
"GHSA-jpw9-pfvf-9f58",
"GHSA-vj7q-gjh5-988w"
],
"fixed_version": "1.28.1",
"advisory_count": 3,
"oldest_advisory_days": 6
},
{
"name": "diskcache",
"direct": false,
"version": "5.6.3",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-w8v5-vhqr-4h9v",
"PYSEC-2026-2447"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": 161
},
{
"name": "filelock",
"direct": false,
"version": "3.16.1",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.3,
"advisory_ids": [
"GHSA-qmgc-5h2g-mvrw",
"GHSA-w853-jp5j-5j7f",
"PYSEC-2026-1374",
"PYSEC-2026-1375"
],
"fixed_version": "3.20.3",
"advisory_count": 4,
"oldest_advisory_days": 218
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.3,
"advisory_ids": [
"GHSA-65pc-fj4g-8rjx",
"PYSEC-2026-215"
],
"fixed_version": "3.15",
"advisory_count": 2,
"oldest_advisory_days": 64
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.3,
"advisory_ids": [
"GHSA-65pc-fj4g-8rjx",
"PYSEC-2026-215"
],
"fixed_version": "3.15",
"advisory_count": 2,
"oldest_advisory_days": 64
},
{
"name": "idna",
"direct": false,
"version": "3.14",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 5.3,
"advisory_ids": [
"GHSA-65pc-fj4g-8rjx",
"PYSEC-2026-215"
],
"fixed_version": "3.15",
"advisory_count": 2,
"oldest_advisory_days": 64
},
{
"name": "langchain-text-splitters",
"direct": false,
"version": "0.3.11",
"severity": "moderate",
"ecosystem": "pypi",
"cvss_score": 6.5,
"advisory_ids": [
"GHSA-fv5p-p927-qmxr",
"PYSEC-2026-77"
],
"fixed_version": "1.1.2",
"advisory_count": 2,
"oldest_advisory_days": 97
},
{
"name": "langchain-openai",
"direct": false,
"version": "0.3.35",
"severity": "low",
"ecosystem": "pypi",
"cvss_score": 3.1,
"advisory_ids": [
"GHSA-r7w7-9xr2-qq2r",
"PYSEC-2026-76"
],
"fixed_version": "1.1.14",
"advisory_count": 2,
"oldest_advisory_days": 97
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.2",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-7gcm-g887-7qv7",
"PYSEC-2026-1805"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-63vm-454h-vhhq",
"GHSA-8ppf-4f7h-5ppj",
"GHSA-hm4w-wwcw-mr6r",
"GHSA-jr27-m4p2-rc6r",
"PYSEC-2026-1810",
"PYSEC-2026-2263",
"PYSEC-2026-3455",
"PYSEC-2026-3456",
"PYSEC-2026-3457"
],
"fixed_version": null,
"advisory_count": 9,
"oldest_advisory_days": null
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.3",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-8ppf-4f7h-5ppj",
"GHSA-hm4w-wwcw-mr6r",
"PYSEC-2026-3455",
"PYSEC-2026-3456",
"PYSEC-2026-3457"
],
"fixed_version": null,
"advisory_count": 5,
"oldest_advisory_days": null
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.13.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-4xgf-cpjx-pc3j"
],
"fixed_version": null,
"advisory_count": 1,
"oldest_advisory_days": null
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-5239-wwwm-4pmq",
"PYSEC-2026-2987"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "pyjwt",
"direct": false,
"version": "2.12.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-993g-76c3-p5m4",
"GHSA-fhv5-28vv-h8m8",
"GHSA-jq35-7prp-9v3f",
"GHSA-w7vc-732c-9m39",
"GHSA-xgmm-8j9v-c9wx",
"PYSEC-2026-175",
"PYSEC-2026-177",
"PYSEC-2026-178",
"PYSEC-2026-179"
],
"fixed_version": null,
"advisory_count": 9,
"oldest_advisory_days": null
},
{
"name": "pynacl",
"direct": false,
"version": "1.6.0",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-mrfv-m5wm-5w6w",
"PYSEC-2026-3002"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "pytest",
"direct": false,
"version": "8.4.2",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-6w46-j5rx-g56g",
"PYSEC-2026-1845"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.22",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-5rvq-cxj2-64vf",
"GHSA-6jv3-5f52-599m",
"GHSA-mj87-hwqh-73pj",
"GHSA-pp6c-gr5w-3c5g",
"GHSA-v9pg-7xvm-68hf",
"GHSA-vffw-93wf-4j4q",
"PYSEC-2026-3036",
"PYSEC-2026-3037",
"PYSEC-2026-3038",
"PYSEC-2026-3039"
],
"fixed_version": null,
"advisory_count": 12,
"oldest_advisory_days": null
},
{
"name": "requests",
"direct": false,
"version": "2.32.3",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-9hjg-9r4m-mvj7",
"GHSA-gc5v-m9x4-r6x2",
"PYSEC-2026-1872",
"PYSEC-2026-2275"
],
"fixed_version": null,
"advisory_count": 4,
"oldest_advisory_days": null
},
{
"name": "setuptools",
"direct": false,
"version": "81.0.0",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-h35f-9h28-mq5c",
"PYSEC-2026-3447"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "setuptools",
"direct": false,
"version": "82.0.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-h35f-9h28-mq5c",
"PYSEC-2026-3447"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "starlette",
"direct": false,
"version": "1.0.0",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-82w8-qh3p-5jfq",
"GHSA-86qp-5c8j-p5mr",
"GHSA-jp82-jpqv-5vv3",
"GHSA-wqp7-x3pw-xc5r",
"GHSA-x746-7m8f-x49c",
"PYSEC-2026-161",
"PYSEC-2026-2280",
"PYSEC-2026-2281",
"PYSEC-2026-248",
"PYSEC-2026-249"
],
"fixed_version": null,
"advisory_count": 10,
"oldest_advisory_days": null
},
{
"name": "urllib3",
"direct": false,
"version": "2.3.0",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-2xpw-w6gg-jr37",
"GHSA-38jv-5279-wg99",
"GHSA-48p4-8xcf-vxj5",
"GHSA-gm62-xv2j-4w53",
"GHSA-pq67-6m6q-mj2v",
"GHSA-qccp-gfcp-xxvc",
"PYSEC-2026-141",
"PYSEC-2026-1994",
"PYSEC-2026-1996",
"PYSEC-2026-1997"
],
"fixed_version": null,
"advisory_count": 12,
"oldest_advisory_days": null
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-mf9v-mfxr-j63j",
"GHSA-qccp-gfcp-xxvc",
"PYSEC-2026-141",
"PYSEC-2026-142"
],
"fixed_version": null,
"advisory_count": 4,
"oldest_advisory_days": null
},
{
"name": "uv",
"direct": false,
"version": "0.11.1",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-4gg8-gxpx-9rph",
"GHSA-pjjw-68hj-v9mw"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
},
{
"name": "virtualenv",
"direct": false,
"version": "20.28.0",
"severity": "unknown",
"ecosystem": "pypi",
"cvss_score": null,
"advisory_ids": [
"GHSA-597g-3phw-6986",
"PYSEC-2026-2009"
],
"fixed_version": null,
"advisory_count": 2,
"oldest_advisory_days": null
}
],
"collected": true,
"malicious": [],
"truncated": false,
"by_severity": {
"low": 1,
"high": 9,
"unknown": 17,
"critical": 7,
"moderate": 6
},
"advisory_count": 250,
"affected_count": 40,
"assessed_count": 280,
"malicious_count": 0,
"assessed_package": null,
"unassessed_count": 2,
"direct_affected_count": 1
},
"ecosystems": [
"pypi"
],
"dependencies": [
{
"name": "uagents-core",
"manifest": "python/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=0.4.8)"
},
{
"name": "pydantic",
"manifest": "python/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=2.8,<3.0)"
},
{
"name": "uvicorn",
"manifest": "python/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=0.30.1,<1.0)"
},
{
"name": "aiohttp",
"manifest": "python/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=3.8.3,<4.0)"
},
{
"name": "cosmpy",
"manifest": "python/pyproject.toml",
"ecosystem": "pypi",
"version_constraint": "(>=0.12.1)"
}
],
"all_dependencies": {
"error": null,
"source": "github-sbom",
"packages": [
{
"name": "aiohttp",
"direct": true,
"version": "3.13.3",
"ecosystem": "pypi"
},
{
"name": "cosmpy",
"direct": true,
"version": "0.11.2",
"ecosystem": "pypi"
},
{
"name": "cosmpy",
"direct": true,
"version": "0.12.1",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.12.5",
"ecosystem": "pypi"
},
{
"name": "pydantic",
"direct": true,
"version": "2.13.4",
"ecosystem": "pypi"
},
{
"name": "uagents-core",
"direct": true,
"version": "0.4.4",
"ecosystem": "pypi"
},
{
"name": "uagents-core",
"direct": true,
"version": "0.4.7",
"ecosystem": "pypi"
},
{
"name": "uagents-core",
"direct": true,
"version": "0.4.8",
"ecosystem": "pypi"
},
{
"name": "uvicorn",
"direct": true,
"version": "0.42.0",
"ecosystem": "pypi"
},
{
"name": "a2a-sdk",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "a2a-sdk",
"direct": false,
"version": "0.3.20",
"ecosystem": "pypi"
},
{
"name": "a2a-sdk",
"direct": false,
"version": "0.3.25",
"ecosystem": "pypi"
},
{
"name": "aiohappyeyeballs",
"direct": false,
"version": "2.6.1",
"ecosystem": "pypi"
},
{
"name": "aiomysql",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "aioresponses",
"direct": false,
"version": "0.7.8",
"ecosystem": "pypi"
},
{
"name": "aiosignal",
"direct": false,
"version": "1.4.0",
"ecosystem": "pypi"
},
{
"name": "aiosqlite",
"direct": false,
"version": "0.22.1",
"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": "anyio",
"direct": false,
"version": "4.12.0",
"ecosystem": "pypi"
},
{
"name": "anyio",
"direct": false,
"version": "4.13.0",
"ecosystem": "pypi"
},
{
"name": "appdirs",
"direct": false,
"version": "1.4.4",
"ecosystem": "pypi"
},
{
"name": "asttokens",
"direct": false,
"version": "3.0.1",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "4.0.3",
"ecosystem": "pypi"
},
{
"name": "async-timeout",
"direct": false,
"version": "5.0.1",
"ecosystem": "pypi"
},
{
"name": "asyncpg",
"direct": false,
"version": "0.31.0",
"ecosystem": "pypi"
},
{
"name": "attrs",
"direct": false,
"version": "26.1.0",
"ecosystem": "pypi"
},
{
"name": "backoff",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "bcrypt",
"direct": false,
"version": "5.0.0",
"ecosystem": "pypi"
},
{
"name": "bech32",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "black",
"direct": false,
"version": "23.12.1",
"ecosystem": "pypi"
},
{
"name": "blinker",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "build",
"direct": false,
"version": "1.4.2",
"ecosystem": "pypi"
},
{
"name": "cachetools",
"direct": false,
"version": "6.2.2",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2024.12.14",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.2.25",
"ecosystem": "pypi"
},
{
"name": "certifi",
"direct": false,
"version": "2026.4.22",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "1.17.1",
"ecosystem": "pypi"
},
{
"name": "cffi",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "cfgv",
"direct": false,
"version": "3.5.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.0",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.6",
"ecosystem": "pypi"
},
{
"name": "charset-normalizer",
"direct": false,
"version": "3.4.7",
"ecosystem": "pypi"
},
{
"name": "chromadb",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.0.4",
"ecosystem": "pypi"
},
{
"name": "click",
"direct": false,
"version": "8.3.1",
"ecosystem": "pypi"
},
{
"name": "colorama",
"direct": false,
"version": "0.4.6",
"ecosystem": "pypi"
},
{
"name": "coverage",
"direct": false,
"version": "7.13.5",
"ecosystem": "pypi"
},
{
"name": "crewai",
"direct": false,
"version": "0.203.1",
"ecosystem": "pypi"
},
{
"name": "cryptography",
"direct": false,
"version": "46.0.6",
"ecosystem": "pypi"
},
{
"name": "databind",
"direct": false,
"version": "4.5.3",
"ecosystem": "pypi"
},
{
"name": "databind-core",
"direct": false,
"version": "4.5.3",
"ecosystem": "pypi"
},
{
"name": "databind-json",
"direct": false,
"version": "4.5.3",
"ecosystem": "pypi"
},
{
"name": "decorator",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "deprecated",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "diskcache",
"direct": false,
"version": "5.6.3",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.3.9",
"ecosystem": "pypi"
},
{
"name": "distlib",
"direct": false,
"version": "0.4.0",
"ecosystem": "pypi"
},
{
"name": "distro",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "docspec",
"direct": false,
"version": "2.2.2",
"ecosystem": "pypi"
},
{
"name": "docspec-python",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.11",
"ecosystem": "pypi"
},
{
"name": "docstring-parser",
"direct": false,
"version": "0.17.0",
"ecosystem": "pypi"
},
{
"name": "durationpy",
"direct": false,
"version": "0.10",
"ecosystem": "pypi"
},
{
"name": "ecdsa",
"direct": false,
"version": "0.19.0",
"ecosystem": "pypi"
},
{
"name": "ecdsa",
"direct": false,
"version": "0.19.2",
"ecosystem": "pypi"
},
{
"name": "et-xmlfile",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "exceptiongroup",
"direct": false,
"version": "1.3.1",
"ecosystem": "pypi"
},
{
"name": "executing",
"direct": false,
"version": "2.2.1",
"ecosystem": "pypi"
},
{
"name": "fastapi",
"direct": false,
"version": "0.135.2",
"ecosystem": "pypi"
},
{
"name": "fastuuid",
"direct": false,
"version": "0.14.0",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.16.1",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.25.2",
"ecosystem": "pypi"
},
{
"name": "filelock",
"direct": false,
"version": "3.29.0",
"ecosystem": "pypi"
},
{
"name": "flatbuffers",
"direct": false,
"version": "25.12.19",
"ecosystem": "pypi"
},
{
"name": "frozenlist",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "fsspec",
"direct": false,
"version": "2026.2.0",
"ecosystem": "pypi"
},
{
"name": "google-api-core",
"direct": false,
"version": "2.25.2",
"ecosystem": "pypi"
},
{
"name": "google-api-core",
"direct": false,
"version": "2.28.1",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.43.0",
"ecosystem": "pypi"
},
{
"name": "google-auth",
"direct": false,
"version": "2.49.1",
"ecosystem": "pypi"
},
{
"name": "google-cloud-aiplatform",
"direct": false,
"version": "1.143.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-bigquery",
"direct": false,
"version": "3.40.1",
"ecosystem": "pypi"
},
{
"name": "google-cloud-core",
"direct": false,
"version": "2.5.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-resource-manager",
"direct": false,
"version": "1.16.0",
"ecosystem": "pypi"
},
{
"name": "google-cloud-storage",
"direct": false,
"version": "3.4.1",
"ecosystem": "pypi"
},
{
"name": "google-crc32c",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "google-genai",
"direct": false,
"version": "1.68.0",
"ecosystem": "pypi"
},
{
"name": "google-resumable-media",
"direct": false,
"version": "2.8.0",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.72.0",
"ecosystem": "pypi"
},
{
"name": "googleapis-common-protos",
"direct": false,
"version": "1.73.0",
"ecosystem": "pypi"
},
{
"name": "greenlet",
"direct": false,
"version": "3.3.2",
"ecosystem": "pypi"
},
{
"name": "grpc-google-iam-v1",
"direct": false,
"version": "0.14.3",
"ecosystem": "pypi"
},
{
"name": "grpcio",
"direct": false,
"version": "1.78.0",
"ecosystem": "pypi"
},
{
"name": "grpcio-reflection",
"direct": false,
"version": "1.71.2",
"ecosystem": "pypi"
},
{
"name": "grpcio-status",
"direct": false,
"version": "1.71.2",
"ecosystem": "pypi"
},
{
"name": "grpcio-tools",
"direct": false,
"version": "1.71.2",
"ecosystem": "pypi"
},
{
"name": "h11",
"direct": false,
"version": "0.16.0",
"ecosystem": "pypi"
},
{
"name": "hatchling",
"direct": false,
"version": null,
"ecosystem": "pypi"
},
{
"name": "hf-xet",
"direct": false,
"version": "1.4.2",
"ecosystem": "pypi"
},
{
"name": "httpcore",
"direct": false,
"version": "1.0.9",
"ecosystem": "pypi"
},
{
"name": "httptools",
"direct": false,
"version": "0.7.1",
"ecosystem": "pypi"
},
{
"name": "httpx",
"direct": false,
"version": "0.28.1",
"ecosystem": "pypi"
},
{
"name": "httpx-sse",
"direct": false,
"version": "0.4.3",
"ecosystem": "pypi"
},
{
"name": "huggingface-hub",
"direct": false,
"version": "1.8.0",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.18",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.19",
"ecosystem": "pypi"
},
{
"name": "identify",
"direct": false,
"version": "2.6.3",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.10",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.11",
"ecosystem": "pypi"
},
{
"name": "idna",
"direct": false,
"version": "3.14",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "8.7.1",
"ecosystem": "pypi"
},
{
"name": "importlib-metadata",
"direct": false,
"version": "9.0.0",
"ecosystem": "pypi"
},
{
"name": "importlib-resources",
"direct": false,
"version": "6.5.2",
"ecosystem": "pypi"
},
{
"name": "iniconfig",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "instructor",
"direct": false,
"version": "1.14.5",
"ecosystem": "pypi"
},
{
"name": "ipython",
"direct": false,
"version": "8.38.0",
"ecosystem": "pypi"
},
{
"name": "ipython-pygments-lexers",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "jedi",
"direct": false,
"version": "0.19.2",
"ecosystem": "pypi"
},
{
"name": "jinja2",
"direct": false,
"version": "3.1.6",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.11.1",
"ecosystem": "pypi"
},
{
"name": "jiter",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "json-repair",
"direct": false,
"version": "0.25.2",
"ecosystem": "pypi"
},
{
"name": "json5",
"direct": false,
"version": "0.13.0",
"ecosystem": "pypi"
},
{
"name": "jsonpatch",
"direct": false,
"version": "1.33",
"ecosystem": "pypi"
},
{
"name": "jsonpickle",
"direct": false,
"version": "4.1.1",
"ecosystem": "pypi"
},
{
"name": "jsonpointer",
"direct": false,
"version": "3.1.1",
"ecosystem": "pypi"
},
{
"name": "jsonref",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema",
"direct": false,
"version": "4.26.0",
"ecosystem": "pypi"
},
{
"name": "jsonschema-specifications",
"direct": false,
"version": "2025.9.1",
"ecosystem": "pypi"
},
{
"name": "kubernetes",
"direct": false,
"version": "35.0.0",
"ecosystem": "pypi"
},
{
"name": "langchain",
"direct": false,
"version": "0.3.28",
"ecosystem": "pypi"
},
{
"name": "langchain-core",
"direct": false,
"version": "0.3.83",
"ecosystem": "pypi"
},
{
"name": "langchain-openai",
"direct": false,
"version": "0.3.35",
"ecosystem": "pypi"
},
{
"name": "langchain-text-splitters",
"direct": false,
"version": "0.3.11",
"ecosystem": "pypi"
},
{
"name": "langsmith",
"direct": false,
"version": "0.7.22",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.74.9",
"ecosystem": "pypi"
},
{
"name": "litellm",
"direct": false,
"version": "1.82.6",
"ecosystem": "pypi"
},
{
"name": "markdown-it-py",
"direct": false,
"version": "4.0.0",
"ecosystem": "pypi"
},
{
"name": "markupsafe",
"direct": false,
"version": "3.0.3",
"ecosystem": "pypi"
},
{
"name": "matplotlib-inline",
"direct": false,
"version": "0.2.1",
"ecosystem": "pypi"
},
{
"name": "mcp",
"direct": false,
"version": "1.26.0",
"ecosystem": "pypi"
},
{
"name": "mdurl",
"direct": false,
"version": "0.1.2",
"ecosystem": "pypi"
},
{
"name": "mmh3",
"direct": false,
"version": "5.2.1",
"ecosystem": "pypi"
},
{
"name": "mpmath",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "multidict",
"direct": false,
"version": "6.7.1",
"ecosystem": "pypi"
},
{
"name": "mypy-extensions",
"direct": false,
"version": "1.1.0",
"ecosystem": "pypi"
},
{
"name": "networkx",
"direct": false,
"version": "3.4.2",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.10.0",
"ecosystem": "pypi"
},
{
"name": "nodeenv",
"direct": false,
"version": "1.9.1",
"ecosystem": "pypi"
},
{
"name": "nr-date",
"direct": false,
"version": "2.1.0",
"ecosystem": "pypi"
},
{
"name": "nr-stream",
"direct": false,
"version": "1.1.5",
"ecosystem": "pypi"
},
{
"name": "nr-util",
"direct": false,
"version": "0.8.12",
"ecosystem": "pypi"
},
{
"name": "numpy",
"direct": false,
"version": "2.2.6",
"ecosystem": "pypi"
},
{
"name": "oauthlib",
"direct": false,
"version": "3.3.1",
"ecosystem": "pypi"
},
{
"name": "onnxruntime",
"direct": false,
"version": "1.24.3",
"ecosystem": "pypi"
},
{
"name": "openai",
"direct": false,
"version": "2.30.0",
"ecosystem": "pypi"
},
{
"name": "openpyxl",
"direct": false,
"version": "3.1.5",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-api",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-common",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-grpc",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-exporter-otlp-proto-http",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-proto",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-sdk",
"direct": false,
"version": "1.40.0",
"ecosystem": "pypi"
},
{
"name": "opentelemetry-semantic-conventions",
"direct": false,
"version": "0.61b0",
"ecosystem": "pypi"
},
{
"name": "orjson",
"direct": false,
"version": "3.11.7",
"ecosystem": "pypi"
},
{
"name": "overrides",
"direct": false,
"version": "7.7.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "25.0",
"ecosystem": "pypi"
},
{
"name": "packaging",
"direct": false,
"version": "26.0",
"ecosystem": "pypi"
},
{
"name": "parso",
"direct": false,
"version": "0.8.6",
"ecosystem": "pypi"
},
{
"name": "pathspec",
"direct": false,
"version": "1.0.4",
"ecosystem": "pypi"
},
{
"name": "pdfminer-six",
"direct": false,
"version": "20251230",
"ecosystem": "pypi"
},
{
"name": "pdfplumber",
"direct": false,
"version": "0.11.9",
"ecosystem": "pypi"
},
{
"name": "pexpect",
"direct": false,
"version": "4.9.0",
"ecosystem": "pypi"
},
{
"name": "pillow",
"direct": false,
"version": "12.1.1",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.3.6",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.9.4",
"ecosystem": "pypi"
},
{
"name": "platformdirs",
"direct": false,
"version": "4.9.6",
"ecosystem": "pypi"
},
{
"name": "pluggy",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "portalocker",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "posthog",
"direct": false,
"version": "5.4.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.1.0",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.5.1",
"ecosystem": "pypi"
},
{
"name": "pre-commit",
"direct": false,
"version": "4.6.0",
"ecosystem": "pypi"
},
{
"name": "prompt-toolkit",
"direct": false,
"version": "3.0.52",
"ecosystem": "pypi"
},
{
"name": "propcache",
"direct": false,
"version": "0.4.1",
"ecosystem": "pypi"
},
{
"name": "proto-plus",
"direct": false,
"version": "1.26.1",
"ecosystem": "pypi"
},
{
"name": "proto-plus",
"direct": false,
"version": "1.27.1",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "5.29.6",
"ecosystem": "pypi"
},
{
"name": "protobuf",
"direct": false,
"version": "6.33.2",
"ecosystem": "pypi"
},
{
"name": "ptyprocess",
"direct": false,
"version": "0.7.0",
"ecosystem": "pypi"
},
{
"name": "pure-eval",
"direct": false,
"version": "0.2.3",
"ecosystem": "pypi"
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.1",
"ecosystem": "pypi"
},
{
"name": "pyasn1",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "pyasn1-modules",
"direct": false,
"version": "0.4.2",
"ecosystem": "pypi"
},
{
"name": "pybase64",
"direct": false,
"version": "1.4.3",
"ecosystem": "pypi"
},
{
"name": "pycparser",
"direct": false,
"version": "3.0",
"ecosystem": "pypi"
},
{
"name": "pycryptodome",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.41.5",
"ecosystem": "pypi"
},
{
"name": "pydantic-core",
"direct": false,
"version": "2.46.4",
"ecosystem": "pypi"
},
{
"name": "pydantic-settings",
"direct": false,
"version": "2.13.1",
"ecosystem": "pypi"
},
{
"name": "pydoc-markdown",
"direct": false,
"version": "4.8.2",
"ecosystem": "pypi"
},
{
"name": "pygments",
"direct": false,
"version": "2.19.2",
"ecosystem": "pypi"
},
{
"name": "pyjwt",
"direct": false,
"version": "2.12.1",
"ecosystem": "pypi"
},
{
"name": "pymysql",
"direct": false,
"version": "1.1.2",
"ecosystem": "pypi"
},
{
"name": "pynacl",
"direct": false,
"version": "1.6.0",
"ecosystem": "pypi"
},
{
"name": "pypdfium2",
"direct": false,
"version": "5.6.0",
"ecosystem": "pypi"
},
{
"name": "pypika",
"direct": false,
"version": "0.51.1",
"ecosystem": "pypi"
},
{
"name": "pyproject-hooks",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "pytest",
"direct": false,
"version": "8.4.2",
"ecosystem": "pypi"
},
{
"name": "pytest-asyncio",
"direct": false,
"version": "0.25.3",
"ecosystem": "pypi"
},
{
"name": "pytest-order",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "python-dateutil",
"direct": false,
"version": "2.9.0.post0",
"ecosystem": "pypi"
},
{
"name": "python-discovery",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "python-discovery",
"direct": false,
"version": "1.3.0",
"ecosystem": "pypi"
},
{
"name": "python-dotenv",
"direct": false,
"version": "1.2.2",
"ecosystem": "pypi"
},
{
"name": "python-multipart",
"direct": false,
"version": "0.0.22",
"ecosystem": "pypi"
},
{
"name": "pyvis",
"direct": false,
"version": "0.3.2",
"ecosystem": "pypi"
},
{
"name": "pywin32",
"direct": false,
"version": "311",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.2",
"ecosystem": "pypi"
},
{
"name": "pyyaml",
"direct": false,
"version": "6.0.3",
"ecosystem": "pypi"
},
{
"name": "referencing",
"direct": false,
"version": "0.37.0",
"ecosystem": "pypi"
},
{
"name": "regex",
"direct": false,
"version": "2026.2.28",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.32.3",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.33.0",
"ecosystem": "pypi"
},
{
"name": "requests",
"direct": false,
"version": "2.34.0",
"ecosystem": "pypi"
},
{
"name": "requests-oauthlib",
"direct": false,
"version": "2.0.0",
"ecosystem": "pypi"
},
{
"name": "requests-toolbelt",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "rich",
"direct": false,
"version": "14.3.3",
"ecosystem": "pypi"
},
{
"name": "rpds-py",
"direct": false,
"version": "0.30.0",
"ecosystem": "pypi"
},
{
"name": "rsa",
"direct": false,
"version": "4.9.1",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.11.0",
"ecosystem": "pypi"
},
{
"name": "ruff",
"direct": false,
"version": "0.11.13",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "81.0.0",
"ecosystem": "pypi"
},
{
"name": "setuptools",
"direct": false,
"version": "82.0.1",
"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": "sortedcontainers",
"direct": false,
"version": "2.4.0",
"ecosystem": "pypi"
},
{
"name": "sqlalchemy",
"direct": false,
"version": "2.0.48",
"ecosystem": "pypi"
},
{
"name": "sse-starlette",
"direct": false,
"version": "3.3.3",
"ecosystem": "pypi"
},
{
"name": "stack-data",
"direct": false,
"version": "0.6.3",
"ecosystem": "pypi"
},
{
"name": "starlette",
"direct": false,
"version": "1.0.0",
"ecosystem": "pypi"
},
{
"name": "sympy",
"direct": false,
"version": "1.14.0",
"ecosystem": "pypi"
},
{
"name": "tenacity",
"direct": false,
"version": "9.1.4",
"ecosystem": "pypi"
},
{
"name": "tiktoken",
"direct": false,
"version": "0.12.0",
"ecosystem": "pypi"
},
{
"name": "tokenizers",
"direct": false,
"version": "0.22.2",
"ecosystem": "pypi"
},
{
"name": "tomli",
"direct": false,
"version": "2.4.1",
"ecosystem": "pypi"
},
{
"name": "tomli-w",
"direct": false,
"version": "1.2.0",
"ecosystem": "pypi"
},
{
"name": "tqdm",
"direct": false,
"version": "4.67.3",
"ecosystem": "pypi"
},
{
"name": "traitlets",
"direct": false,
"version": "5.14.3",
"ecosystem": "pypi"
},
{
"name": "typeapi",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.23.1",
"ecosystem": "pypi"
},
{
"name": "typer",
"direct": false,
"version": "0.24.1",
"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": "uagents",
"direct": false,
"version": "0.19.0",
"ecosystem": "pypi"
},
{
"name": "uagents",
"direct": false,
"version": "0.24.0",
"ecosystem": "pypi"
},
{
"name": "uagents",
"direct": false,
"version": "0.25.3",
"ecosystem": "pypi"
},
{
"name": "uagents-adapter",
"direct": false,
"version": "0.6.2",
"ecosystem": "pypi"
},
{
"name": "uagents-ai-engine",
"direct": false,
"version": "0.10.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.3.0",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.6.3",
"ecosystem": "pypi"
},
{
"name": "urllib3",
"direct": false,
"version": "2.7.0",
"ecosystem": "pypi"
},
{
"name": "uuid-utils",
"direct": false,
"version": "0.14.1",
"ecosystem": "pypi"
},
{
"name": "uv",
"direct": false,
"version": "0.11.1",
"ecosystem": "pypi"
},
{
"name": "uvloop",
"direct": false,
"version": "0.22.1",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "20.28.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "21.2.0",
"ecosystem": "pypi"
},
{
"name": "virtualenv",
"direct": false,
"version": "21.3.1",
"ecosystem": "pypi"
},
{
"name": "watchdog",
"direct": false,
"version": "6.0.0",
"ecosystem": "pypi"
},
{
"name": "watchfiles",
"direct": false,
"version": "1.1.1",
"ecosystem": "pypi"
},
{
"name": "wcwidth",
"direct": false,
"version": "0.6.0",
"ecosystem": "pypi"
},
{
"name": "websocket-client",
"direct": false,
"version": "1.9.0",
"ecosystem": "pypi"
},
{
"name": "websockets",
"direct": false,
"version": "16.0",
"ecosystem": "pypi"
},
{
"name": "wrapt",
"direct": false,
"version": "2.1.2",
"ecosystem": "pypi"
},
{
"name": "xxhash",
"direct": false,
"version": "3.6.0",
"ecosystem": "pypi"
},
{
"name": "yapf",
"direct": false,
"version": "0.43.0",
"ecosystem": "pypi"
},
{
"name": "yarl",
"direct": false,
"version": "1.23.0",
"ecosystem": "pypi"
},
{
"name": "zipp",
"direct": false,
"version": "3.23.0",
"ecosystem": "pypi"
},
{
"name": "zstandard",
"direct": false,
"version": "0.25.0",
"ecosystem": "pypi"
}
],
"collected": true,
"truncated": false,
"total_count": 282,
"direct_count": 9,
"indirect_count": 273
}
},
"maintainership": {
"issues": {
"open_prs": 22,
"merged_prs": 580,
"open_issues": 26,
"closed_ratio": 0.809,
"closed_issues": 110,
"closed_unmerged_prs": 111
},
"bus_factor": 2,
"bot_contributors": 0,
"top_contributors": [
{
"type": "User",
"login": "jrriehl",
"commits": 251,
"avatar_url": "https://avatars.githubusercontent.com/u/33920192?v=4"
},
{
"type": "User",
"login": "Archento",
"commits": 65,
"avatar_url": "https://avatars.githubusercontent.com/u/54712171?v=4"
},
{
"type": "User",
"login": "Alejandro-Morales",
"commits": 43,
"avatar_url": "https://avatars.githubusercontent.com/u/77800944?v=4"
},
{
"type": "User",
"login": "qati",
"commits": 28,
"avatar_url": "https://avatars.githubusercontent.com/u/16843987?v=4"
},
{
"type": "User",
"login": "lrahmani",
"commits": 20,
"avatar_url": "https://avatars.githubusercontent.com/u/6833737?v=4"
},
{
"type": "User",
"login": "ejfitzgerald",
"commits": 19,
"avatar_url": "https://avatars.githubusercontent.com/u/40318762?v=4"
},
{
"type": "User",
"login": "abhifetch",
"commits": 18,
"avatar_url": "https://avatars.githubusercontent.com/u/156676541?v=4"
},
{
"type": "User",
"login": "pratrivedi",
"commits": 13,
"avatar_url": "https://avatars.githubusercontent.com/u/74233973?v=4"
},
{
"type": "User",
"login": "5A11",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/38721653?v=4"
},
{
"type": "User",
"login": "zmezei",
"commits": 12,
"avatar_url": "https://avatars.githubusercontent.com/u/19807274?v=4"
}
],
"contributors_sampled": 63,
"top_contributor_share": 0.436
},
"quality_signals": {
"has_ci": true,
"has_tests": true,
"ci_workflows": [
"ci-tests.yml",
"coverage.yml",
"pr-title-linting.yml",
"release.yml"
],
"has_docs_dir": false,
"linter_configs": [],
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"security_signals": {
"lockfiles": [
"poetry.lock",
"uv.lock"
],
"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": null,
"reason": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#branch-protection"
},
{
"name": "CI-Tests",
"score": 10,
"reason": "30 out of 30 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": 6,
"reason": "Found 20/30 approved changesets -- score normalized to 6",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#code-review"
},
{
"name": "Contributors",
"score": 10,
"reason": "project has 3 contributing companies or organizations -- score normalized to 10",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#contributors"
},
{
"name": "Dangerous-Workflow",
"score": 0,
"reason": "dangerous workflow patterns detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#dangerous-workflow"
},
{
"name": "Dependency-Update-Tool",
"score": 0,
"reason": "no 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": "23 commit(s) and 0 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": 0,
"reason": "SAST tool is not run on all commits -- score normalized to 0",
"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": null,
"reason": "no releases found",
"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": 0,
"reason": "119 existing vulnerabilities detected",
"documentation_url": "https://github.com/ossf/scorecard/blob/c395761df6afe1a69e476bc60a013a94bcbc153f/docs/checks.md#vulnerabilities"
}
],
"commit": "7870048f0e80ed3c48f83556511169ecf671df5b",
"ran_at": "2026-07-23T10:41:50Z",
"aggregate_score": 3.8,
"scorecard_version": "v5.5.0"
},
"has_codeql_workflow": false,
"has_security_policy": true,
"has_dependabot_config": false
},
"contribution_flow": {
"collected": true,
"ci_last_run_at": "2026-07-23T09:45:22Z",
"oldest_open_prs": [
{
"number": 573,
"created_at": "2024-10-29T20:22:26Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 737,
"created_at": "2025-06-25T11:09:38Z",
"last_comment_at": "2025-06-25T15:42:53Z",
"last_comment_author": "Dacksus"
},
{
"number": 738,
"created_at": "2025-06-27T02:11:05Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 739,
"created_at": "2025-06-30T10:03:53Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 766,
"created_at": "2025-08-14T16:33:32Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 770,
"created_at": "2025-08-16T01:51:46Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 772,
"created_at": "2025-08-16T12:39:32Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 779,
"created_at": "2025-08-28T15:36:16Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 799,
"created_at": "2025-10-14T16:22:46Z",
"last_comment_at": "2025-10-24T10:56:08Z",
"last_comment_author": "tejus3131"
},
{
"number": 811,
"created_at": "2025-12-04T16:36:18Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 851,
"created_at": "2026-03-17T05:09:45Z",
"last_comment_at": "2026-03-19T22:31:09Z",
"last_comment_author": "VasiliyRad"
},
{
"number": 853,
"created_at": "2026-03-21T13:35:39Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 868,
"created_at": "2026-04-10T17:16:25Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 872,
"created_at": "2026-04-16T06:07:44Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 874,
"created_at": "2026-04-16T12:27:41Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 904,
"created_at": "2026-06-04T12:40:39Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 905,
"created_at": "2026-06-05T10:09:47Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 908,
"created_at": "2026-06-26T11:18:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 909,
"created_at": "2026-06-29T13:23:10Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 910,
"created_at": "2026-07-06T10:40:15Z",
"last_comment_at": null,
"last_comment_author": null
}
],
"last_merged_pr_at": "2026-07-23T09:42:52Z",
"ci_last_conclusion": "SKIPPED",
"oldest_open_issues": [
{
"number": 61,
"created_at": "2023-02-28T10:13:30Z",
"last_comment_at": "2024-07-24T10:21:33Z",
"last_comment_author": "Archento"
},
{
"number": 348,
"created_at": "2024-04-19T09:47:40Z",
"last_comment_at": "2024-07-24T10:07:53Z",
"last_comment_author": "Archento"
},
{
"number": 413,
"created_at": "2024-06-11T16:22:21Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 425,
"created_at": "2024-06-25T13:03:04Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 496,
"created_at": "2024-08-09T09:37:42Z",
"last_comment_at": "2024-09-12T10:36:55Z",
"last_comment_author": "Archento"
},
{
"number": 536,
"created_at": "2024-09-30T14:16:48Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 570,
"created_at": "2024-10-25T04:33:49Z",
"last_comment_at": "2024-10-26T05:24:01Z",
"last_comment_author": "mau-fyi"
},
{
"number": 580,
"created_at": "2024-11-19T14:00:59Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 584,
"created_at": "2024-11-23T04:29:15Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 587,
"created_at": "2024-12-04T13:30:18Z",
"last_comment_at": "2026-07-12T10:14:40Z",
"last_comment_author": "0xbrainkid"
},
{
"number": 654,
"created_at": "2025-03-17T09:16:04Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 655,
"created_at": "2025-03-17T09:19:38Z",
"last_comment_at": "2025-03-24T09:13:24Z",
"last_comment_author": "Archento"
},
{
"number": 705,
"created_at": "2025-05-07T10:26:14Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 718,
"created_at": "2025-05-24T12:06:18Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 720,
"created_at": "2025-05-28T13:29:07Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 744,
"created_at": "2025-07-10T19:10:23Z",
"last_comment_at": null,
"last_comment_author": null
},
{
"number": 771,
"created_at": "2025-08-16T12:11:26Z",
"last_comment_at": "2026-04-26T20:40:55Z",
"last_comment_author": "srotzin"
},
{
"number": 854,
"created_at": "2026-03-21T13:35:50Z",
"last_comment_at": "2026-04-16T12:29:24Z",
"last_comment_author": "RinZ27"
},
{
"number": 855,
"created_at": "2026-03-22T21:48:58Z",
"last_comment_at": "2026-05-12T13:37:37Z",
"last_comment_author": "haroldmalikfrimpong-ops"
},
{
"number": 858,
"created_at": "2026-03-23T16:30:23Z",
"last_comment_at": "2026-05-23T02:59:07Z",
"last_comment_author": "kayalopez"
}
]
}
},
"config": {
"disabled_metrics": [],
"disabled_categories": [],
"disabled_components": {}
},
"source": {
"url": "https://github.com/fetchai/uAgents",
"host": "github.com",
"name": "uAgents",
"owner": "fetchai"
},
"metrics": {
"overall": {
"key": "overall",
"band": "good",
"name": "Overall health",
"note": null,
"notes": [],
"value": 76,
"inputs": {
"security": 42,
"vitality": 93,
"community": 82,
"governance": 78,
"engineering": 76
},
"components": []
},
"categories": [
{
"key": "vitality",
"band": "excellent",
"name": "Vitality",
"value": 93,
"weight": 0.22,
"metrics": [
{
"key": "development_activity",
"band": "excellent",
"name": "Development activity",
"note": null,
"notes": [],
"value": 89,
"inputs": {
"commits_last_year": 115,
"human_commit_share": 1,
"days_since_last_push": 0,
"active_weeks_last_year": 36
},
"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": "36/52 weeks with commits",
"points": 24.9,
"status": "partial",
"details": [
{
"code": "commit_cadence_weeks",
"params": {
"weeks": 36
}
}
],
"max_points": 36
},
{
"key": "commit_volume",
"name": "Commit volume",
"detail": "115 commits in the last year",
"points": 18,
"status": "met",
"details": [
{
"code": "commits_last_year",
"params": {
"count": 115
}
}
],
"max_points": 18
},
{
"key": "openssf_scorecard_maintained",
"name": "OpenSSF Scorecard: Maintained",
"detail": "23 commit(s) and 0 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": "Excluded from scoring (no data or not applicable): OpenSSF Scorecard: Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"openssf_scorecard_signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 100,
"inputs": {
"releases_count": 100,
"latest_release_tag": "v0.25.3",
"releases_from_tags": false,
"days_since_latest_release": 6,
"mean_days_between_releases": 7.1
},
"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 6 days ago",
"points": 36,
"status": "met",
"details": [
{
"code": "release_recency",
"params": {
"days": 6
}
}
],
"max_points": 36
},
{
"key": "release_cadence",
"name": "Release cadence",
"detail": "a release every ~7.1 days",
"points": 27,
"status": "met",
"details": [
{
"code": "release_cadence",
"params": {
"gap": 7.1
}
}
],
"max_points": 27
},
{
"key": "openssf_scorecard_signed_releases",
"name": "OpenSSF Scorecard: Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 10
}
]
},
{
"key": "abandonment",
"band": "excellent",
"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": 0,
"days_since_last_human_commit_is_floor": false
},
"components": [
{
"key": "project_is_still_maintained",
"name": "Project is still maintained",
"detail": "last human commit 0 days ago",
"points": 100,
"status": "met",
"details": [
{
"code": "abandonment_maintained",
"params": {
"days": 0
}
}
],
"max_points": 100
}
]
}
],
"description": "Is the project alive — is code being written and are releases shipping?"
},
{
"key": "community",
"band": "good",
"name": "Community & Adoption",
"value": 82,
"weight": 0.18,
"metrics": [
{
"key": "popularity",
"band": "good",
"name": "Popularity & adoption",
"note": null,
"notes": [],
"value": 81,
"inputs": {
"forks": 352,
"stars": 1640,
"watchers": 26,
"growth_state": "unverified",
"growth_factor_pct": 100,
"growth_unverified_reason": "no_history"
},
"components": [
{
"key": "stars",
"name": "Stars",
"detail": "1,640 stars",
"points": 52.1,
"status": "partial",
"details": [
{
"code": "stars",
"params": {
"count": 1640
}
}
],
"max_points": 60
},
{
"key": "forks",
"name": "Forks",
"detail": "352 forks",
"points": 21.2,
"status": "partial",
"details": [
{
"code": "forks",
"params": {
"count": 352
}
}
],
"max_points": 25
},
{
"key": "watchers",
"name": "Watchers",
"detail": "26 watchers",
"points": 7.8,
"status": "partial",
"details": [
{
"code": "watchers",
"params": {
"count": 26
}
}
],
"max_points": 15
}
]
},
{
"key": "community_health",
"band": "excellent",
"name": "Community health",
"note": null,
"notes": [],
"value": 92,
"inputs": {
"has_readme": true,
"has_license": true,
"has_contributing": true,
"has_issue_template": false,
"has_code_of_conduct": true,
"has_pull_request_template": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 22.5,
"status": "met",
"details": [],
"max_points": 22.5
},
{
"key": "license",
"name": "License",
"detail": "recognized license (Apache-2.0)",
"points": 22.5,
"status": "met",
"details": [
{
"code": "license_standard",
"params": {}
},
{
"code": "license_spdx",
"params": {
"spdx": "Apache-2.0"
}
}
],
"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": 13.5,
"status": "met",
"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": 6.3,
"status": "met",
"details": [],
"max_points": 6.3
}
]
},
{
"key": "ecosystem_adoption",
"band": "moderate",
"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": 68,
"inputs": {
"packages": [
"uagents"
],
"dependents": null,
"ecosystems": "pypi",
"total_downloads": null,
"monthly_downloads": 11569
},
"components": [
{
"key": "monthly_downloads",
"name": "Monthly downloads",
"detail": "11,569 downloads/month across pypi",
"points": 54.2,
"status": "partial",
"details": [
{
"code": "downloads_monthly",
"params": {
"count": 11569,
"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": "good",
"name": "Sustainability & Governance",
"value": 78,
"weight": 0.24,
"metrics": [
{
"key": "maintainer_resilience",
"band": "moderate",
"name": "Maintainer resilience (bus factor)",
"note": null,
"notes": [],
"value": 61,
"inputs": {
"bus_factor": 2,
"contributors_sampled": 63,
"top_contributor_share": 0.436
},
"components": [
{
"key": "bus_factor",
"name": "Bus factor",
"detail": "2 contributor(s) cover half of all commits",
"points": 25.2,
"status": "partial",
"details": [
{
"code": "bus_factor",
"params": {
"count": 2
}
}
],
"max_points": 54
},
{
"key": "commit_distribution",
"name": "Commit distribution",
"detail": "top contributor authored 44% of commits",
"points": 12.7,
"status": "partial",
"details": [
{
"code": "top_contributor_share",
"params": {
"share": 44
}
}
],
"max_points": 22.5
},
{
"key": "contributor_breadth",
"name": "Contributor breadth",
"detail": "63 contributors",
"points": 13.5,
"status": "met",
"details": [
{
"code": "contributors_sampled",
"params": {
"count": 63
}
}
],
"max_points": 13.5
},
{
"key": "openssf_scorecard_contributors",
"name": "OpenSSF Scorecard: Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 10,
"status": "met",
"details": [],
"max_points": 10
}
]
},
{
"key": "responsiveness",
"band": "good",
"name": "Issue & PR responsiveness",
"note": null,
"notes": [],
"value": 79,
"inputs": {
"merged_prs": 580,
"open_issues": 26,
"closed_issues": 110,
"issue_closed_ratio": 0.809,
"closed_unmerged_prs": 111
},
"components": [
{
"key": "issue_resolution",
"name": "Issue resolution",
"detail": "81% of issues closed",
"points": 37.8,
"status": "partial",
"details": [
{
"code": "issues_closed_share",
"params": {
"share": 81
}
}
],
"max_points": 46.75
},
{
"key": "pr_acceptance",
"name": "PR acceptance",
"detail": "580/691 decided PRs merged",
"points": 32.1,
"status": "partial",
"details": [
{
"code": "decided_prs_merged",
"params": {
"merged": 580,
"decided": 691
}
}
],
"max_points": 38.25
},
{
"key": "openssf_scorecard_code_review",
"name": "OpenSSF Scorecard: Code-Review",
"detail": "Found 20/30 approved changesets -- score normalized to 6",
"points": 9,
"status": "partial",
"details": [],
"max_points": 15
}
]
},
{
"key": "stewardship",
"band": "good",
"name": "Ownership & stewardship",
"note": null,
"notes": [],
"value": 78,
"inputs": {
"followers": 1526,
"owner_type": "Organization",
"is_verified": null,
"owner_login": "fetchai",
"public_repos": 96,
"account_age_days": 2938
},
"components": [
{
"key": "ownership_backing",
"name": "Ownership backing",
"detail": "organization-owned",
"points": 30,
"status": "met",
"details": [
{
"code": "owner_organization",
"params": {}
}
],
"max_points": 30
},
{
"key": "verified_domain",
"name": "Verified domain",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "owner_reach",
"name": "Owner reach",
"detail": "1,526 followers of fetchai",
"points": 22.9,
"status": "partial",
"details": [
{
"code": "owner_followers",
"params": {
"count": 1526,
"login": "fetchai"
}
}
],
"max_points": 25
},
{
"key": "track_record",
"name": "Track record",
"detail": "96 public repos, account ~8 yr old",
"points": 25,
"status": "met",
"details": [
{
"code": "public_repos",
"params": {
"count": 96
}
},
{
"code": "account_age_years",
"params": {
"years": 8
}
}
],
"max_points": 25
}
]
},
{
"key": "package_maintenance",
"band": "excellent",
"name": "Package maintenance",
"note": null,
"notes": [],
"value": 100,
"inputs": {
"packages": [
"uagents"
],
"ecosystems": "pypi",
"any_deprecated": false,
"min_days_since_publish": 6
},
"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 6 days ago",
"points": 35,
"status": "met",
"details": [
{
"code": "publish_recency",
"params": {
"days": 6
}
}
],
"max_points": 35
},
{
"key": "version_history",
"name": "Version history",
"detail": "70 published versions",
"points": 20,
"status": "met",
"details": [
{
"code": "published_versions",
"params": {
"count": 70
}
}
],
"max_points": 20
},
{
"key": "not_deprecated",
"name": "Not deprecated",
"detail": "active, not deprecated or yanked",
"points": 20,
"status": "met",
"details": [
{
"code": "package_not_deprecated",
"params": {}
}
],
"max_points": 20
}
]
}
],
"description": "Will the project survive its people — bus factor, responsiveness, who backs it, and package upkeep?"
},
{
"key": "engineering",
"band": "good",
"name": "Engineering Quality",
"value": 76,
"weight": 0.2,
"metrics": [
{
"key": "engineering_practices",
"band": "excellent",
"name": "Engineering practices",
"note": null,
"notes": [],
"value": 94,
"inputs": {
"has_ci": true,
"has_tests": true,
"has_editorconfig": false,
"has_linter_config": true,
"has_precommit_config": true
},
"components": [
{
"key": "ci_workflows",
"name": "CI workflows",
"detail": "4 workflow(s)",
"points": 24,
"status": "met",
"details": [
{
"code": "ci_workflows",
"params": {
"count": 4
}
}
],
"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": 16,
"status": "met",
"details": [],
"max_points": 16
},
{
"key": "pre_commit_hooks",
"name": "Pre-commit hooks",
"detail": null,
"points": 9.6,
"status": "met",
"details": [],
"max_points": 9.6
},
{
"key": "editorconfig",
"name": ".editorconfig",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 6.4
},
{
"key": "openssf_scorecard_ci_tests",
"name": "OpenSSF Scorecard: CI-Tests",
"detail": "30 out of 30 merged PRs checked by a CI test -- score normalized to 10",
"points": 20,
"status": "met",
"details": [],
"max_points": 20
}
]
},
{
"key": "documentation",
"band": "moderate",
"name": "Documentation",
"note": null,
"notes": [],
"value": 50,
"inputs": {
"topics": [
"agents",
"ai",
"ai-agents",
"llm",
"multi-agent-systems"
],
"has_wiki": false,
"homepage": null,
"has_readme": true,
"has_docs_dir": false,
"has_description": true
},
"components": [
{
"key": "readme",
"name": "README",
"detail": null,
"points": 30,
"status": "met",
"details": [],
"max_points": 30
},
{
"key": "documentation_directory",
"name": "Documentation directory",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 25
},
{
"key": "documentation_homepage_site",
"name": "Documentation / homepage site",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 15
},
{
"key": "repository_description",
"name": "Repository description",
"detail": null,
"points": 10,
"status": "met",
"details": [],
"max_points": 10
},
{
"key": "topics",
"name": "Topics",
"detail": "5 topics",
"points": 10,
"status": "met",
"details": [
{
"code": "topics_count",
"params": {
"count": 5
}
}
],
"max_points": 10
},
{
"key": "wiki",
"name": "Wiki",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
}
],
"description": "Are baseline engineering and documentation practices in place?"
},
{
"key": "security",
"band": "at_risk",
"name": "Security",
"value": 42,
"weight": 0.16,
"metrics": [
{
"key": "security_posture",
"band": "at_risk",
"name": "Security posture",
"note": "Excluded from scoring (no data or not applicable): Branch-Protection, Packaging, Signed-Releases. Remaining weights renormalized.",
"notes": [
{
"code": "excluded_no_data",
"params": {
"components": [
"branch_protection",
"packaging",
"signed_releases"
]
}
},
{
"code": "weights_renormalized",
"params": {}
}
],
"value": 38,
"inputs": {
"source": "openssf_scorecard",
"checks_evaluated": 15,
"scorecard_version": "v5.5.0",
"checks_inconclusive": 3,
"scorecard_aggregate": 3.8
},
"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": "internal error: error during branchesHandler.setup: internal error: some github tokens can't read classic branch protection rules: https://github.com/ossf/scorecard-action/blob/main/docs/authentication/fine-grained-auth-token.md",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"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": "Found 20/30 approved changesets -- score normalized to 6",
"points": 4.5,
"status": "partial",
"details": [],
"max_points": 7.5
},
{
"key": "contributors",
"name": "Contributors",
"detail": "project has 3 contributing companies or organizations -- score normalized to 10",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "dangerous_workflow",
"name": "Dangerous-Workflow",
"detail": "dangerous workflow patterns detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
},
{
"key": "dependency_update_tool",
"name": "Dependency-Update-Tool",
"detail": "no update tool detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "fuzzing",
"name": "Fuzzing",
"detail": "project is not fuzzed",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "license",
"name": "License",
"detail": "license file detected",
"points": 2.5,
"status": "met",
"details": [],
"max_points": 2.5
},
{
"key": "maintained",
"name": "Maintained",
"detail": "23 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10",
"points": 7.5,
"status": "met",
"details": [],
"max_points": 7.5
},
{
"key": "packaging",
"name": "Packaging",
"detail": "packaging workflow not detected",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 5
},
{
"key": "pinned_dependencies",
"name": "Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "sast",
"name": "SAST",
"detail": "SAST tool is not run on all commits -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 5
},
{
"key": "security_policy",
"name": "Security-Policy",
"detail": "security policy file detected",
"points": 5,
"status": "met",
"details": [],
"max_points": 5
},
{
"key": "signed_releases",
"name": "Signed-Releases",
"detail": "no releases found",
"points": 0,
"status": "excluded",
"details": [
{
"code": "no_data",
"params": {}
}
],
"max_points": 7.5
},
{
"key": "token_permissions",
"name": "Token-Permissions",
"detail": "detected GitHub workflow tokens with excessive permissions",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
},
{
"key": "vulnerabilities",
"name": "Vulnerabilities",
"detail": "119 existing vulnerabilities detected",
"points": 0,
"status": "missed",
"details": [],
"max_points": 7.5
}
]
},
{
"key": "dependency_advisories",
"band": "moderate",
"name": "Dependency advisories",
"note": "Excluded from scoring (no data or not applicable): Indirect dependencies free of known advisories. Remaining weights renormalized. Matched 280 resolved dependencies against OSV; 2 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": 280
}
},
{
"code": "advisories_unassessed",
"params": {
"count": 2
}
},
{
"code": "advisories_repo_graph_caveat",
"params": {}
},
{
"code": "advisories_reachability",
"params": {}
}
],
"value": 56,
"inputs": {
"source": "osv",
"advisories": 250,
"affected_packages": 40,
"assessed_packages": 280,
"unassessed_packages": 2,
"affected_by_severity": "critical 7, high 9, moderate 6, low 1, unknown 17",
"direct_affected_packages": 1
},
"components": [
{
"key": "direct_dependencies_free_of_known_advisories",
"name": "Direct dependencies free of known advisories",
"detail": "1 affected: aiohttp 3.13.3 (critical 9.1)",
"points": 9.5,
"status": "partial",
"details": [
{
"code": "advisories_affected",
"params": {
"count": 1,
"packages": "aiohttp 3.13.3 (critical 9.1)"
}
}
],
"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": "1 advisory-carrying package(s) unaddressed past 90 days; oldest published 112 days ago",
"points": 32.6,
"status": "partial",
"details": [
{
"code": "advisories_stale",
"params": {
"days": 90,
"count": 1,
"oldest": 112
}
}
],
"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": 280,
"malicious_packages": 0,
"direct_malicious_packages": 0,
"withdrawn_malicious_packages": 0,
"installable_malicious_packages": 0
},
"components": [
{
"key": "no_dependency_reported_as_a_malicious_package",
"name": "No dependency reported as a malicious package",
"detail": "no dependency is reported as a malicious package",
"points": 100,
"status": "met",
"details": [
{
"code": "no_malicious_dependencies",
"params": {}
}
],
"max_points": 100
}
]
},
{
"key": "high_risk_jurisdiction_exposure",
"band": "excellent",
"name": "High-Risk Jurisdiction Exposure",
"note": "Only high-confidence self-published location evidence affects this multiplier. Ambiguous matches are review-only; country evidence is not proof of nationality, citizenship, legal registration, malicious intent, or sanctions status.",
"notes": [
{
"code": "jurisdiction_evidence_limits",
"params": {}
}
],
"value": 100,
"inputs": {
"meaning": "self-published location evidence; not nationality or citizenship",
"red_flag": false,
"exposures": [],
"policy_countries": [
"Russia",
"Iran",
"North Korea"
],
"review_only_matches": 0,
"assessed_self_published_locations": 3
},
"components": [
{
"key": "policy_exposure_multiplier",
"name": "Policy exposure multiplier",
"detail": "no confirmed policy-scope location match",
"points": 100,
"status": "met",
"details": [
{
"code": "jurisdiction_no_match",
"params": {}
}
],
"max_points": 100
}
]
}
],
"description": "Are visible security and supply-chain practices strong, with no malicious dependency and no unresolved high-risk jurisdiction exposure?"
},
{
"key": "ai_readiness",
"band": "moderate",
"name": "AI Readiness",
"value": 57,
"weight": 0,
"metrics": [
{
"key": "ai_agent_context",
"band": "excellent",
"name": "Agent context & guidance",
"note": null,
"notes": [],
"value": 85,
"inputs": {
"has_llms_txt": false,
"legible_history_share": 1,
"agent_instruction_files": [
"python/docs/api/uagents/agent.md"
],
"agent_instruction_max_bytes": 20776
},
"components": [
{
"key": "agent_instructions",
"name": "Agent instructions",
"detail": "python/docs/api/uagents/agent.md",
"points": 45,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "python/docs/api/uagents/agent.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": "100 of 100 human commits state their intent (structured subject or explanatory body)",
"points": 40,
"status": "met",
"details": [
{
"code": "legible_history",
"params": {
"legible": 100,
"sampled": 100
}
}
],
"max_points": 40
}
]
},
{
"key": "ai_verify_loop",
"band": "at_risk",
"name": "Verify loop (build / test / typecheck)",
"note": null,
"notes": [],
"value": 43,
"inputs": {
"has_nix": false,
"has_tests": true,
"lockfiles": [
"poetry.lock",
"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
},
"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": "no automated dependency updates observed",
"points": 0,
"status": "missed",
"details": [
{
"code": "no_dependency_automation",
"params": {}
}
],
"max_points": 8
},
{
"key": "openssf_scorecard_pinned_dependencies",
"name": "OpenSSF Scorecard: Pinned-Dependencies",
"detail": "dependency not pinned by hash detected -- score normalized to 0",
"points": 0,
"status": "missed",
"details": [],
"max_points": 10
}
]
},
{
"key": "ai_code_legibility",
"band": "moderate",
"name": "Code legibility for models",
"note": null,
"notes": [],
"value": 54,
"inputs": {
"primary_language": "Python",
"largest_source_bytes": 69221,
"source_files_sampled": 120,
"oversized_source_files": 1
},
"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": "1/120 source files over 60KB",
"points": 54.5,
"status": "partial",
"details": [
{
"code": "oversized_source_files",
"params": {
"kb": 60,
"sampled": 120,
"oversized": 1
}
}
],
"max_points": 55
}
]
},
{
"key": "ai_interfaces",
"band": "at_risk",
"name": "Machine-readable interfaces",
"note": null,
"notes": [],
"value": 40,
"inputs": {
"example_dirs": [
"examples"
],
"has_mcp_signal": false,
"api_schema_files": []
},
"components": [
{
"key": "api_schema_openapi_graphql_proto",
"name": "API schema (OpenAPI/GraphQL/proto)",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 40
},
{
"key": "mcp_server",
"name": "MCP server",
"detail": null,
"points": 0,
"status": "missed",
"details": [],
"max_points": 20
},
{
"key": "runnable_examples",
"name": "Runnable examples",
"detail": "examples",
"points": 40,
"status": "met",
"details": [
{
"code": "file_list",
"params": {
"files": "examples"
}
}
],
"max_points": 40
}
]
}
],
"description": "How well is the repo equipped to be developed and maintained with AI coding agents? An independent, experimental badge — weight 0.0, so it is surfaced on its own and does not affect the overall health score."
}
],
"metrics_version": "1.13.0"
},
"warnings": [
"Star history unavailable: GitHub GraphQL error: Resource not accessible by personal access token",
"deps.dev does not index pypi:uagents@0.25.3; advisories assessed against the repository dependency graph instead",
"Advisory severity resolved for 120 of 217 advisories (lookup cap); the remainder are reported as unknown severity"
],
"report_type": "repository",
"generated_at": "2026-07-23T10:42:19.799259Z",
"schema_version": "0.27.0",
"badge_url": "https://raw.githubusercontent.com/inspect-software/badges/main/v1/f/fetchai/uAgents.svg",
"full_name": "fetchai/uAgents",
"license_state": "standard",
"license_spdx": "Apache-2.0"
}