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Research observatory 17 / Projects and maintainers

Open-Source AI Ecosystem Health

Tracks explicitly open AI tools, release activity, categories, mentions, and disclosed project destinations.

Archived snapshotv6Sep 1, 2026
View latest dataset
Open tools
9

Explicit open/self-hosted evidence

Categories
2

Directory coverage

Mentions
0

Tracked editorial references

Recently mentioned
9

Has a recorded mention date

Interactive figureOpen-source health
CSV JSON
Data status2 verified observations

Early sample. Read individual values rather than treating the pattern as a market trend.

Verified observationHover or focus any mark for exact valuesLast updated Sep 1, 2026

Version ledger

Frozen public editions

Each edition preserves the records, method, sources, and downloads available at publication time.

  1. v48 / latestOct 13, 202670 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 70 records.

  2. v47Oct 12, 202669 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 69 records.

  3. v46Oct 11, 202667 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 67 records.

  4. v45Oct 10, 202666 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 66 records.

  5. v44Oct 9, 202664 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 64 records.

  6. v43Oct 8, 202663 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 63 records.

  7. v42Oct 7, 202661 records / 60 sources

    +4 records; +3 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 61 records.

  8. v41Oct 6, 202657 records / 57 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 57 records.

  9. v40Oct 5, 202655 records / 55 sources

    +1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 55 records.

  10. v39Oct 4, 202654 records / 54 sources

    +2 records; +2 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 54 records.

  11. v38Oct 3, 202652 records / 52 sources

    +3 records; +3 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 52 records.

  12. v37Oct 2, 202649 records / 49 sources

    Source-backed fields changed; the frozen snapshot contains 49 records.

  13. v36Oct 1, 202649 records / 49 sources

    +1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 49 records.

  14. v35Sep 30, 202648 records / 48 sources

    Source-backed fields changed; the frozen snapshot contains 48 records.

  15. v34Sep 29, 202648 records / 48 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 48 records.

  16. v33Sep 28, 202646 records / 46 sources

    +1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 46 records.

  17. v32Sep 27, 202645 records / 45 sources

    Source-backed fields changed; the frozen snapshot contains 45 records.

  18. v31Sep 26, 202645 records / 45 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 45 records.

  19. v30Sep 25, 202643 records / 43 sources

    Source-backed fields changed; the frozen snapshot contains 43 records.

  20. v29Sep 24, 202643 records / 43 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 43 records.

  21. v28Sep 23, 202641 records / 41 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 41 records.

  22. v27Sep 22, 202639 records / 39 sources

    +3 records; +3 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 39 records.

  23. v26Sep 21, 202636 records / 36 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 36 records.

  24. v25Sep 20, 202634 records / 34 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 34 records.

  25. v24Sep 19, 202632 records / 32 sources

    +4 records; +4 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 32 records.

  26. v23Sep 18, 202628 records / 28 sources

    +1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 28 records.

  27. v22Sep 17, 202627 records / 27 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 27 records.

  28. v21Sep 16, 202625 records / 25 sources

    updated Categories. The frozen snapshot contains 25 records.

  29. v20Sep 15, 202625 records / 25 sources

    +2 records; +2 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 25 records.

  30. v19Sep 14, 202623 records / 23 sources

    Source-backed fields changed; the frozen snapshot contains 23 records.

Coverage note

This is the directory baseline, not yet a GitHub vitality ranking. Stars, contributors, issue response, and maintainer concentration are intentionally absent until canonical repositories can be verified.

Dataset ID
spd:open-source-health
Stable URL
/research/open-source-health
Version
v6
Coverage
Live collection
Records
9
Fields
7
Updated

Read the data

The records behind the figure

CSV JSON
Open-Source AI Ecosystem Health data records
ToolCategoryPricingFirst seenLast mentionedMentionsProject website
session-indexercoding—2026-08-262026-08-260https://valpere.github.io/projects/session-indexer/
PostHog Desktopcoding—2026-08-262026-08-260https://posthog.com/desktop
Tracciacoding—2026-08-272026-08-270https://traccia.ai/
GitNexus (Akon Labs)coding—2026-08-272026-08-270https://www.akonlabs.com/
Firecrawl Developer Indexcoding—2026-08-282026-08-290https://www.firecrawl.dev/developer-index
Microduckproductivity—2026-08-282026-08-300https://pollen-robotics.com/microduck/
oMLXcoding—2026-08-302026-08-310https://omlx.ai/
Superagentcoding—2026-08-312026-08-310https://superagent.computer/
Hy4 previewproductivity—2026-08-312026-08-310https://aistudio.tencent.com/

Measurement technique

How to read this report

  1. 01A tool enters the baseline only when its stored description, tags, destination, or use case explicitly identifies open-source or self-hosted availability.
  2. 02Directory mentions and dates describe Superpower Daily coverage, not repository commits or contributor activity.
  3. 03Repository-level health metrics will be published prospectively after canonical repository identities are captured.

Sources

Evidence

9 publishers supporting 9 records. Expand a publisher to inspect its cited pages.

aistudio.tencent.comaistudio.tencent.com1 source / 1 record
Hy4 preview1 supporting record
akonlabs.comakonlabs.com1 source / 1 record
GitNexus (Akon Labs)1 supporting record
firecrawl.devfirecrawl.dev1 source / 1 record
Firecrawl Developer Index1 supporting record
omlx.aiomlx.ai1 source / 1 record
oMLX1 supporting record
pollen-robotics.compollen-robotics.com1 source / 1 record
Microduck1 supporting record
posthog.composthog.com1 source / 1 record
PostHog Desktop1 supporting record
Show 3 more publishers
superagent.computersuperagent.computer1 source / 1 record
Superagent1 supporting record
traccia.aitraccia.ai1 source / 1 record
Traccia1 supporting record
valpere.github.iovalpere.github.io1 source / 1 record
session-indexer1 supporting record
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