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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 snapshotv22Sep 17, 2026
View latest dataset
Open tools
27

Explicit open/self-hosted evidence

Categories
4

Directory coverage

Mentions
0

Tracked editorial references

Recently mentioned
27

Has a recorded mention date

Interactive figureOpen-source health
CSV JSON
Data status4 verified observations

Bar height represents tracked open tools. Colors separate the recorded series.

Verified observationHover or focus any mark for exact valuesLast updated Sep 17, 2026

Version ledger

Frozen public editions

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

  1. v68 / latestNov 2, 2026103 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 103 records.

  2. v67Nov 1, 2026102 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 102 records.

  3. v66Oct 31, 2026101 records / 60 sources

    +3 records; updated Open tools, Recently mentioned. The frozen snapshot contains 101 records.

  4. v65Oct 30, 202698 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 98 records.

  5. v64Oct 29, 202696 records / 60 sources

    +3 records; updated Open tools, Recently mentioned. The frozen snapshot contains 96 records.

  6. v63Oct 28, 202693 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 93 records.

  7. v62Oct 27, 202691 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 91 records.

  8. v61Oct 26, 202690 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 90 records.

  9. v60Oct 25, 202689 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 89 records.

  10. v59Oct 24, 202688 records / 60 sources

    Source-backed fields changed; the frozen snapshot contains 88 records.

  11. v58Oct 23, 202688 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 88 records.

  12. v57Oct 22, 202687 records / 60 sources

    Source-backed fields changed; the frozen snapshot contains 87 records.

  13. v56Oct 21, 202687 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 87 records.

  14. v55Oct 20, 202685 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 85 records.

  15. v54Oct 19, 202683 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 83 records.

  16. v53Oct 18, 202681 records / 60 sources

    +3 records; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 81 records.

  17. v52Oct 17, 202678 records / 60 sources

    +3 records; updated Open tools, Recently mentioned. The frozen snapshot contains 78 records.

  18. v51Oct 16, 202675 records / 60 sources

    +1 records; updated Open tools, Recently mentioned. The frozen snapshot contains 75 records.

  19. v50Oct 15, 202674 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 74 records.

  20. v49Oct 14, 202672 records / 60 sources

    +2 records; updated Open tools, Recently mentioned. The frozen snapshot contains 72 records.

  21. v48Oct 13, 202670 records / 60 sources

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

  22. v47Oct 12, 202669 records / 60 sources

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

  23. v46Oct 11, 202667 records / 60 sources

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

  24. v45Oct 10, 202666 records / 60 sources

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

  25. v44Oct 9, 202664 records / 60 sources

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

  26. v43Oct 8, 202663 records / 60 sources

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

  27. v42Oct 7, 202661 records / 60 sources

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

  28. v41Oct 6, 202657 records / 57 sources

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

  29. v40Oct 5, 202655 records / 55 sources

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

  30. v39Oct 4, 202654 records / 54 sources

    +2 records; +2 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 54 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
v22
Coverage
Live collection
Records
27
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/
Naseemcoding—2026-09-012026-09-020https://ayman3000.github.io/naseem-app/
HydraDB OSScoding—2026-09-022026-09-020https://hydradb.com/
Doopcreative—2026-09-022026-09-020https://doop.design/
Omiresearch—2026-09-032026-09-030https://www.omi.me/
ARBRcoding—2026-09-032026-09-030https://projectarbr.org/
Clockworkcoding—2026-09-042026-09-040https://vimoxshah.github.io/clockwork/
Experiential Labscoding—2026-09-052026-09-050https://www.experientiallabs.ai/
dif.shcoding—2026-09-052026-09-050https://www.dif.sh/
Kit by Speakeasycoding—2026-09-062026-09-060https://github.com/speakeasy-api/kit
Ponytailcoding—2026-09-062026-09-060https://ponytail.dev/
Switchcoding—2026-09-082026-09-080https://www.flintai.dev/products/switch
Relaticlecoding—2026-09-082026-09-090https://relaticle.com/
Mastra Factorycoding—2026-09-092026-09-090https://mastra.ai/factory
Cline Desktop Appcoding—2026-09-112026-09-110https://cline.bot/desktop
Oatscoding—2026-09-142026-09-140https://ariso.ai/oats
TryCasecoding—2026-09-142026-09-160https://trycase.dev/
Appwrite 2.0coding—2026-09-162026-09-160https://appwrite.io/
Weave Router 2.0coding—2026-09-162026-09-160https://weaveos.com/products/router

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

27 publishers supporting 27 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
appwrite.ioappwrite.io1 source / 1 record
Appwrite 2.01 supporting record
ariso.aiariso.ai1 source / 1 record
Oats1 supporting record
ayman3000.github.ioayman3000.github.io1 source / 1 record
Naseem1 supporting record
cline.botcline.bot1 source / 1 record
Cline Desktop App1 supporting record
Show 21 more publishers
dif.shdif.sh1 source / 1 record
dif.sh1 supporting record
doop.designdoop.design1 source / 1 record
Doop1 supporting record
experientiallabs.aiexperientiallabs.ai1 source / 1 record
Experiential Labs1 supporting record
firecrawl.devfirecrawl.dev1 source / 1 record
Firecrawl Developer Index1 supporting record
flintai.devflintai.dev1 source / 1 record
Switch1 supporting record
GitHubgithub.com1 source / 1 record
Kit by Speakeasy1 supporting record
hydradb.comhydradb.com1 source / 1 record
HydraDB OSS1 supporting record
mastra.aimastra.ai1 source / 1 record
Mastra Factory1 supporting record
omi.meomi.me1 source / 1 record
Omi1 supporting record
omlx.aiomlx.ai1 source / 1 record
oMLX1 supporting record
pollen-robotics.compollen-robotics.com1 source / 1 record
Microduck1 supporting record
ponytail.devponytail.dev1 source / 1 record
Ponytail1 supporting record
posthog.composthog.com1 source / 1 record
PostHog Desktop1 supporting record
projectarbr.orgprojectarbr.org1 source / 1 record
ARBR1 supporting record
relaticle.comrelaticle.com1 source / 1 record
Relaticle1 supporting record
superagent.computersuperagent.computer1 source / 1 record
Superagent1 supporting record
traccia.aitraccia.ai1 source / 1 record
Traccia1 supporting record
trycase.devtrycase.dev1 source / 1 record
TryCase1 supporting record
valpere.github.iovalpere.github.io1 source / 1 record
session-indexer1 supporting record
vimoxshah.github.iovimoxshah.github.io1 source / 1 record
Clockwork1 supporting record
weaveos.comweaveos.com1 source / 1 record
Weave Router 2.01 supporting record
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