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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 snapshotv8Sep 3, 2026
View latest dataset
Open tools
12

Explicit open/self-hosted evidence

Categories
3

Directory coverage

Mentions
0

Tracked editorial references

Recently mentioned
12

Has a recorded mention date

Interactive figureOpen-source health
CSV JSON
Data status3 verified observations

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

Verified observationHover or focus any mark for exact valuesLast updated Sep 3, 2026

Version ledger

Frozen public editions

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

  1. v8 / latestSep 3, 202612 records / 12 sources

    +2 records; +2 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 12 records.

  2. v7Sep 2, 202610 records / 10 sources

    +1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 10 records.

  3. v6Sep 1, 20269 records / 9 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 9 records.

  4. v5Aug 31, 20267 records / 7 sources

    +1 records; +1 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 7 records.

  5. v4Aug 30, 20266 records / 6 sources

    Source-backed fields changed; the frozen snapshot contains 6 records.

  6. v3Aug 29, 20266 records / 6 sources

    +2 records; +2 sources; updated Open tools, Categories, Recently mentioned. The frozen snapshot contains 6 records.

  7. v2Aug 27, 20264 records / 4 sources

    +2 records; +2 sources; updated Open tools, Recently mentioned. The frozen snapshot contains 4 records.

  8. v1Aug 27, 20262 records / 2 sources

    Initial public snapshot with 2 records and 2 cited sources.

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
v8
Coverage
Live collection
Records
12
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/

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

12 publishers supporting 12 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
ayman3000.github.ioayman3000.github.io1 source / 1 record
Naseem1 supporting record
doop.designdoop.design1 source / 1 record
Doop1 supporting record
firecrawl.devfirecrawl.dev1 source / 1 record
Firecrawl Developer Index1 supporting record
hydradb.comhydradb.com1 source / 1 record
HydraDB OSS1 supporting record
Show 6 more publishers
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
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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