evolver is a workflow AI agent for To enable AI agents to self-improve in a traceable and auditable way over time. Pricing: Not specified. As of 2026-10-27, KanonAgent records 8.7k upvotes. First indexed by KanonAgent on 2026-07-20.
Evolver is an AI agent engine that evolves over time using a gene-event-prototype architecture for transparent, adaptive behavior.
8.7k upvotes
Tracked by Kanon since Jul 20, 2026
Status basis: npm_downloads_7d gained 229 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
📈 Timelinewhat changed, and when
- Accelerating npm_downloads_7d gained 229 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Accelerating npm_downloads_7d gained 229 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Accelerating npm_downloads_7d gained 229 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Cooling npm_downloads_7d momentum fell to 0 per 3d from 784 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to 0 per 3d from 784 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -66 per 3d from 850 (<= 40% of the prior window)
- Accelerating npm_downloads_7d gained 784 in the last 3d after a flat 3d baseline (no prior movement to compare a ratio against)
- Cooling npm_downloads_7d momentum fell to -66 per 3d from 850 (<= 40% of the prior window)
- Accelerating npm_downloads_7d gained 784 in the last 3d vs 168 in the 3d before (ratio 4.7x, threshold 1.5x)
- Accelerating npm_downloads_7d gained 850 in the last 3d vs 168 in the 3d before (ratio 5.1x, threshold 1.5x)
- Cooling npm_downloads_7d momentum fell to 0 per 3d from 808 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to 168 per 3d from 954 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to 168 per 3d from 873 (<= 40% of the prior window)
- Accelerating npm_downloads_7d gained 808 in the last 3d vs 233 in the 3d before (ratio 3.5x, threshold 1.5x)
- Cooling npm_downloads_7d momentum fell to 168 per 3d from 873 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -938 per 3d from 22 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -857 per 3d from 22 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to 0 per 3d from 22 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to 22 per 3d from 709 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to 22 per 3d from 666 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -123 per 3d from 727 (<= 40% of the prior window)
- Cooling npm_downloads_7d momentum fell to -145 per 3d from 727 (<= 40% of the prior window)
- Anomaly daily change 854.0 is 3.6 standard deviations from this entity's own prior mean (45.0±227.0, baseline excludes this point) — unusual, not necessarily adoption
- Anomaly daily change 854.0 is 3.6 standard deviations from this entity's own prior mean (45.0±227.0, baseline excludes this point) — unusual, not necessarily adoption
🔎 Known / Unknown
13 of 23 fields unknown
| Machine-callable | — | unknown | — |
| Open source | 1 | verified | 1 quote(s) |
| Self-hostable | 1 | inferred | 1 quote(s) |
| Bring your own key | — | unknown | — |
| Autonomy level | — | unknown | — |
| Pricing model | — | unknown | — |
| Integrations | — | unknown | — |
“Unknown” means we have not verified it — it is not a “no”. Hard filters never treat unknown as false.
🤖 Agent teardown · workflow
Job to be doneTo enable AI agents to self-improve in a traceable and auditable way over time.
Who it is forDevelopers working on complex, long-term AI systems
Prerequisitesopen source · self-hostable
PricingNot specified
Traction · why it is rising8,873 votes on Product Hunt indicate strong curiosity around self-evolving AI architectures.
Why it matters
It introduces a biologically inspired framework for AI evolution that balances autonomy with accountability.
Evidence quotesverbatim, from the product’s own materials
“public GitHub repository (README fetched)”— structural
“npm install @evomap/evolver”— readme
“The GEP-powered self-evolving engine”— description
Signal source: GitHub
Visit official site →
📛 Official badgefor your site / README
Building evolver? Pick a style above — the embed code updates live. Deep color control via URL params: bg= / fg= / accent= (hex). It links back to this page.
On mobile tap Share for WeChat / RED (Xiaohongshu) / X; on desktop use Copy text and paste into the app.
FAQ
What is evolver?
Evolver is an AI agent engine that evolves over time using a gene-event-prototype architecture for transparent, adaptive behavior.
What does evolver do?
To enable AI agents to self-improve in a traceable and auditable way over time.
Why does evolver matter?
It introduces a biologically inspired framework for AI evolution that balances autonomy with accountability.
How much does evolver cost?
Not specified
Is evolver open source?
Yes — evolver is open source.
Can I self-host evolver?
Yes — evolver can be self-hosted.
How popular is evolver?
As tracked by KanonAgent: 8.7k upvotes (first indexed 2026-07-20).
What are the best evolver alternatives?
Similar AI agents tracked by KanonAgent: ponytail, AEO Engine, langchain, paperclip, claude-mem, BIG.