Evolver
Self-evolving engine for AI agents with auditable genes, capsules and events.
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About Evolver
Evolver is listed in our frameworks category and is aimed at builders. Self-evolving engine for AI agents with auditable genes, capsules and events. Pricing, as the maker states it: Open source. Maturity: Mature. We last checked the official link on 2026-10-16.
What is Evolver?
Evolver is a self-evolving engine for AI agents built around auditable genes, capsules and events. It has been open source since February 2026 (MIT, then GPL-3.0-or-later from April 2026).
Its README announces that future releases will move toward source-available licensing, so check the current license before adopting it.
Sources: the official README and our directory listing, checked 2026-10-18. Official site: evomap.ai.
Who is Evolver for?
Developers experimenting with agents that evolve their own skills and memory, who want an audit trail of changes.
Evolver at a glance
- Open source: Yes (GNU GPL v3.0)
- GitHub: EvoMap/evolver · 8,690 stars (as of Oct 21, 2026)
Key features
- Self-evolution with auditable genes and capsules
- Event history
- License moving toward source-available
Evolver FAQ
What is Evolver?
Evolver is a self-evolving engine for AI agents built around auditable genes, capsules and events. It has been open source since February 2026 (MIT, then GPL-3.0-or-later from April 2026).
Who is Evolver for?
Developers experimenting with agents that evolve their own skills and memory, who want an audit trail of changes.
Is Evolver free?
Evolver's pricing, as the maker states it: Open source. Open-source tools are free to use, though you may still pay for model API usage or a hosted plan. Check the official site for current plans.
Is Evolver open source?
Yes. Evolver is released under the GNU GPL v3.0, according to its GitHub repository.
What are alternatives to Evolver?
Similar tools include Agentic Context Engine, Golem, IntentKit, LangChain Deep Agents, Raven and Adala.
Evolver ratings and reviews
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Evolver alternatives
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Agentic Context Engine
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Golem
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IntentKit
Self-hosted cloud cluster for running a team of collaborating AI agents.
LangChain Deep Agents
Library for long-running agents with subagents and skills; 0.7.23 (Oct 7) adds pinned_skills.
Raven
Host agent that plans complex jobs as task graphs and coordinates built-in and third-party agents for research, coding, design and on-call work.
Adala
HumanSignal's autonomous data-labeling agent framework, where agents learn labeling skills iteratively.
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