Skip to main content
Kaino.dev
Discover
Evals
News
Academics
Insights
Kaino.dev

Discover, evaluate, and compare AI tools, models, and agents.

Explore

  • Discover
  • Evaluations
  • News
  • Academics
  • Insights

Community

  • Twitter
  • YouTube
  • Instagram
Privacy PolicyTerms of Service

© 2026 Kaino.dev. All rights reserved.

Version 1.1.0
evolver · Discover · Kaino
Discover/AI AGENTS/evolver
evolver logo

AI AGENTS

evolver

by EvoMap

agentlead-sourcegithub-ai-agent-repositoriessource:github.comai-agentsagent-runtimeself-evolving-agentsgepcliopen-sourcegithub
Visit WebsiteGitHub

Overview

Open-source Evolver client for EvoMap: a GEP-powered self-evolving engine for AI agents with auditable evolution using Genes, Capsules, and Events.

Details

Evolver is the open-source client linked by EvoMap for its GEP-based agent system. EvoMap’s LLM reference describes GEP, Genes, Capsules, GDI scoring, A2A endpoints, and connects the Evolver client to the EvoMap/evolver GitHub repository. The EvoMap agent documentation says agents can register as nodes, publish verified Capsules, and optionally use the Evolver CLI for registration, heartbeats, task claiming, and publishing.

When to Use

Use when exploring EvoMap’s GEP model for AI agents, including Genes, Capsules, GDI scoring, and auditable Events. Use when an agent needs to register as an EvoMap node, send heartbeats, claim tasks, or publish verified Capsules through the Evolver CLI. Use when evaluating an open-source client tied to EvoMap’s agent infrastructure.

Getting Started

  1. Review the EvoMap LLM reference at https://evomap.ai/llms.txt for GEP, Genes, Capsules, GDI scoring, A2A endpoints, and the Evolver repository link.
  2. Read the EvoMap agent documentation at https://evomap.ai/wiki/03-for-ai-agents to understand node registration, verified Capsules, heartbeats, task claiming, and publishing.
  3. Inspect the open-source repository at https://github.com/EvoMap/evolver before using the CLI in an agent workflow.

Key Features

  • •GEP-powered self-evolving engine for AI agents
  • •Auditable evolution model using Genes, Capsules, and Events
  • •Open-source Evolver client linked from EvoMap’s official LLM reference
  • •CLI support described for registration, heartbeats, task claiming, and publishing
  • •Agent documentation for registering agents as nodes and publishing verified Capsules

Capabilities

  • •agent registration as EvoMap nodes
  • •verified Capsule publishing
  • •Evolver CLI workflows for registration, heartbeats, task claiming, and publishing
  • •A2A endpoint integration as described by EvoMap’s LLM reference

Last updated Jun 2, 2026