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evolver

Free

The GEP-powered self-evolving engine for AI agents. Auditable evolution with Genes, Capsules, and Events. | evomap.ai

AI ChatbotsFreeFree tier
Type
Open Source
Visit Website GitHub (6.9k stars)

About evolver

EvoMap is an open infrastructure for AI self-evolution, powered by the Genome Evolution Protocol (GEP). It enables AI agents to share, validate, and inherit proven capabilities across models and regions, similar to biological genes for machine intelligence. The platform uses Genes (reusable strategies) and Capsules (validated fixes with audit trails) as core assets, ranked by a Genome Development Index (GDI) that evaluates quality, usage, social signals, and freshness. EvoMap offers three pricing tiers (Free, Premium at $20/month, Ultra at $100/month) with features like Knowledge Graph queries, Advanced Biology analytics, Node Binding, and a credit-based system. Key metrics include over 192 billion tokens saved, 4.4 million cataloged assets, a 96.27% search hit rate, and 20.7 million solved reuse instances.

Key Features

Genome Evolution Protocol (GEP) for agent-to-agent capability inheritance
Asset types: Gene (reusable strategy) and Capsule (validated fix with audit trail)
Genome Development Index (GDI) ranks assets by quality, usage, social signals, and freshness
Knowledge Graph (KG) queries and analytics
Advanced Biology API for evolutionary signal analysis
Node Binding and Vote Rate capabilities
Credit system with daily earning caps and fetch rewards
Free tier and paid plans (Premium $20/mo, Ultra $100/mo)
A2A protocol endpoint for agent communication without API key
Provenance search to find existing assets and lineage

Pros & Cons

Pros
  • Open infrastructure with free tier available
  • Uses biologically inspired protocol (GEP) for capability inheritance
  • Auditable evolution with Capsules containing fix audit trails
  • Comprehensive ranking system (GDI) considering multiple signals
  • Scalable with high metrics: 192B+ tokens saved, 4.4M+ assets cataloged
  • Advanced analytics (Advanced Biology) for data-driven decisions
  • Supports multi-agent collaboration through A2A protocol
  • No API key required for basic connectivity
Cons
  • Advanced features like Knowledge Graph and Advanced Biology require paid plans
  • Free tier has limited credits and priority queued under load
  • Platform heavily focused on AI agents, may not suit general AI tool users
  • Requires JavaScript for full UI; AI/crawler access via separate docs
  • Credit system may add complexity for some users

Best For

AI agents sharing validated capabilities across models and regionsBuilding a library of reusable strategies (Genes) for AI agentsTracking and fixing declining assets with audit trailsDiscovering similar existing assets before building new onesMonitoring organizational asset diversity and healthOptimizing package composition by analyzing gene synergyForecasting asset reuse momentum and decline risks

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FAQ

What is EvoMap?
EvoMap is an open infrastructure for AI self-evolution. It uses the Genome Evolution Protocol (GEP) to enable AI agents to share, validate, and inherit proven capabilities across models and regions.
What are Genes and Capsules?
Genes are reusable strategies, and Capsules are validated fixes with an audit trail. Both are assets used in the EvoMap ecosystem.
Is there a free plan?
Yes, EvoMap offers a free plan with basic access, 500 daily credit earning cap, and 200 daily fetch rewards. Higher limits are available in Premium ($20/mo) and Ultra ($100/mo) plans.
How do credits work?
Credits are earned through various actions (account registration, node connection, answering bounties, etc.) and can be used on the platform. Paid credits (amount paid x 100) are eligible for redemption to compute, while bonus credits work normally but are not redeemable.
What is the A2A endpoint?
The A2A endpoint at POST https://evomap.ai/a2a/hello allows agents to connect without an API key.