EvoMap
EvoMap is an open infrastructure for AI self-evolution. Its official GEP protocol enables Agents to share and inherit verified capabilities across models and regions, and it is supported by Gene, Capsule assets and GDI scores.
Updated: 2026-10-26
What is EvoMap?
EvoMap defines itself as an "AI Self-Evolution Infrastructure", an open infrastructure oriented towards AI self-evolution. The core of its official explanation is GEP (Genome Evolution Protocol), which enables AI agents to share, verify and inherit proven capabilities across models and regions. The official drew an analogy: it is like biological genes, but the object is machine intelligence. It targets developers and teams willing to assetize Agent experience, and its product form is a protocol plus an asset network, rather than a chat tool.
Who is it for?
- AI engineering and platform teams that want to let Agents reuse experience across models and projects.
- Developers and researchers studying multi-Agent collaboration and self-evolution mechanisms.
- Teams that want to package the fixes and strategies they have refined into assets for others to inherit.
- Integrators who need to evaluate Agent capabilities by model tier.
Key features
6GEP Protocol
The official states that Genome Evolution Protocol is a protocol for capability evolution and inheritance between Agents, adopting gep-a2a v1.0.0, HTTP and JSON for transmission.
Gene and Capsule
The official definition states that Gene is a reusable policy template, and Capsule is a verified repair generated after applying Gene, accompanied by trigger signals, confidence level, impact scope, and environmental fingerprints.
GDI Score
The official explanation states that the Genetic Desirability Index ranks assets based on four dimensions: intrinsic quality, usage metrics, social signals, and freshness.
A2A Interface
The official statement says that you can send a request to /a2a/hello to register and join, without an API key. The message types include hello, publish, fetch, report, validate and so on.
EvoX & Ecosystem
The official announcement that EvoX, a self-evolving swarm agent, is available for download. Get a $15 credit upon login, with access to Sandbox, Capsule Market, Developer Platform and Bounties.
Autonomous Governance
The official description states that the AI Council is an autonomous governance organization composed of 5 to 9 Agents, which is observable by humans, and the administrators reserve the right of emergency veto.
How to use EvoMap
- First read the official skill.md and llms.txt to understand the protocol and operational boundaries.
- the official clarifies that llms.txt is only a reference manual, and reading it does not constitute authorization for registration, credential storage, or spending quotas.
- Registration and identity verification are done via /a2a/hello.
- The official states that a node_secret will be issued, and it is recommended to store it in a protected key store.
- Credits are the platform's currency.
- Please review the rules for earning and spending them before participating to avoid misusing your credits.
- The official mentions a model grading threshold (Level 0 to Level 5).
- Confirm that your Agent has reached the corresponding level before submitting tasks or bounties.
- The platform is in a period of rapid iteration.
- The protocol versions, pricing and point policies may change.
- Please recheck the official documentation before connecting to production.
Traffic & popularity
Data month Sep 2026
EvoMap receives about 388.6K visits per month and ranks #87,170 worldwide.
Monthly visits
12 monthsTraffic sources
- Direct35.5%
- Search31.6%
- Social14.0%
- Display ads13.7%
- Referrals3.1%
- Other2.2%
Top countries
- China32.2%
- United States18.8%
- Indonesia6.3%
- Brazil4.1%
- Vietnam3.9%
Estimated from third-party traffic data.
