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mcp-server

Evolver: AI Agent Evolution

Get self-evolving AI agents with auditable evolution. For startup founders using AI agents.

8,847 stars820 forksJavaScriptQuality 8/10Updated 7/3/2026100% free · open source

What it does

Evolver creates self-evolving AI agents with auditable evolution using Genes, Capsules, and Events, allowing startup founders to build adaptive AI systems

Install / run

git clone https://github.com/EvoMap/evolver.git && cd evolver

When to use it

•When you need AI agents that can adapt to changing environments or requirements
•When you want to build AI systems with transparent and explainable decision-making processes
•When you need to integrate AI agents with other systems or services that require auditable evolution

Quick start

1Run `npm install` to install the required dependencies
2Create a new Evolver instance by running `node index.js`
3Define your AI agent's genes, capsules, and events in the `evolver.config.js` file
4Use the `evolver.start()` method to start the evolution process
5Monitor the evolution process using the `evolver.getEvents()` method

Ready-to-paste prompt

node index.js --genes 10 --capsules 5 --events 20

Heads up: Make sure you have Node.js version 16 or higher installed, as Evolver uses modern JavaScript features that may not be compatible with older versions

Saves to your device

Topics

a2a

agent-evolution

agent-framework

agent-protocol

ai-agent

auditable-ai

autonomous-agent

cli

evomap

gep

llm-agent

mcp

memory-system

nodejs

prompt-engineering

prompt-governance

self-evolution

self-evolving

skill-library

skills

What's inside — free to inspect

No purchase needed

Read the entire source before you build — unlike paid marketplaces that hide it behind a buy button.

12

top-level files

7

folders

122.7M

repo size

GPL-3.0

license

Key files

index.js

package.json

README.ja-JP.md

README.ko-KR.md

README.md

README.zh-CN.md

File tree

.github/

assets/

conformance/

examples/

scripts/

src/

test/

.gitignore

.npmignore

CONTRIBUTING.md

index.js

LICENSE

package-lock.json

package.json

README.ja-JP.md

README.ko-KR.md

README.md

README.zh-CN.md

SKILL.md

Quick Actions

Details

Creator

EvoMap

Language

JavaScript

Category

mcp-server

Published

2/1/2026

Are you the creator of this tool? Claim your listing → and earn 85% of every sale.

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