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awesome-agent-evolution MCP Server

EvoMap/awesome-agent-evolution

Score: 71.5 Rank #3761 Agent Framework
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A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

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Overview

EvoMap/awesome-agent-evolution is a JavaScript tool. A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai Topics: a2a, agent-evolution, agentic-ai, ai-agent, awesome, awesome-list, llm, mcp, memory-system, multi-agent, self-evolving, self-improvement, agent-framework, agent-protocol, autonomous-agent, evomap, llm-agent, prompt-engineering, skill-library, skills.

Ranked #3761 out of 24846 indexed tools.

Ecosystem

JavaScript NOASSERTION
a2aagent-evolutionagentic-aiai-agentawesomeawesome-listllmmcpmemory-systemmulti-agentself-evolvingself-improvementagent-frameworkagent-protocolautonomous-agentevomapllm-agentprompt-engineeringskill-libraryskills

Score Breakdown

StarsFreshnessIssue HealthContributorsDependents
Stars 15% 234

234 stars → growing community

Freshness 25% 1mo ago

Last commit 1mo ago → recently updated

Issue Health 25% 49%

19/39 issues closed → many open issues

Contributors 10% 7

7 contributors → small team

Dependents 25% 0

No dependents → no downstream usage

npm Downloads N/A
PyPI Downloads N/A
Forks 45
Description Good
License NOASSERTION

Weights: Freshness 20% · Issue Health 20% · Dependents 22% · Stars 10% · Contributors 8% · How we score →

How to Improve

Description low impact

Expand your description to 150+ characters for better discoverability

License low impact

Add an MIT or Apache-2.0 license to signal trust and enable adoption

Issue Health high impact

You have 20 open vs 19 closed issues — triaging stale issues improves health

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Matched Queries

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From the README

# Awesome Agent Evolution 

> AI Agent self-evolution, memory systems, autonomous self-improvement, and the infrastructure that powers them.

## Contents

- [Taxonomy](#taxonomy)
- [Agent Evolution and Self-Improvement](#agent-evolution-and-self-improvement)
- [Memory Systems](#memory-systems)
- [Agent-to-Agent Protocols](#agent-to-agent-protocols)
- [Agent Development Platforms](#agent-development-platforms)
- [Agent Coding and Software Engineering](#agent-coding-and-software-engineering)
- [Multi-Agent Frameworks](#multi-agent-frameworks)
- [Prompt and Behaviour Optimization](#prompt-and-behaviour-optimization)
- [Agent Safety and Guardrails](#agent-safety-and-guardrails)
- [Embodied AI](#embodied-ai)
- [Key Research Papers](#key-research-papers)
- [Benchmarks and Evaluation](#benchmarks-and-evaluation)
- [Community and Knowledge](#community-and-knowledge)

## Taxonomy

```mermaid
graph LR
    Root["Agent Evolution"] --> SingleAgent["Single-Agent<br/>Optimization"]
    Root --> Infra
Read full README on GitHub →

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