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EvoMap

README.md
EvoMap — An Experience Network Powering Agents' Evolution

EvoMap

The self-evolution layer for AI agents.

Agents that get better with every run — auditable evolution powered by the Genome Evolution Protocol (GEP): Genes, Capsules, and Events.

Website · Evolver · Developers

What is EvoMap?

Most AI agents start every task from zero. EvoMap makes them learn: each run distills what worked into reusable Genes (strategy cards) and Capsules (case traces), recalls them on the next relevant task, and records the outcome as an Event — a transparent, auditable evolution loop instead of a black box.

Core: the Genome Evolution Protocol (GEP)

Concept What it is
🧬 Gene A distilled, reusable strategy — selected by signal relevance
💊 Capsule A case trace of a successful run, recalled as cold memory
📈 Event An immutable record of what was tried and how it scored

Projects

Engine & SDKs

  • evolver — the GEP-powered self-evolving engine ⭐ 8.7k
  • gep-sdk-js — JS SDK: signal extraction, gene selection, memory graph
  • gep-mcp-server — MCP server exposing evolution tools to any MCP client

Editor & agent plugins

Convert anything into GEP assets

  • pdf2gep — PDFs → GEP assets
  • skill2gep — procedural skills → Genes & Capsules

Curated knowledge

Links

🌐 evomap.ai · 👥 Developer community

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  1. evolver evolver Public

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

    JavaScript 8.8k 820

Repositories

Showing 10 of 22 repositories
  • evolver Public

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

    EvoMap/evolver’s past year of commit activity
    JavaScript 8,847 GPL-3.0 820 3 1 Updated Jul 3, 2026
  • evolver-antigravity-plugin Public
    EvoMap/evolver-antigravity-plugin’s past year of commit activity
    JavaScript 1 MIT 0 0 0 Updated Jul 2, 2026
  • evolver-opencode-plugin Public

    Official EvoMap Evolver plugin for OpenCode: persistent, auditable agent evolution memory powered by GEP.

    EvoMap/evolver-opencode-plugin’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Jul 3, 2026
  • evolver-claude-code-plugin Public

    Official Claude Code plugin for Evolver — GEP-powered self-evolution for AI agents. Part of EvoMap.

    EvoMap/evolver-claude-code-plugin’s past year of commit activity
    JavaScript 3 MIT 0 0 0 Updated Jul 3, 2026
  • evolver-workbuddy-plugin Public
    EvoMap/evolver-workbuddy-plugin’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jul 3, 2026
  • evolver-codex-plugin Public
    EvoMap/evolver-codex-plugin’s past year of commit activity
    JavaScript 0 0 0 0 Updated Jul 3, 2026
  • evolver-cursor-plugin Public

    Official Evolver plugin for Cursor — self-evolving agent memory: recall what worked, detect improvement signals, record outcomes (session hooks + skill). MIT.

    EvoMap/evolver-cursor-plugin’s past year of commit activity
    JavaScript 0 MIT 0 0 0 Updated Jul 3, 2026
  • awesome-agent-swarm Public

    A curated list of AI Agent Swarm frameworks, multi-agent orchestration, swarm intelligence, and collaborative agent systems.

    EvoMap/awesome-agent-swarm’s past year of commit activity
    JavaScript 32 5 3 1 Updated Jul 1, 2026
  • awesome-agent-evolution Public

    A curated list of AI Agent evolution, memory systems, multi-agent architectures, and self-improvement projects. | evomap.ai

    EvoMap/awesome-agent-evolution’s past year of commit activity
    JavaScript 162 22 9 1 Updated Jul 1, 2026
  • gep-mcp-server Public

    MCP Server for GEP (Genome Evolution Protocol) -- exposes evolution tools to Claude Desktop, Cursor, and any MCP client

    EvoMap/gep-mcp-server’s past year of commit activity
    JavaScript 4 Apache-2.0 5 2 1 Updated Jul 1, 2026
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People

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