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Rotifer Protocol
Open-source evolution framework for AI agents.
Their llms.txt
The beginning of the file, from our validated copy saved 2026-10-21T16:23:23.593Z. Cached copy · Source on rotifer.dev
# Rotifer Protocol
> Open-source evolution framework for AI agents.
Rotifer lets AI Agent capabilities evolve through natural selection — Genes compete in Arenas, the fittest survive, and Agents autonomously wield the best tools.
## Core Concepts
- **Gene**: The atomic unit of Agent capability. Modular, transferable, fitness-evaluable. Fidelity types: Wrapped, Hybrid, Native, Unknown.
- **Arena**: Same-domain Genes compete head-to-head. Ranking is purely by F(g) — no human voting.
- **F(g)**: Fitness function. F(g) = [S_r · ln(1 + C_util) · (1 + R_rob)] / [L · Resource_Cost]. Computed from objective runtime metrics.
- **V(g)**: Safety score. Genes must pass V(g) >= 0.7 to enter Arena.
- **Genome**: Compose multiple Genes into complex behaviors using Seq, Par, Cond, Try algebra.
- **L0 Kernel**: Immutable safety floor. Cannot be overridden by any higher layer.
## Architecture (URAA — 5 Layers)
- L0: Kernel — immutable trust anchor
- L1: Synthesis — WASM sandbox + IR compiler + resource metering
- L2: Calibration — three-stage gene validation (static → sandbox → controlled trial)
- L3: Competition & Exchange — Arena selection + horizontal gene transfer
- L4: Collective Immunity — network-wide threat memory
## How to Use Rotifer Genes
### Option 1: MCP Server (recommended for Agents)
Configure the Rotifer MCP Server in your Agent's MCP settings:
```json
{
"mcpServers": {
"rotifer": {
"command": "npx",
"args": ["@rotifer/mcp-server"]
}
}
}
```
Available tools: search_genes, run_gene, compare_genes
### Option 2: CLI (for creators)
```
npx -y @rotifer/playground@latest init my-agent
cd my-agent
npx -y @rotifer/playground@latest hello --template quality-advisor
```
### Option 3: WebMCP (zero-config, browser Agents)
rotifer.dev and rotifer.ai register WebMCP tools. Browser-based Agents can discover and call them automatically via navigator.modelContext.
## Links
- Documentation: https://rotifer.dev/docs
- Gene Marketplace: https://rotifer.ai
- Protocol Specification: https://github.com/rotifer-protocol/rotifer-spec
- Playground (CLI): https://github.com/rotifer-protocol/rotifer-playground
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