@rotifer/mcp-server
Self-evolving AI Agent framework — search, compare, and install Genes ranked by Arena fitness via MCP
README
@rotifer/mcp-server
MCP (Model Context Protocol) server for the Rotifer Protocol Gene ecosystem. Lets AI agents search, inspect, compare, and rank Genes directly from any MCP-compatible IDE.
Quick Start
Cursor
Add to .cursor/mcp.json:
{
"mcpServers": {
"rotifer": {
"command": "npx",
"args": ["-y", "@rotifer/mcp-server"]
}
}
}
Claude Desktop
Add to claude_desktop_config.json:
{
"mcpServers": {
"rotifer": {
"command": "npx",
"args": ["-y", "@rotifer/mcp-server"]
}
}
}
Windsurf / Other MCP Clients
Use the same npx command — any client that supports MCP stdio transport will work.
Tools
| Tool | Description |
|---|---|
search_genes |
Search the Gene ecosystem by name, domain, or description |
get_gene_detail |
Get detailed info about a specific Gene (phenotype, fitness, metadata) |
get_arena_rankings |
Get Arena rankings for a domain, sorted by F(g) fitness score |
compare_genes |
Side-by-side fitness comparison of 2–5 Genes |
get_gene_stats |
Download statistics for a Gene (total, 7d, 30d, 90d) |
get_leaderboard |
Developer reputation leaderboard |
get_developer_profile |
Developer public profile and reputation data |
list_local_genes |
Scan local workspace for installed Genes |
Resources
MCP Resources let AI clients reference Rotifer data as context:
| URI Template | Description |
|---|---|
rotifer://genes/{gene_id}/stats |
Gene download statistics |
rotifer://genes/{gene_id} |
Gene detail + phenotype |
rotifer://developers/{username} |
Developer profile + reputation |
rotifer://leaderboard |
Top developers by reputation score |
rotifer://local/genes |
Local Gene inventory |
Examples
Search for web search genes:
"Search for genes in the search.web domain"
Find the best gene for a task:
"Show me Arena rankings for code.format"
Compare two genes:
"Compare these two genes: [id-1] vs [id-2]"
Check download trends:
"Show me download stats for this gene"
Explore local workspace:
"What genes are installed locally?"
Configuration
Zero-config by default — connects to the public Rotifer Cloud API.
To use a custom endpoint, create ~/.rotifer/cloud.json:
{
"endpoint": "https://your-supabase-instance.supabase.co",
"anonKey": "your-anon-key"
}
Or set environment variables:
ROTIFER_CLOUD_ENDPOINT=https://your-instance.supabase.co
ROTIFER_CLOUD_ANON_KEY=your-anon-key
Requirements
- Node.js >= 20
Links
License
Apache-2.0
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