🤖 Model Context Protocol

mrr.ai MCP Server

Give Claude Desktop, Cursor, and your agent fleets native access to SaaS benchmark intelligence. Diagnose stages, compare portfolios, and get growth levers without leaving your AI tool.

Claude Desktop ✓Cursor ✓Agent fleets ✓Any MCP client ✓

Available Tools

Tool	Description	Free Tier
diagnose_stage	Input MRR + growth + vertical → stage cell, percentile, predicted months to next band	1/day
get_benchmark	Input cell_id → full benchmark profile (growth percentiles, timeline, data sources)	5/day
get_levers	Input cell_id + percentile → top 3 acceleration levers with median lift data	5/day
compare_to_portfolio	Input MRR → anonymized rank vs ai.ventures 17-site portfolio	1/day

Pro tier ($49/mo, launching soon): unlimited calls + API key auth. See pricing →

Claude Desktop Installation

Add to your claude_desktop_config.json:

Mac: ~/Library/Application Support/Claude/claude_desktop_config.json
Windows: %APPDATA%\Claude\claude_desktop_config.json

Option A — Run from workspace (dev)

{
  "mcpServers": {
    "mrr-ai-benchmarks": {
      "command": "node",
      "args": ["/path/to/workspace/scripts/mcp-server/index.js"],
      "env": {
        "POSTGRES_URL": "your_neon_postgres_url_here"
      }
    }
  }
}

Option B — npx (when published)

{
  "mcpServers": {
    "mrr-ai-benchmarks": {
      "command": "npx",
      "args": ["-y", "mrr-ai-mcp-server"],
      "env": {}
    }
  }
}

Option C — With Pro API key

{
  "mcpServers": {
    "mrr-ai-benchmarks": {
      "command": "node",
      "args": ["/path/to/workspace/scripts/mcp-server/index.js"],
      "env": {
        "POSTGRES_URL": "your_neon_postgres_url_here",
        "MRR_AI_API_KEY": "mak_your_api_key_here"
      }
    }
  }
}

Cursor Installation

Add to .cursor/mcp.json in your project root:

{
  "mcpServers": {
    "mrr-ai-benchmarks": {
      "command": "node",
      "args": ["scripts/mcp-server/index.js"]
    }
  }
}

Example Queries

“Diagnose the stage of a B2B SaaS company doing $5,000/month MRR with 8% MoM growth, solo founder, 18 months in.”

“What are the top levers for a b2b_saas-$$-normal-solo-early company in the 30th percentile?”

“How long does it typically take a B2B SaaS company in the $$ band with normal growth to reach $$$?”

“Compare my $3,000/month MRR to the ai.ventures portfolio.”

Supported Verticals

b2b_saas

B2B SaaS

B2B software subscriptions

b2c_consumer

B2C Consumer

Consumer apps/subscriptions

ecommerce

E-commerce

DTC / physical goods subscriptions

smb_services

SMB Services

Gym, dental, professional services

agency

Agency

Consulting, dev shops, marketing

Privacy

• Free tier never sees absolute MRR of other companies
• Portfolio comparison returns anonymized band distribution only
• No domain names are exposed via the MCP server
• Input MRR is used only to compute stage — not stored with identity

View plans for unlimited MCP access →