Early access — cascade metrics are real (derived from canonical token telemetry); the operator field is a curated seed. Learn more about the data

SigRank × Vercel

Measure the people and agents operating your AI stack.

SigRank gives Vercel-hosted AI projects a native path into operator evaluation, cascade analysis, live benchmarking, and MCP tools. Use the canonical hosted endpoint immediately or deploy a project-owned relay to Vercel in one click.

Deploy SigRank MCP on VercelView all MCP tools

Install

Point any Streamable-HTTP MCP client at the canonical SignalAF endpoint. No local install is required for the remote toolset.

Deploy

Create a Vercel-owned MCP URL backed by the canonical SigRank remote server, without copying metric logic or maintaining a fork.

Evaluate

Score cascades, benchmark operators, compare signatures, diagnose inefficiency, and expose portable SigRank Standard records to agents.

Free utility

Vercel distribution diagnostic

Public surfaces only · no account access

Check whether a public Vercel deployment exposes the basics that search engines and agents can actually discover: rendered metadata, robots, sitemap, llms.txt, MCP discovery, and real 404 behavior.

Enter an HTTPS *.vercel.app URL. The scanner checks the public acquisition and agent-discovery surface only.

Canonical endpoint

Use SigRank over Streamable HTTP

{
  "mcpServers": {
    "sigrank": {
      "url": "https://signalaf.com/api/mcp"
    }
  }
}

The endpoint is https://signalaf.com/api/mcp. It keeps the remote tool surface and cascade implementation canonical instead of recreating them per integration.

Vercel Agent Tools

Marketplace-ready MCP surface

SigRank already exposes a remote MCP server suitable for Vercel's Agent Tools model. The integration surface uses that canonical endpoint so Marketplace installation can expose the same tools without a second implementation.

  • • Streamable HTTP at /api/mcp
  • • machine-readable discovery at /.well-known/mcp.json
  • • public developer documentation at /mcp
  • • canonical Standard records and operator-evaluation tools

Why this exists

Vercel measures the application. SigRank measures the operating layer.

Runtime logs, traces, tokens, and application telemetry tell you what the software did. SigRank adds a complementary evaluation layer for how human operators and AI workflows compound, reuse context, produce output, and move against a field benchmark.