SigRank — AI Operator Benchmarking

What you can do with SigRank — AI Operator Benchmarking

SigRank — AI Operator Benchmarking is a Model Context Protocol (MCP) server published by SunrisesIllNeverSee. It ranks #6,429 of 164,500 active servers on MCP Toplist, and its repository has 7 GitHub stars. SigRank — AI Operator Benchmarking is listed on Official MCP, with 1 tracked version. It was first listed on Aug 6, 2026 and most recently updated on Aug 27, 2026.

What SigRank — AI Operator Benchmarking can and cannot do

Not verifiedMCP Toplist has not catalogued this server's tools or limitations. The repository README lists them.

What you need before using SigRank — AI Operator Benchmarking

Connect SigRank — AI Operator Benchmarking and confirm it works

claude mcp add --transport http sigrank https://signalaf.com/api/mcp

[mcp_servers.sigrank]
url = "https://signalaf.com/api/mcp"

https://signalaf.com/api/mcp

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

{
  "servers": {
    "sigrank": {
      "type": "http",
      "url": "https://signalaf.com/api/mcp"
    }
  }
}

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

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

When to choose another server

• CIVITAE — Governed AI Agent Marketplace#4,614
• SigRank SignalAF — AI Operator Cascade & Leaderboard#6,036
• tteop-mcp#26,780
• bestuser-router-mcp#34,215
• Systems Intelligence Performative Commercial Benchmarking#39,152

No task-specific alternatives are catalogued for SigRank — AI Operator Benchmarkingyet; the list above is its publisher's other servers.

What changed, and when this was checked

First listed

Aug 6, 2026

Latest version published

Aug 27, 2026

Version history

1 version tracked (below)

Requirements evidence

MCP Toplist probed the public endpoint on Oct 31, 2026 and could not complete the MCP handshake (jsonrpc error). Requirements remain unverified.

Profile checked

Not yet — purpose, capabilities and requirements above come from registry data only

Ranking data as of

Aug 27, 2026

Do you maintain SigRank — AI Operator Benchmarking? Claim it to correct or enrich this profile.

Show your rank

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