Who is SigRank MCP for?

SigRank MCP is an open-source project built for AI agent developers and operators.

What platforms does SigRank MCP run on?

SigRank MCP runs on the web, the command line, and API. It can also be self-hosted.

Is SigRank MCP still active?

Unverified. SigRank MCP has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.

What projects are similar to SigRank MCP?

Similar projects tracked by PulseGate include wavestreamer-runner, davinci-resolve-lite-mcp, and Kestrel.

Who makes SigRank MCP?

SigRank MCP is developed by SunrisesIllNeverSee.

Does SigRank MCP have an API or integrations?

Yes — SigRank MCP exposes an MCP server.

Back to the index

SigRank MCP

Name: SigRank MCP
Author: SunrisesIllNeverSee

github.comInfrastructure

SigRank MCP is a developer tool for evaluating AI operators and measuring token cascade efficiency. It provides MCP-callable yield cascade and leaderboard tools, an on-device token scanner, and a tabbed terminal dashboard for agent developers and operators.

WebCLIAPISelf-hosted

Visit github.com

Overview

8 features

SigRank MCP is a Frameworks & runtimes project. It focuses on evaluating AI operators and reducing token usage through local scanning, efficiency analysis, and agent-callable leaderboard tools. It is built as an open-source project for AI agent developers and operators. It ships for the web, the command line, and API, and it can be self-hosted.

Behind SigRank MCP is SunrisesIllNeverSee. Key capabilities include MCP tools, operator evaluation, and token scanning. It exposes integrations via an MCP server.

Summary written by a language model from the project’s public pages.

MCP tools
Operator evaluation
Token scanning
Yield cascade
Live leaderboard
Token efficiency metrics
Tabbed TUI dashboard
On-device analysis

Built with & integrations

Connectors

MCP

Runs on

BrowserCLIAPI-onlySelf-hosted

Trust & compliance

Verified signals

HTTPS

Indexing history

What PulseGate has recorded for this listing

Indexed27 Aug · 13:51 UTC
SigRank — Token Efficiency Leaderboard verified against its public source
Source: PulseGate · Open

Frequently asked questions about SigRank MCP

What is SigRank MCP?: SigRank MCP focuses on evaluating AI operators and reducing token usage through local scanning, efficiency analysis, and agent-callable leaderboard tools. It is catalogued under Frameworks & runtimes on PulseGate.
Who is SigRank MCP for?: SigRank MCP is an open-source project built for AI agent developers and operators.
What platforms does SigRank MCP run on?: SigRank MCP runs on the web, the command line, and API. It can also be self-hosted.
Is SigRank MCP still active?: Unverified. SigRank MCP has not been re-checked since it entered the index, so there is no finding either way — and only a positive finding would say otherwise.
What projects are similar to SigRank MCP?: Similar projects tracked by PulseGate include wavestreamer-runner, davinci-resolve-lite-mcp, and Kestrel.wavestreamer-runner davinci-resolve-lite-mcp Kestrel
Who makes SigRank MCP?: SigRank MCP is developed by SunrisesIllNeverSee.
Does SigRank MCP have an API or integrations?: Yes — SigRank MCP exposes an MCP server.

At a glance

Pricing: Paid · pricing page detected
Platforms: Cli · Web
Languages: English
First seen: 27 Aug 2026
Built for: AI agent developers and operators
Model: Open source
Solves: Evaluating AI operators and reducing token usage through local scanning, efficiency analysis, and agent-callable leaderboard tools.

Developer

SunrisesIllNeverSee

Index record

Identity confidence: Medium · 68
Indexed: 27 Aug 2026
Lifecycle: Alive
First seen: Aug 2026
Last seen: 27 Aug 2026

Identity audit (13)

Slug: sigrank-token-efficiency-leaderboard-github-com
Lifecycle state recorded: 27 Aug 2026
Verification state: Indexed for public listing
Listing state: Listed: yes
Index status: Included in index
Latest evidence snapshot: 27 Aug 2026
Timeline basis: Indexed-at chronology (no inferred launch/funding milestones).
Name from: Written by a language model from the project's public pages.
Category from: Assigned by a language model.
Summary from: Written by a language model from public pages.
Languages from: Detected by a language model, checked against the page's own declaration.
Last updated: 27 Aug 2026
Canonical URL: https://github.com/SunrisesIllNeverSee/sigrank-mcp

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