aegis-integrity vs Winston AI

Free, local-first academic integrity checker and MCP server: citation hallucination detection, AI-text and plagiarism signals, venue guideline checks (IEEE, ACM, Elsevier). Documents never leave your machine.

Integrates with Winston AI's detection APIs to analyze text for AI-generated content with sentence-level scoring, detect AI-generated images through metadata analysis, scan text for plagiarism against billions of web pages, and compare texts for similarity with detailed matching breakdowns.

MCP Servers

Web Apps

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