24,681+ VERIFIED AI TOOLS NOVEMBER 2026 Sovereign Software Index

Highest-Rated AI Applications

Software products maintaining 4.8+ verified star ratings from active engineering teams.

Litmas AI

Litmas AI

Research & Search
0.00 ★

A platform to automate litigation research and motion drafting.

0 verified reviews
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Livedocs

Livedocs

Research & Search
0.00 ★

A solution to study data applying natural language notebooks

0 verified reviews
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Luminix

Luminix

Research & Search
0.00 ★

A platform to conduct multi-agent research analysis.

0 verified reviews
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marimo

marimo

Research & Search
0.00 ★

An open-source, Python-first reactive notebook for reproducible, data science with built-in SQL, interactive w...

0 verified reviews
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Maskara AI

Maskara AI

Research & Search
0.00 ★

A service to conduct live debates between AI models to deliver the best answers without complex prompts.

0 verified reviews
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Memories AI

Memories AI

Research & Search
0.00 ★

A tool that analyzes videos to make them searchable and extract insights.

0 verified reviews
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MIAPI

MIAPI

Research & Search
0.00 ★

A app to generate cited answers from instant web data.

0 verified reviews
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Miligram

Miligram

Research & Search
0.00 ★

Find verified work emails and phone numbers via Claude or ChatGPT.

0 verified reviews
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Minicod

Minicod

Research & Search
0.00 ★

One API for Semantic Scholar, OpenAlex, and PubMed data.

0 verified reviews
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Mnemosphere

Mnemosphere

Research & Search
0.00 ★

A solution to compare and analyze outputs from multiple AI models.

0 verified reviews
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Moltbook

Moltbook

Research & Search
0.00 ★

A app to simulate and study autonomous agent interactions.

0 verified reviews
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MyNewsly

MyNewsly

Research & Search
0.00 ★

AI agents monitor news and social media for market intelligence.

0 verified reviews
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NExTNet

NExTNet

Research & Search
0.00 ★

A app for scientists to uncover novel insights from biomedical data sources.

0 verified reviews
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Noah AI

Noah AI

Research & Search
0.00 ★

A service for literature reviews, data extraction, and scientific analysis to research for life science.

0 verified reviews
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Nomic Atlas

Nomic Atlas

Research & Search
0.00 ★

A app to structure unstructured text, image, and audio data for insights discovery and dataset management.

0 verified reviews
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Now I Get It!

Now I Get It!

Research & Search
0.00 ★

Converts scientific PDFs into plain-language interactive web pages.

0 verified reviews
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OmniMind

OmniMind

Research & Search
0.00 ★

A platform to create custom AI systems and process data.

0 verified reviews
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Open Paper

Open Paper

Research & Search
0.00 ★

A app to extract insights from research papers and documents.

0 verified reviews
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Orbiit

Orbiit

Research & Search
0.00 ★

A tool to track competitor changes and monitor market activity.

0 verified reviews
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Otio

Otio

Research & Search
0.00 ★

A tool for research, organizing and writing copy.

0 verified reviews
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Owlytics.ai

Owlytics.ai

Research & Search
0.00 ★

A tool to create market research reports.

0 verified reviews
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Pandada AI

Pandada AI

Research & Search
0.00 ★

A app to analyze data with questions and visualization.

0 verified reviews
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Parano.ai

Parano.ai

Research & Search
0.00 ★

A platform to monitor competitors and summarize market changes.

0 verified reviews
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Patrivox

Patrivox

Research & Search
0.00 ★

A platform to convert archives into searchable AI knowledge bases.

0 verified reviews
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