Best Tools for Developers 2026
Updated: February 2026
Essential development tools, IDEs, and utilities for software engineers. Code faster and ship better software. We've curated 13 tools specifically suited for developers.
Key Takeaways
- Indexly is our #1 pick for vector databases for developers in 2026.
- We analyzed 13 vector databases for developers tools to create this ranking.
- 12 tools offer free plans, perfect for getting started.
- Average editorial score: 59/100 - high-quality category.
13 Vector Databases Tools for Developers
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ShapedQL
The real-time retrieval engine for search, feeds, and AI agents, powered by a SQL interface.
Freemium
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Manticore Search
An easy-to-use, open-source, and lightning-fast database for full-text and vector search.
Freemium
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Tigris Data
Multi-cloud object storage reimagined for high-performance data and AI workloads with Git-style workflows.
Freemium
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Forefront
Build, fine-tune, and run open-source AI models with the familiarity of leading platforms.
Freemium83/100
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Best Vector Databases for Other Use Cases
Frequently Asked Questions
What is the best vector databases tool for developers?
Based on our analysis, Indexly is the top choice for developers, with a score of /100.
Are there free vector databases tools for developers?
Yes! Indexly, ShapedQL, Manticore Search offer free plans suitable for developers.