Mentalabs AI

We build intelligent and capable agents.

Our focus is building agent systems that can reason, use tools, and deliver reliable outcomes in real-world workflows. We productize this work into practical tools for developers and teams.

What we build

Agent technology that is practical, reliable, and ready for production.

Agent systems

Goal-driven agents with clear boundaries, strong tool use, and measurable outcomes.

Multi-agent orchestration

Specialized roles, structured collaboration, and safe delegation to the right capability at the right time.

Tooling and interfaces

APIs, CLI tools, and UIs that make agent capabilities easy to adopt and integrate.

Evaluation and reliability

Agent evaluation harnesses, quality gates, and iteration loops designed for dependable behavior.

Infrastructure that scales

Pragmatic architecture choices for latency, cost, observability, and production constraints.

Applied R&D

We turn research into working systems: prompt+tool design, memory strategies, and agentic workflows.

Products

We ship products that embody our core work on agents, making intelligent automation accessible to developers and teams.

Menta

AI-powered repository intelligence

Menta is a multi-agent system that helps developers understand, navigate, and contribute to any codebase. It uses specialized AI agents to analyze code structure, explain complex flows, guide feature implementation, and provide setup assistance. Whether you are onboarding to a new project or exploring unfamiliar code, Menta provides intelligent help at every step.

Multi-agent architecture
Code structure analysis
Implementation guidance
CLI, API, and Web UI
Flexible LLM support
Vector store integration

About Mentalabs AI

Mentalabs AI is a startup focused on building agent technology that is practical, reliable, and easy to use. We care about capability, evaluation, and strong engineering. Our goal is to make intelligent agents accessible and useful for real-world applications.

Interested in what we are building?

Explore our products and see how intelligent agents can help your workflow.

Explore products