Tools for AI-assisted software builders.
Current work focuses on AI visibility, coding-agent workflows, reusable guidance, and faster product validation.
Provides software builders with deep insights into how their products are perceived by AI engines and search systems.
- AI & SEO Visibility: Tracks AI discovery, SEO/GEO signals, crawlability, and public discovery.
- Context & Strategy: Analyzes product positioning, content structure, and comparison context.
A local-first guidance layer designed specifically for autonomous coding agents.
- Centralized Context: Keeps reusable rules, skills, conventions, and preferences in one secure local bank.
- MCP Integration: Connects seamlessly to Cursor, Codex, Claude Code, and other modern developer tools.
mb-mcp (Experimental)
An early Model Context Protocol tool for local agent memory and project context.
- Foundation: Served as the initial prototype and proof-of-concept for Guidance Bank.
- Status: Remains active and available as a lightweight, standalone MCP experiment.
Morsa Dev grows from practical tools, real usage, and direct feedback. Current focus areas:
- AI visibility and discovery signals for software products.
- Reusable context, memory, and guidance layers for coding agents.
- Developer workflows and productivity tooling around AI-assisted coding.
- Faster feedback loops and product validation for technical founders.
Most of our projects are early-stage and changing fast. If you build with AI, use coding agents, or work on developer tools, your feedback is highly welcome. Feel free to open issues, start discussions, or check out the official Morsa Website.
