Compare AI tools

	Galileo AI B	GitNexus A	Claude Code S	DeepSeek S
Tagline	Prompt to UI design. Figma-ready outputs.	An open-source, MCP-native knowledge graph engine that gives AI coding agents (Cursor, Claude Code, Windsurf) genuine structural awareness of your codebase before they touch a single line.	Anthropic's CLI agent. Opus-powered, operates on your repo directly.	Chinese open-weight powerhouse. Crazy cheap, genuinely smart.
Category	Design	Coding	Coding	Chatbots
Pricing	Free trial + paid plans	Free (MIT open source)	Part of Claude Pro/Max/Team plans	Free web + ultra-cheap API (~$0.14/M input tokens)
Best for	Designers brainstorming first drafts.	Developers working in large or unfamiliar codebases who want their AI coding agent to stop making confident, structurally blind edits — especially Claude Code power users.	Developers who want an agent, not autocomplete. Large refactors, tests, docs.	Developers + cost-conscious builders. Anyone fine with self-hosting.
Strengths	Prompt-to-UI with real layouts Exports to Figma Faster than hand-designing from scratch	Pre-computes a full dependency graph (functions, imports, class inheritance, execution flows) via Tree-sitter ASTs — agents query structure, they don't guess at it Zero-server, privacy-first: CLI runs entirely locally with no network calls; browser UI processes code client-side and never uploads it Deepest Claude Code integration on the market: MCP tools + agent skills + PreToolUse/PostToolUse hooks that auto-enrich searches and auto-reindex after commits One global MCP server handles multiple indexed repos — set up once with npx gitnexus setup and forget it detect_impact and generate_map MCP prompts give pre-commit blast-radius analysis and auto-generated Mermaid architecture docs	Runs locally, edits your actual files Strong on large codebases with 1M context Great at multi-step tasks	Open weights you can self-host Strong reasoning + math Near-free API pricing DeepSeek-V3 / R1 are serious models
Weaknesses	Output needs designer polish Pricing unclear / changes often	Browser-side RAG has hard ceilings: WASM heap limits constrain embedding model quality compared to server-side tools; monorepos or repos >50k files hit practical walls Community-built and not officially maintained — velocity and long-term support depend on contributor goodwill Claude Code gets the full integration experience; other editors (Windsurf, Cursor) get progressively less — value is uneven depending on your editor	Terminal-based — learning curve Can't be used without Claude subscription	Data goes to servers in China — privacy concerns for business use Chinese policy filters English polish trails Western models
Kai's verdict	B-tier. Useful for first drafts. v0 is the better bet for shipping code.	GitNexus solves a real and underappreciated problem: AI coding agents are syntactically fluent but architecturally blind, and plugging a pre-computed knowledge graph into the MCP layer is the right fix. 28k GitHub stars in days suggests the pain is widely felt — just go in knowing it's a community project, not a polished product. (Verdict pending Phi's full review.)	S-tier if you live in the terminal. Different shape than Cursor — complementary, not replacement.	S-tier for price/performance. A-tier for consumer use. If you build apps, this is the budget pick.
Link	Open →	Open →	Open →	Open →