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123 tools · 10 stacks
GitHub

AI tools are all over the place. This is the full landscape — 123 tools across 12 categories, mapped and connected. Ready to narrow it down? Build your stack →

Stack Layers
What are you building and how is it defined?
How do you write and ship code?
How does your AI think and act?
Which models and infrastructure power it?
How do you build, observe, and extend it?
React Flow mini map
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These tools often paired
Langfuse
vs
Claude Code

Choose Langfuse when…

  • •You want open-source LLM observability
  • •Self-hosting your tracing stack is important
  • •You need cost tracking across models and users

Choose Claude Code when…

  • •You want an agentic terminal assistant
  • •You need Claude to run commands and tests
  • •You prefer CLI over a GUI editor
Field
Langfuse
Claude Code
Category
LLM Infrastructure
Coding Assistants
Type
OSS
SaaS
Free Tier
✓ Yes
✗ No
Plans
Cloud: $59/mo
API usage: Usage-based
Stars
⭐ 7,000
—

Langfuse

Open-source platform for tracing, evaluations, and prompt management. Self-hostable alternative to LangSmith with clean UX.

Claude Code

Terminal-first agentic coding assistant from Anthropic. Full MCP client support, codebase-aware, runs multi-step tasks autonomously.

Langfuse Website ↗GitHub ↗
Claude Code Website ↗

Shared Connections (3)

CursorLangGraphLiteLLM

Only Langfuse (24)

Claude CodeOpenHandsCrewAIAutoGenLangChainLlamaIndexDifyMastra

Only Claude Code (11)

AiderMCP SDK (TypeScript)E2BLangfuseCodeRabbitClineDevinGoose
See full comparison in Explore →