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Dev.to
Dev.to
5/10/2026
I kept losing project context, so I built a local Mac workspace with MCP, CLI, and hybrid RAG

I kept losing project context, so I built a local Mac workspace with MCP, CLI, and hybrid RAG

Short summary

Developer released DeepThink v1.0.0, a local-first macOS workspace that syncs notes, tasks, and knowledge via MCP protocol so Claude and CLI tools can query project context directly without re-uploading folders. Uses hybrid RAG combining keyword and semantic search to surface relevant excerpts instead of dumping whole directories, solving the core pain of repeatedly explaining context to AI assistants.

  • Released DeepThink v1.0.0: local-first macOS workspace for notes, tasks, knowledge
  • Integrates via MCP protocol so Claude and CLI can query project context directly
  • Hybrid RAG (keyword + semantic search) surfaces relevant excerpts instead of whole folders

Generated with AI, which can make mistakes.

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