semble
★ 4.5k
vs
tokyo-notes
★ 28
semble vs tokyo-notes
semble: Semble is a high-performance code search library designed for AI agents, providing instant access to precise code snippets. It offers significantly faster indexing and querying compared to transformer models, achieving 99% of their retrieval quality while running entirely on CPU without external dependencies.; tokyo-notes: Tokyo Notes is a minimal GTK4 Markdown note-taking app with task management, knowledge graph, themes, and AI integration via MCP bridge.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose tokyo-notes if…Personal note-taking and journaling
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Side-by-Side Comparison
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Features
semble01Fast performance on CPU (indexes in ~250ms, queries in ~1.5ms)
02High accuracy (NDCG@10 of 0.854), comparable to transformer models
03Supports indexing local paths and remote Git repositories
04Functions as an MCP server for various AI agents
05Zero setup, no API keys, GPU, or external services required
tokyo-notes01Task Management with Dashboard views
02Archive System to keep workspace clean
03Knowledge Graph for note connections
04Export as PDF or Markdown
05Multiple themes like Tokyo Night and Cyberpunk 2077
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Use Cases
semble↳Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
↳Searching local or remote codebases for specific code snippets based on natural language or code queries
↳Finding semantically similar code sections related to a given file path and line number
tokyo-notes↳Personal note-taking and journaling
↳Task tracking with deadlines and priorities
↳AI-assisted knowledge base for local agents
05
Best For
sembleCode AssistantRAG / Knowledge Base
tokyo-notesTrendingAPI Integration
FAQ
FAQ
What is the difference between semble and tokyo-notes?
Both semble and tokyo-notes are in the RAG / Knowledge Base category. semble has 4.5k stars, while tokyo-notes has 28 stars.
Which is better, semble or tokyo-notes?
The best choice depends on your use case. Choose semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities, and tokyo-notes if Personal note-taking and journaling.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is tokyo-notes free or open source?
Yes, tokyo-notes is open source on GitHub (MIT).
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