semble
★ 5.7k
vs
shipyard-cli
★ 12
semble vs shipyard-cli
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.; shipyard-cli: The Shipyard CLI and MCP server enable you to manage ephemeral environments from your terminal or from your AI agent.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose shipyard-cli if…you need agent capabilities
02
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
shipyard-cli—
04
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
shipyard-cli—
05
Best For
sembleCode AssistantRAG / Knowledge Base
shipyard-cli—
FAQ
FAQ
What is the difference between semble and shipyard-cli?
Both semble and shipyard-cli are in the RAG / Knowledge Base category. semble has 5.7k stars, while shipyard-cli has 12 stars.
Which is better, semble or shipyard-cli?
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 shipyard-cli if you need agent capabilities.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is shipyard-cli free or open source?
Yes, shipyard-cli is open source on GitHub (Apache-2.0).
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