semble
★ 6.0k
vs
mcp-remote
★ 1.6k
semble vs mcp-remote
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.; mcp-remote: Connect an MCP Client that only supports local (stdio) servers to a Remote MCP Server.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose mcp-remote if…you need mcp 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
mcp-remote—
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
mcp-remote—
05
Best For
sembleCode AssistantRAG / Knowledge Base
mcp-remote—
FAQ
FAQ
What is the difference between semble and mcp-remote?
Both semble and mcp-remote are in the RAG / Knowledge Base category. semble has 6.0k stars, while mcp-remote has 1.6k stars.
Which is better, semble or mcp-remote?
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 mcp-remote if you need mcp capabilities.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is mcp-remote free or open source?
Yes, mcp-remote is open source on GitHub (MIT).
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