semble
★ 4.5k
vs
mcp-dock
★ 144
semble vs mcp-dock
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-dock: MCP Dock is an all-in-one MCP Server Manager that allows you to browse, install, and manage 7500+ MCP Servers and 600+ AI Skills. It provides one-click installation to popular IDEs and clients, along with configuration management, debugging tools, and multi-client synchronization.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose mcp-dock if…Discover and install MCP servers for AI-assisted coding
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Side-by-Side Comparison
03
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-dock01MCP Store with 7500+ servers from Official Registry and Smithery
02Skills Store with 600+ AI Skills for various clients
03One-click install and auto-configuration to 12+ clients
04MCP Inspector for interactive debugging
05Unified MCP config management with history and rollback
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-dock↳Discover and install MCP servers for AI-assisted coding
↳Manage MCP configurations across multiple IDEs and clients
↳Debug and test MCP server tools interactively
05
Best For
sembleCode AssistantRAG / Knowledge Base
mcp-dockTrendingDev Tooling
FAQ
FAQ
What is the difference between semble and mcp-dock?
Both semble and mcp-dock are in the RAG / Knowledge Base category. semble has 4.5k stars, while mcp-dock has 144 stars.
Which is better, semble or mcp-dock?
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-dock if Discover and install MCP servers for AI-assisted coding.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is mcp-dock free or open source?
Yes, mcp-dock is open source on GitHub (NOASSERTION).
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