semble
★ 4.5k
vs
mcp-trino
★ 107
semble vs mcp-trino
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-trino: A high-performance MCP server for Trino written in Go. It enables AI assistants to execute SQL queries and discover database metadata through standardized MCP tools. Supports both STDIO and HTTP transports with optional OAuth 2.1 authentication.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose mcp-trino if…AI-powered data analysis using natural language queries
02
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-trino01Dual mode: MCP server and interactive CLI
02Execute Trino SQL queries through MCP tools
03Catalog, schema, and table discovery
04OAuth 2.1 authentication with multiple providers
05Docker container support with StreamableHTTP
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-trino↳AI-powered data analysis using natural language queries
↳Unified querying across multiple data sources via Trino
↳Interactive database exploration and schema discovery
05
Best For
sembleCode AssistantRAG / Knowledge Base
mcp-trinoTrendingAPI Integration
FAQ
FAQ
What is the difference between semble and mcp-trino?
Both semble and mcp-trino are in the RAG / Knowledge Base category. semble has 4.5k stars, while mcp-trino has 107 stars.
Which is better, semble or mcp-trino?
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-trino if AI-powered data analysis using natural language queries.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is mcp-trino free or open source?
Yes, mcp-trino is open source on GitHub (MIT).
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