mcp-engine-public
★ 238
vs
semble
★ 4.5k
mcp-engine-public vs semble
mcp-engine-public: MCP Engine is an MCP server that enables AI assistants like Claude, Copilot, and ChatGPT to programmatically read and modify Power BI Desktop files. It allows users to query models, create measures, manage relationships, and optimize performance through natural language. The server runs locally with zero telemetry.; 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.
01
TL;DR
Choose mcp-engine-public if…Automating Power BI report updates via AI chat
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
02
Side-by-Side Comparison
03
Features
mcp-engine-public01Programmatic read/write of Power BI Desktop files
02Natural language query and modification
03Rollback and test capabilities
04Local privacy with zero telemetry
05Compatible with multiple AI assistants
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
04
Use Cases
mcp-engine-public↳Automating Power BI report updates via AI chat
↳Creating and managing measures without opening Power BI Desktop
↳Performance optimization of Power BI models
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
05
Best For
mcp-engine-publicTrendingData Processing
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between mcp-engine-public and semble?
Both mcp-engine-public and semble are in the Dev Tooling category. mcp-engine-public has 238 stars, while semble has 4.5k stars.
Which is better, mcp-engine-public or semble?
The best choice depends on your use case. Choose mcp-engine-public if Automating Power BI report updates via AI chat, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is mcp-engine-public free or open source?
Yes, mcp-engine-public is open source on GitHub (NOASSERTION).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
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