mcp-server
★ 98
vs
semble
★ 4.5k
mcp-server vs semble
mcp-server: A Model Context Protocol (MCP) server for the SAP Cloud Application Programming Model (CAP). It enables AI models to perform agentic coding by searching CDS model definitions and CAP documentation. The server runs locally and integrates with MCP-compatible clients.; 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-server if…AI-powered development of CAP applications
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-server01Fuzzy search over CDS model definitions (entities, services, fields)
02Semantic search over CAP documentation using local embeddings
03MCP protocol integration for AI-assisted development
04Local execution with no external API calls
05Supports agentic coding workflows
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-server↳AI-powered development of CAP applications
↳Answering questions about CDS services, entities, and relationships
↳Retrieving relevant CAP documentation during coding
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-serverTrendingAPI Integration
sembleCode AssistantRAG / Knowledge Base
FAQ
FAQ
What is the difference between mcp-server and semble?
Both mcp-server and semble are in the Dev Tooling category. mcp-server has 98 stars, while semble has 4.5k stars.
Which is better, mcp-server or semble?
The best choice depends on your use case. Choose mcp-server if AI-powered development of CAP applications, and semble if Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities.
Is mcp-server free or open source?
Yes, mcp-server is open source on GitHub (Apache-2.0).
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
→