semble
★ 4.5k
vs
drawio-mcp-server
★ 72
semble vs drawio-mcp-server
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.; drawio-mcp-server: Draw.io MCP Server is a standalone MCP server that generates Draw.io XML diagrams programmatically. It includes 700+ Azure icons, fuzzy search, batch operations, and supports multiple transports (stdio and HTTP). It can be run locally with Deno or deployed via Docker.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose drawio-mcp-server if…Automated diagram generation in CI/CD pipelines
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
drawio-mcp-server01700+ Azure Architecture Icons with embedded SVG data
02Fuzzy search for shapes across the entire icon library
03Batch operations for creating and updating multiple cells
04Layer management and group/container support
05Multiple transports: stdio and streamable HTTP
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
drawio-mcp-server↳Automated diagram generation in CI/CD pipelines
↳Headless diagram creation for documentation or reports
↳Integrating diagramming capabilities into AI agents and chatbots
05
Best For
sembleCode AssistantRAG / Knowledge Base
drawio-mcp-serverTrendingDev Tooling
FAQ
FAQ
What is the difference between semble and drawio-mcp-server?
Both semble and drawio-mcp-server are in the RAG / Knowledge Base category. semble has 4.5k stars, while drawio-mcp-server has 72 stars.
Which is better, semble or drawio-mcp-server?
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 drawio-mcp-server if Automated diagram generation in CI/CD pipelines.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is drawio-mcp-server free or open source?
Yes, drawio-mcp-server is open source on GitHub (MIT).
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