semble
★ 4.5k
vs
mcp-screenshot-server
★ 24
semble vs mcp-screenshot-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.; mcp-screenshot-server: This MCP server provides AI assistants with screenshot capabilities, including web page capture via Puppeteer and cross-platform system screenshots using native OS tools. It features security-first design with SSRF protection, path traversal prevention, and command injection defense. Integrates directly with Claude Desktop, Cursor, and any MCP-compatible client.
01
TL;DR
Choose semble if…Enhancing AI agents (e.g., Claude Code, Cursor, Codex) with fast and accurate code search capabilities
Choose mcp-screenshot-server if…Capture web pages for documentation or monitoring
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-screenshot-server01Web page capture via Puppeteer
02Cross-platform system screenshots using native OS tools
03Security-first design (SSRF, path traversal, command injection prevention)
04Native MCP integration with Claude Desktop, Cursor, etc.
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-screenshot-server↳Capture web pages for documentation or monitoring
↳Take system screenshots for troubleshooting or reporting
↳Automate screenshot workflows within MCP-compatible AI assistants
05
Best For
sembleCode AssistantRAG / Knowledge Base
mcp-screenshot-serverTrendingBrowser AutomationVision / Multimodal
FAQ
FAQ
What is the difference between semble and mcp-screenshot-server?
Both semble and mcp-screenshot-server are in the RAG / Knowledge Base category. semble has 4.5k stars, while mcp-screenshot-server has 24 stars.
Which is better, semble or mcp-screenshot-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 mcp-screenshot-server if Capture web pages for documentation or monitoring.
Is semble free or open source?
Yes, semble is open source on GitHub (MIT).
Is mcp-screenshot-server free or open source?
Yes, mcp-screenshot-server is open source on GitHub (Apache-2.0).
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