List of Top MCP Servers for January 25, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Drift
Detects codebase patterns and conventions to provide AI agents with deep context for code generation and analysis.
ExStruct
Transforms Excel workbooks into structured JSON, YAML, or TOON formats for seamless integration into LLM and RAG pipelines.
Chattende Fahrplan
Integrates Swiss railway timetable data with large language models via an MCP-compatible server.
Unicon
Discover and copy exactly the icons you need from a vast collection, offering flexibility without bloat.
Perplexity Web
Integrates Perplexity AI's search, research, and reasoning capabilities into various development environments without requiring an API key.
Cyntrisec CLI
Performs comprehensive read-only analysis of AWS infrastructure to identify attack paths, discover cost-saving security fixes, and detect unused capabilities.
Zotero Dev
Empower AI assistants with comprehensive tools for Zotero plugin development, including UI inspection, JavaScript execution, and debugging.
LLM9P
Exposes Large Language Models as a 9P filesystem, enabling interaction through standard file operations.
Camoufox
Serves as an MCP server for robust browser automation enhanced with anti-detection technology.
Ffl
Empowers AI models to securely share local files, folders, and text content as end-to-end encrypted, peer-to-peer HTTPS links.