List of Top MCP Servers for November 9, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Playwright
Empowers AI assistants with real-time browser visibility for generating robust Playwright tests and automation scripts.
ShellKeeper
Equips AI assistants with stateful terminal sessions and file transfer capabilities for robust remote server management.
CortexGraph
Provides AI assistants with a human-like temporal memory system, featuring natural forgetting curves and reinforcement.
IFC IDS
Enable AI agents to deterministically create, validate, and manage buildingSMART Information Delivery Specification (IDS) files with 100% compliance.
OpenFoodTox
Provides natural language access to EFSA's comprehensive OpenFoodTox Chemical Hazards in food dataset.
Claude Writer's Aid
Offers intelligent analysis, quality checks, and writing assistance for markdown manuscripts within Claude Code.
Vulcan File Ops
Empowers desktop AI assistants with comprehensive filesystem capabilities, including reading, writing, editing, and managing files.
Codebase Index
Enables Claude Desktop to perform AI-powered semantic search and understanding of your codebase using Google's Gemini embeddings and Qdrant Cloud vector storage.
Atlassian
Empowers AI assistants to manage Atlassian Confluence and Jira Cloud workspaces with 51 specialized tools.
Code Mode
Executes TypeScript code in a secure sandbox environment, enabling calls to other MCP servers through an IPC bridge.