List of Top MCP Servers for November 5, 2026

Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.

#1jdubois

BootUI

Embed a local developer console and runtime diagnostic MCP server directly into Spring Boot and Quarkus applications.

Developer Tools
332
#2amos689

Paper Preflight

Verify academic citations and paper references against authoritative scholarly databases without relying on LLM guesses.

Developer Tools
172
#3jeonjw85

Kenfold

Store, synchronize, and share persistent context across multiple AI agents over MCP using PostgreSQL and pgvector.

Database Management
72
#4geer1895

rfauto

Automate RF and microwave design through multi-engine electromagnetic simulations, closed-form synthesis, and deterministic quality-gated optimization.

Developer Tools
42
#5marvtub

Takes

Create and edit talking-head videos with an automated voice-tracking teleprompter, synchronized screen recording, and AI agent editing via MCP.

Productivity & Workflow
38
#6yuanzhixiang

OpenPhoto

Edit, transform, and manipulate layered PSD and raster images using a Photoshop-compatible editor with an integrated Model Context Protocol server.

Developer Tools
18
#7VolksRat71

After Effects Vision

Drive live Adobe After Effects and Illustrator sessions with agent-driven editing and visual pixel feedback for iterative design refinement.

Developer Tools
#8ai-calypse

Avatar Studio

Generate personalized animated robot avatars with custom accessories, fluid shapes, and multi-format exports for profiles, apps, and AI agents.

Developer Tools
11
#9jepto

Jepto

Connect marketing and analytics data from Google Ads, GA4, Meta Ads, and other platforms directly to AI assistants for unified reporting and campaign management.

Productivity & Workflow
#10UpstageAI

Korean Tax Law

Retrieve Korean tax statutes, National Tax Service rulings, court precedents, and tax treaties as in force on any date to support AI-assisted tax legal research.

Productivity & Workflow