List of Top MCP Servers for March 20, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Performance Studio
Analyzes SQL Server execution plans for performance issues and suggests optimizations, enhanced with AI-assisted review.
jDocMunch
Enables AI agents to navigate and retrieve documentation by structured sections, drastically improving token efficiency and context hygiene over brute-force file scanning.
MySearch
Unifies diverse search providers and functionalities into a single, comprehensive search stack tailored for AI assistants and agents.
Figma UI
Enables AI clients like Claude to bidirectionally interact with Figma, generating UI and extracting design data.
Embody
Facilitates natural language interaction with TouchDesigner for AI-assisted project creation, debugging, and robust version control.
Qase
Integrates AI assistants with the Qase Test Management Platform, enabling interaction with test cases, runs, defects, and other entities.
Timeweb
Automates the creation and deployment of applications within Timeweb Cloud.
Code Graph Context
Builds rich code graphs to provide deep contextual understanding of TypeScript codebases to Large Language Models.
MalikClaw
Deploys an ultra-lightweight, privacy-focused AI agent and personal assistant on low-cost edge hardware and Android devices, emphasizing Urdu-first support.
AGNO Docs
Provides AI assistants with direct, real-time access to the AGNO framework documentation.