List of Top MCP Servers for February 26, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Roam Code
Provides an architectural intelligence layer for AI coding agents, offering structural graph analysis, architecture governance, and multi-agent orchestration.
SharedContext
Provides AI coding assistants with sovereign, encrypted, and portable persistent memory across multiple clients and sessions.
Nest OpenAPI
Enhances NestJS applications with a modern, modular suite of utilities for OpenAPI-driven development.
CortexAST
Empowers AI agents to seamlessly parse complex codebases, execute secure cross-project operations, and dynamically fetch token-optimized rules through a powerful Model Context Protocol (MCP) server and Omni-AST engine.
Leeroopedia
Equip AI coding agents with expert-level ML and AI knowledge for enhanced development and problem-solving.
LedgerMind
Manages an autonomous, self-healing knowledge core for AI agents, continuously monitoring, resolving conflicts, and distilling experience into structured rules.
iMessage
Securely explore your iMessage history with AI, offering features like conversation analytics, search, and personal messaging insights.
Splatter
Generates and views 3D models using 3D Gaussian Splatting technology.
Brainstorm
Orchestrates multi-round AI debates among various language models to generate diverse viewpoints and synthesized outputs.
Srclight
Indexes code deeply to provide AI agents with precise, structured lookups, drastically reducing orientation time and enhancing code understanding.