List of Top MCP Servers for June 20, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Matlab
Integrate MATLAB functionality with AI applications for code execution and analysis.
Codeindex
Analyzes codebases to provide dependency graphs, blast-radius impact scores, and semantic symbol search for AI-assisted development.
Better Design
Empowers AI coding agents to generate polished product interfaces by providing comprehensive design context, tokens, and review capabilities.
DuDuClaw
Unifies multiple LLM CLIs and provides comprehensive infrastructure for building production-grade, multi-channel AI agent systems.
GPT2Agent
Integrate a full ChatGPT Plus/Pro account, including all models and features, into Claude Code, Codex, Cursor, and other Model Context Protocol (MCP) clients.
Remem
Automatically captures, distills, and injects project context across AI coding agent sessions.
GraphPilot
Provides structural memory for coding agents by indexing TypeScript/JavaScript repositories to enable efficient querying of symbols, callers, and call-edges.
Skill Search
Enhance Claude Code's skill discovery by replacing static, token-heavy listings with dynamic, semantic retrieval over full skill descriptions.
Tech Debt
Analyzes and manages technical debt in codebases across multiple programming languages via the Model Context Protocol.
Canvas-Drop
Provides a self-hostable, open-source platform for deploying and sharing small static web applications within an organization, offering instant secure URLs and zero-config backend primitives.