List of Top MCP Servers for April 12, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Chiasmus
Empowers language models with formal verification and advanced code analysis capabilities.
Trae Skills
Offers a comprehensive collection of industry-standard skills and production-grade tools built on the Model Context Protocol (MCP) for AI-assisted development.
Office Documents
Empower AI assistants to generate professional Office documents including presentations, spreadsheets, Word documents, emails, and XML files.
Stigix
Unify SaaS traffic generation, security tests, convergence probes, and voice/IoT/VyOS simulations within a single web UI for SD-WAN and SASE validation.
Ctxo
Empower AI agents to comprehend complex codebases by delivering dependency-aware, history-enriched context, significantly reducing token costs and improving success rates.
User Research Skill
Empowers AI agents to plan, execute, and synthesize user research, including qualitative interviews and quantitative surveys.
Sidebutton
Empower AI agents and users with browser automation, shell execution, and LLM integration through configurable YAML workflows.
LLM Wiki
Captures research, ideas, and decisions into an interlinked, autonomous knowledge base plugin for Claude Code, featuring semantic search and a Wikipedia-style web UI.
Unity VibeBridge
Enables secure, deterministic AI-assisted scene creation and editing within the Unity Editor by constraining intent execution through a guarded control kernel.
McpManager
Aggregate and expose multiple Model Context Protocol (MCP) servers through a single, self-hosted endpoint, simplifying access for AI clients.