List of Top MCP Servers for April 27, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Bernstein
Orchestrates over 30 CLI AI coding agents to deterministically build software, run tests, and merge working code.
Dataverse Skills
Equips AI coding agents with capabilities to build, query, deploy, and administer Microsoft Dataverse environments using natural language.
Vault for LLM
Provides a local-first, hierarchical knowledge base for LLM agents to enable persistent, searchable memory.
Zenii
Provides a unified, local AI backend for scripts, tools, and agents, offering shared AI memory, provider routing, and tool execution.
Agent Mako
Provides a local-first codebase intelligence engine for AI coding tools, offering structured context packets, code/schema facts, and diagnostics.
NESTstack
Provides a modular infrastructure stack for AI companions, enabling persistent memory, emotional continuity, and autonomous awareness.
Loctree
Scans project code once to provide instant structural insights and static analysis, empowering AI agents and developers to query codebase dependencies and issues efficiently.
Palmier
Bridges AI agents running on your machine with your phone for remote task dispatch, action approval, and phone capability access.
Federal Contracting
Streamline access to federal contracting data and policy insights with eight pre-packaged Model Context Protocol servers.
Semble
Provides fast and accurate code search capabilities tailored for AI agents, retrieving relevant code snippets instantly.