List of Top MCP Servers for March 24, 2026
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
JCodeMunch
Optimizes AI agent interaction with codebases by enabling structured retrieval and significantly reducing token usage through precise AST parsing.
Claude Peers
Enables multiple Claude Code instances to discover and communicate with each other instantly for collaborative AI workflows.
Claude Code Skills
Automate the full software delivery lifecycle within Claude Code, providing an Agile pipeline with multi-model AI review, project bootstrapping, and comprehensive code quality tools.
Arachne
Automatically assembles the perfect code context for AI workflows by intelligently curating relevant code snippets to fit context windows without noise.
Cortex
Automates high-frequency cryptocurrency arbitrage across multiple blockchain networks using AI-driven reasoning and advanced execution engines.
Tacit
Safeguards AI agents by enforcing capability-based access control and preventing information leakage through a type-checked Scala environment.
Shortlist
Streamline your job search and application process by automatically searching, queuing, and applying to positions directly from your AI coding environment.
Askr
Provides asynchronous Q&A capabilities for AI clients by integrating with any OpenAI-compatible API via the MCP protocol.
Rigol
Control Rigol DS1000Z series oscilloscopes over LAN, enabling natural language command-driven measurements, configuration, and data capture.
Synaptic Memory
Empowers LLM agents and multi-agent systems with brain-inspired knowledge graphs for structured memory, learning, and reasoning.