List of Top MCP Servers for December 30, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Shebe
Performs fast BM25 full-text search for code repositories, seamlessly integrating with Claude Code via MCP.
ESP32
Empower ESP32 devices to directly interact with Large Language Models using the Model Context Protocol.
Shell Execute
Execute bash commands with background job support on an MCP server.
CiNii
Facilitates searching academic papers on CiNii through a standardized MCP server interface.
AIDomesticCoreAIJ
Establishes a foundational AI kernel to serve as the execution, reasoning, orchestration, and governance core for domestic, enterprise, and sovereign AI systems.
Hyperpolymath
Explores polyglot software architecture through 307 repositories, focusing on 40+ languages, neurosymbolic AI, and formal verification.
Vibecheck
Performs high-performance static analysis to identify code smells, secrets, debug prints, and incomplete development tasks in codebases.
Obsidian
Enhances Obsidian note-taking by providing a TypeScript server for vault management, advanced search, and graph analytics.
Tkinter
Enables AI agents to launch, inspect, and interact with Tkinter GUI applications without requiring modifications to the target app.
AI Sticky Notes
Manages AI-generated sticky notes through a custom Model Context Protocol server, enabling creation, updating, listing, and deletion via natural language commands.