List of Top MCP Servers for December 31, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Smart Coding
Enables AI assistants to perform intelligent semantic code searches within a codebase using local AI models.
Gentleman Book
Provides AI assistants direct access to 18 chapters of software architecture knowledge from the Gentleman Programming Book via the Model Context Protocol.
MachinePal
Serves as a cloud-native gateway enabling monetization and cost optimization for AI agents and services through the x402 payment protocol.
API Auto Test Framework
Streamlines API test generation and execution using a YAML declarative approach, optimized for AI coding assistants.
Workspace
Offers a unified AI development environment providing file operations, code execution, web deployment, data processing, and image generation for comprehensive agent capabilities.
Mpesa Daraja
Scrapes Safaricom's Daraja API documentation and serves it through a Model Context Protocol (MCP) server for seamless AI assistant integration.
Vert.x
Provides a lightweight, non-blocking transport layer for integrating Model Context Protocol (MCP) servers with Vert.x applications.
Media Gen
Generate, edit, and fetch images and videos using OpenAI and Google GenAI models, with smart compression and strict Model Context Protocol (MCP) compliance.
Code Search
Optimizes AI agent interaction with Java codebases by providing high-performance, batch-oriented context understanding.
YNAB
Integrate the YNAB (You Need A Budget) API with AI assistants, enabling natural language control over personal finances.