List of Top MCP Servers for December 20, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
AI Trader
Provides a comprehensive backtesting framework for algorithmic trading strategies, supporting multiple markets and featuring CLI tools and an integrated MCP server.
Shodh-Memory
Provides persistent, cognitive memory for AI agents and edge devices, utilizing a 3-tier memory model, Hebbian learning, and a knowledge graph.
PackageFlow
Manage `package.json` projects with an AI-driven desktop hub, consolidating scripts, Git, workflows, deploys, and security audits into one-click actions.
Adapter
Transforms any HTTP API into MCP (Model Context Protocol) tools, allowing AI assistants to directly call your configured HTTP endpoints.
Amorce
Establishes a secure and discoverable trust layer for AI agent-to-agent communication and transactions across various frameworks.
THEOS
Provides a deterministic runtime governance layer that monitors risk signals and adjusts constraints to keep AI systems operating within safe boundaries.
Doc Search
Fetches and converts official library documentation into clean, LLM-friendly Markdown using a high-performance Python server.
Batch Tracker
Tracks, monitors, and manages OpenAI batch processing jobs with an interactive dashboard and a robust API.
Sciagent
Automate the tracking, analysis, and reporting of experimental data using AI, without altering your code.
Proxy
Optimizes large language model context window usage for tool execution by aggregating multiple servers.