List of Top MCP Servers for December 27, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Web Eval Agent
Autonomously evaluates web applications by deploying a browser-driving agent directly from your code editor.
Cheat Engine Bridge
Connect AI agents directly to Cheat Engine, automating reverse engineering, pointer scanning, and memory analysis using natural language commands.
Tiller Money
Query personal financial data from Google Sheets using natural language via a local MCP server.
System Monitor
Provides comprehensive system information and management capabilities for Linux servers through MCP and HTTP REST APIs, enabling AI agents to monitor and interact with server resources.
Flask Plus
Builds Model Context Protocol (MCP) servers using Flask to expose type-safe tools, resources, and prompts with automatic JSON schema generation and streaming.
Claude Graph Memory
Empower Claude Code with a permanent, local knowledge graph for persistent memory across development sessions and projects.
ContextFS
Provides AI assistants with direct, file-first access to local document collections, offering full-text search, fuzzy matching, and hierarchical context for various document types.
Metro
Interfaces with the Washington, DC, Metro (WMATA) APIs to provide real-time transit information and planning capabilities.
Screenshot to Base64
Converts image files into base64 data URIs for seamless integration with AI vision models and MCP-compatible tools.
Repobase
Indexes and semantically searches your Git repositories with AI, offering both a terminal user interface and an MCP server for integration with AI coding assistants.