List of Top MCP Servers for December 11, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Lenses
Connect Lenses, a DataOps platform for Apache Kafka, to various client applications via the Model Context Protocol.
Praetorian
Aggressively compacts and recycles context for Claude Code, saving tokens by structuring web research, task outputs, and conversations into efficient snapshots.
Finance
Empower the creation of financial deep-research agents by integrating web search, scraping, and entity extraction into composable analysis flows.
Hyperautomation
Enables dynamic security orchestration by bridging LLM clients with a middle layer of hyperautomation workflows.
Re:Earth
Enables conversational AI interaction with Re:Earth CMS to manage content, assets, and project data programmatically.
Vector Knowledge Base
Transforms documents into an intelligent, searchable knowledge base powered by semantic search and vector embeddings.
Optic
Provides a universal camera interface and vision tools for AI assistants, enabling them to capture and process images.
Daily News
Develops cloud-native news portals on AEMaaCS through accelerated archetype generation and efficient component coding in AWS Kiro IDE.
Database
Provides a production-ready Model Context Protocol interface for SQL databases, enabling AI agents to interact with MySQL, MariaDB, PostgreSQL, and SQLite.
Bridge Provider
Enables LLMs to securely call PlacetoPay APIs for robust payment and checkout processes.