List of Top MCP Servers for November 8, 2025
Daily list of newly discovered awesome MCP servers. Explore the best Model Context Protocol servers ranked by GitHub stars.
Acemcp
Provides an MCP server for codebase indexing and semantic search, enabling AI models to understand and interact with project code.
Databricks Agent Tools
Connect AI agents to Databricks for enterprise data access and developer automation.
Paper Debugger
Enhance LaTeX academic papers with an AI-powered writing assistant offering intelligent suggestions and seamless Overleaf integration.
Canvas Assistant
Integrates with Canvas/Instructure to retrieve and manage course and assignment information directly within a large language model.
TMB Bus Arrivals
Provides real-time bus arrival information for TMB (Transports Metropolitans de Barcelona) bus stops via an MCP server.
PDFlow
Transform PDFs into structured data using AI-powered extraction, available via web, CLI, and AI agent integrations.
Plotnine
Enables AI assistants to generate publication-quality statistical visualizations in Python using the grammar of graphics paradigm.
Central Memory
Provides persistent knowledge graph storage for AI assistants in VS Code, leveraging Azure Functions and Table storage.
Obsidian HTTP
Provides the first HTTP-native Model Context Protocol server for Obsidian, enabling seamless integration with AI clients like Claude Code CLI by bypassing stdio transport issues.
dbt Core
Facilitates seamless interaction with dbt projects for AI assistants, enabling natural language control over data transformation workflows.