Data Science & ML MCPサーバー

Ephor Collaboration

Facilitates collaborative debates between multiple AI agents, enabling them to discuss and reach consensus on user prompts.

Server Hub

Facilitates interactions with various AI service APIs, including Hugging Face and Dify.

Ping Solana

Enables AI agents to interact with the Solana blockchain by providing on-chain tools through a standardized interface.

Browser Use

Enables AI agents to interact with and control web browsers for task automation.

Memory Bank Mongo

Manages remote memory banks for AI models and development workflows via a Model Context Protocol (MCP) server.

SQL Visualization

Transforms SQL databases into interactive dashboards using natural language queries powered by AI.

DBMCP

Enables natural language conversations with any JDBC-compatible database for querying, analysis, and visualization.

Smooth Ocean

Provides AI-powered developer support for debugging Django and MySQL applications through a multi-agent pipeline.

News

Aggregates multi-source news, applying AI for synthesis and bias removal, while using conversation-aware caching for persistent information retrieval.

Voice Generation

Converts text to speech using the Minimax AI API and automatically uploads generated audio files to Amazon S3.

AgenticAI

Develops and deploys modular AI workflows and multi-agent systems for real-world automation tasks.

Ollama Consult

Connects to Ollama models, enabling reasoning from various perspectives through an MCP server.

Google Drive for Gemini CLI

Enables Google Gemini CLI to access and read native Google Drive documents (GDocs, GSheets, GSlides) accessible via the Windows virtual drive.

Nextcloud Notes Server

Integrate Large Language Models with Nextcloud Notes to automate organization, summarization, and content manipulation.

Mc8yp

Integrates Cumulocity IoT platform data with AI agents, enabling AI-powered device management, data analysis, and operational insights.

MiniMind

Deploys the MiniMind Large Language Model as an all-in-one Docker solution, offering a web UI, an OpenAI-compatible API, and Model Context Protocol (MCP) support.

World Model

Builds a temporal knowledge graph of your codebase to prevent AI hallucinations, repeated mistakes, and regressions in Claude Code.

Microsoft Teams

Enables AI models to access and manage Microsoft Teams chats, channels, and teams, facilitating advanced collaborative exchange exploitation.

Glider

Provides Roslyn-powered semantic C# code analysis and refactoring capabilities for AI assistants.

Local Memory

Provides a lightweight, privacy-first local memory server for AI agents, offering semantic and keyword search, a knowledge graph, and persistent understanding.