Data Science & ML MCP 서버

Archive

Centralizes Model Context Protocol (MCP) servers to enhance AI capabilities.

SQLTools

Provides a unified Model Context Protocol (MCP) server for AI agents to seamlessly interact with multiple SQL databases including MySQL, PostgreSQL, MSSQL, DM8, and SQLite.

Ollama

Facilitates remote interaction with Ollama language models directly from a VS Code client.

Perplexity AI

Integrates Perplexity AI's API into an MCP server to provide advanced search capabilities with multiple model options.

Codeprysm

Transforms source code into a searchable knowledge graph for semantic search, dependency analysis, and AI assistant integration.

Rostro

Extends language models with on-the-fly multimodal generation capabilities for images, music, and videos.

Veo 3

Generates high-quality videos from text prompts or images using Google's Veo 3 and Gemini APIs, featuring realistic motion and audio.

Tavily

Enables AI agents with real-time web search, content extraction, and site mapping capabilities using the Tavily AI platform.

Godot

Enables AI assistants to interact with the Godot game engine, offering control over the editor, projects, and scenes.

DeepRef

Connects large language models with scholarly APIs to retrieve and structure citations and abstracts for trustworthy research assistance.

Simple FS

Enables filesystem operations using natural language commands processed by a local LLM.

Mission Control

Automate and validate tasks for Claude Code with a domain-agnostic system for autonomous execution and self-verification.

VistAAI

Integrates a self-hosted Ollama AI with VistA model context for querying patient information.

FS Query

Extracts code symbols like functions, classes, and structs from codebases with surgical precision for AI assistants.

Ahma

Transforms command-line and web tools into asynchronous, concurrent Model Context Protocol (MCP) AI agents, enabling faster, multi-threaded AI workflows.

Kokkai Minutes

Accesses the Japanese National Diet Library's Kokkai Minutes API through a Model Context Protocol (MCP) agent.

Splunk by CData

Enables querying live Splunk data from Large Language Models (LLMs) using natural language through a Model Context Protocol (MCP) interface.

Toon JSON Conversion

Converts between JSON and TOON data formats to optimize token usage for large language models.

Wave

Enables AI assistants to generate and control real-time audio synthesis through natural language descriptions using SuperCollider.

Salesforce Data Cloud

Enables querying live Salesforce Data Cloud data from Large Language Models (LLMs) like Claude Desktop via a Model Context Protocol (MCP) interface.