Data Science & ML MCP 服务器

DeepResearch

Performs comprehensive, multi-step research on any topic by leveraging web searches, analysis, and report generation.

Earthdata

Enables efficient dataset discovery and retrieval for Geospatial analysis from NASA Earthdata.

StockFlow

Provides real-time stock market data and options analysis for LLMs via the Model Context Protocol.

Structured Thinking

Enables LLMs to programmatically construct mind maps while enforcing metacognitive self-reflection.

FFmpeg Helper

Provides FFmpeg capabilities to AI assistants via the Model Context Protocol (MCP) for video processing tasks.

Lightdash

Enables AI assistants to interact with Lightdash data through the Model Context Protocol (MCP).

Pg

Enables AI agents to discover, connect to, query, and understand PostgreSQL databases using the Model Context Protocol.

Stk

Enables Large Language Models and other MCP clients to interact with Ansys/AGI STK for digital mission engineering.

Mcpmarket

Facilitates the management and integration of various Large Language Model (LLM) services using Model Context Protocol (MCP) servers.

WigAI

Enables AI agents to control Bitwig Studio through a Model Context Protocol (MCP) server.

Kestra Python Server

Enables AI IDEs and chat interfaces to interact with Kestra through a Python-based server and various Kestra-specific tools.

Godot

Empower Godot Engine development with AI assistance, enabling natural language programming, automated tasks, and intelligent project management.

JDB

Enables AI agents to perform deep runtime debugging of live Java applications using the Java Debug Interface (JDI).

Claude Runner

Schedules and executes Claude Code CLI tasks via cron expressions, providing a web dashboard, webhook support, and dynamic MCP server creation.

Gemini WebAPI

Access Google Gemini's capabilities, including image generation, editing, chat, and file analysis, for free using browser cookies without requiring API keys.

Architectural Snapshot

Generates compact architectural snapshots of code repositories, providing AI agents with structured context.

Qiskit Servers

Enables large language models and AI agents to interact with IBM Quantum services and Qiskit libraries for quantum computing.

Adaptive Cards

Enhances AI assistants by providing tools to generate, validate, optimize, and transform Adaptive Cards for various platforms.

Nex

Provides persistent organizational context and memory to AI agents by integrating with various business tools and creating a unified knowledge graph.

Keryx

Provides a fullstack TypeScript framework to define backend actions once for deployment across HTTP, WebSockets, CLI, background tasks, and AI agent (MCP) tools.