Data Science & ML MCP Servers

Apple Notes

Enables semantic search and Retrieval Augmented Generation (RAG) over Apple Notes using AI assistants like Claude.

Thingsboard

Leverages Thingsboard data to provide context for Large Language Model (LLM) tools.

Climatiq

Integrates with the Climatiq API to enable AI assistants to calculate carbon emissions for various activities.

Git Commit Aider

Automates git commits on behalf of AI, enabling tracking of AI contributions in a codebase.

TheGraph

Empowers AI agents by providing access to indexed blockchain data from The Graph.

Memoer

Manages memories programmatically with local storage, semantic search, and OpenAI embeddings.

Stockfish

Connects AI systems to the Stockfish chess engine via the Model Context Protocol.

Audio Plugin

Transcribes audio files to text using a speech recognition API.

Plex

Provides AI assistants with comprehensive access to your Plex Media Server for natural language interaction, queries, and management.

AivisSpeech

Integrates the AivisSpeech text-to-speech engine with AI assistants and applications for natural Japanese speech synthesis.

Sunra Clients

Integrate Sunra.ai's AI model deployment and running capabilities into applications across multiple programming languages.

Hydrolix

Provides an MCP server interface, enabling large language models to interact with Hydrolix clusters for executing SQL queries and introspecting database schemas.

Nano Banana

Generates images using Google's Gemini API, integrating advanced image generation capabilities with various AI models via an MCP server.

Jupyter

Enables AI models and CLI tools to connect with and manage Jupyter Notebooks for interactive data analysis and machine learning.

Zignet

Provides intelligent code analysis, validation, and documentation for Zig, leveraging a fine-tuned LLM and the official Zig compiler.

Get Notes

Integrates the Get Notes API into an MCP server, enabling AI-powered search and raw recall of knowledge from personal knowledge bases.

Stream Deck

Automate Elgato Stream Deck configuration and control through natural language commands and AI.

PDF

Enables AI agents to efficiently extract text, search, and analyze PDF documents using intelligent caching and the Model Context Protocol.

Pipulate

Empower end-users to run powerful, AI-guided workflows as a local-first desktop application with reproducible environments.

VecGrep

Performs cursor-style semantic code search as a Claude Code plugin, significantly reducing token usage for codebase queries.