Data Science & ML MCP 서버

Web Cat

Enhances AI models with web search and content extraction capabilities through Python-based APIs.

Quickbase

Facilitates connecting large language models to live Quickbase data through a Model Context Protocol (MCP) server.

Oura Ring

Provides access to Oura Ring health and fitness data through the Oura API v2 for consumption by Model Context Protocol (MCP) clients.

Python Image Compress

Provides intelligent image compression services and comprehensive metadata analysis with high-performance batch processing for AI assistants.

Octave

Enables non-interactive execution of Octave scripts via the Model Context Protocol (MCP).

Tool4lm

Provides an all-in-one suite of tools for local and remote Large Language Models, enabling multi-engine web search, secure web page fetching and summarization, internal document reading, academic lookups, and calculations.

Dresden OpenData

Enables AI agents to automatically discover, fetch, and process open civic datasets from Dresden's OpenData Portal.

GraphQL Bridge

Integrates GraphQL APIs with the Model Context Protocol (MCP) for streamlined data exchange and AI system connectivity.

CEP Service

Retrieves Brazilian addresses using a CEP (postal code) and formats the information for language models.

Wikimedia Image Search

Enables AI assistants to search Wikimedia Commons for images, providing detailed metadata and visual thumbnail composites.

TRPG Game

Orchestrates automated, AI-driven Tabletop Role-Playing Game adventures using Large Language Models as the game master.

AgentEval

Provides a persistent Julia REPL session via STDIO, dramatically reducing 'Time to First X' overhead for AI coding assistants.

AI Tool Servers

Extends AI assistants like Claude with a diverse array of powerful tools for tasks ranging from mathematical animation rendering to data analysis and food ordering.

Echo

Provides AI agents with persistent, contextual long-term memory, bridging stateless LLMs with local SQLite persistence for automated cross-session architectural context and project preferences.

Hi

Provides a unified notification system for AI agents requiring human interaction to streamline agentic workflows.

LocalStack

Exposes LocalStack-managed AWS services as AI-agent tools, enabling LLMs and AI agents to interact with local AWS infrastructure during development and testing.

Scholar

Automates early-stage literature review and academic paper analysis by integrating PDF parsing with AI.

Youtube Summarize

Fetches YouTube video transcripts and offers optional summarization capabilities for quick content digestion.

IECC Verifier

Verifies digital credentials using Ed25519 signatures, RFC 8785 canonicalization, and AI-native verification via the IECC protocol.

GoTRON

Enables AI agents to interact with the TRON blockchain, facilitating queries for balances, tokens, blocks, and the creation of unsigned transactions.