Data Science & ML MCPサーバー

Code Knowledge

Manages and queries knowledge about codebases using vector embeddings.

Substack

Enables Claude AI to download and parse Substack posts directly within conversations.

BioRxiv

Enables AI assistants to search and access biology preprints from bioRxiv through a Model Context Protocol (MCP) interface.

Retrieval-Augmented Thinking

Enhances AI model reasoning by implementing structured, retrieval-augmented thinking processes.

Music Analysis

Analyzes music audio from local files, YouTube links, or audio URLs using librosa, Whisper, and LLMs.

Perplexity

Enables LLM agents to access Perplexity's search-augmented AI capabilities via the Model Context Protocol.

Luma API

Generates images and videos using Luma AI's Photon and Ray models via an API.

Code Context Provider

Provides code context and analysis for AI assistants, extracting directory structure and code symbols.

Chess

Enables playing chess against an AI opponent powered by a language model.

Yahoo Finance

Enables interaction with Yahoo Finance data, providing pricing and company information.

Nobitex

Provides access to cryptocurrency market data from the Nobitex API.

Trading212

Enables seamless data connectivity to the Trading212 trading platform, facilitating advanced interaction capabilities via the public beta API.

VibeCoding

Automates web search and report generation using a LangGraph-based multi-agent system.

Parliament

Provides an MCP server to access UK parliamentary data and enhance research with semantic search capabilities.

Knowledgebase

Provides a standardized connection layer between artificial intelligence systems and diverse biomedical resources.

CSV Editor

Empowers AI assistants with advanced CSV data manipulation, analysis, and validation capabilities.

Code Mode

Enables AI agents to generate and execute Python code in a sandboxed environment, seamlessly integrating with external Model Context Protocol tools.

IoT Edge

Unifies MQTT sensors, Modbus devices, and industrial equipment into a single AI-orchestrable API, enabling real-time monitoring and control for Industrial IoT, SCADA, and PLC systems.

FFmpeg

Process video and audio files by converting, compressing, trimming, and extracting media with FFmpeg through natural language commands.

Channel Memory

Preserves Discord and Telegram channel conversations locally to automatically inject relevant memory into Claude Code AI sessions.