Data Science & ML MCPサーバー

MTS

Extends Claude's capabilities by providing a suite of Model Context Protocol (MCP) servers and specialized AI agents.

Excel Reader

Facilitates reading data from Microsoft Excel files via a Model Context Protocol (MCP) server.

Image Generation Worker Template

Provides a minimal Cloudflare Worker template for generating images using workers-mcp and Workers AI.

MCP4Go

Simplifies AI application development with a comprehensive Go SDK for the Model Context Protocol.

WindTools

Enables semantic code search and repository indexing for improved code understanding and retrieval.

My Agent System Prompt

Provides system prompts for AI agents used in various AI clients.

Code Review Assistant

Automates preliminary code feedback, including syntax checking, code explanation, and improvement suggestions, via a multi-agent system.

Langchain Playground

Explores and demonstrates various LLM-related tools and integrations, including LangChain.js, LangGraph, Slack, and the Model Context Protocol.

Australian Postcodes

Offers a high-performance Model Context Protocol (MCP) server for Australian postcode and suburb data, featuring intelligent fuzzy matching and AI-optimized capabilities.

DeepSearch

Enables AI models to leverage the Gemini 2.5 Flash Deepsearch model for powerful, internet-connected search capabilities.

HackerNews

Offers comprehensive access to the HackerNews Algolia API, enabling AI assistants and Model Context Protocol clients to interact with its content.

Academic

Provides AI assistants with a unified interface to access multiple academic databases for search, metadata retrieval, and comprehensive research analysis.

Power BI Claude AI

Integrates Claude AI with Power BI Desktop, enabling AI-driven querying and analysis of Power BI models.

Local Memory

Provides an AI-powered persistent memory system offering vector search, semantic analysis, and intelligent categorization for AI agents.

QGIS Tool

Automates QGIS geospatial processing by transforming natural language commands into executed workflows via an LLM-powered agent.

Lenny RAG

Provides hierarchical Retrieval-Augmented Generation (RAG) over Lenny Rachitsky podcast transcripts, enabling efficient retrieval of insights and examples.

Claude Total Memory

Provides persistent memory and self-improving capabilities for Claude Code and OpenAI Codex CLI through a Model Context Protocol (MCP) server.

Codeix

Provides fast semantic code search for AI agents, enabling them to find symbols, references, and callers across any codebase.

Aura

Uncover and make understandable Finnish open data, serving as an MCP-server for AI and an open web service for people.

OWL

Manages OWL ontologies efficiently through a high-performance Model Context Protocol (MCP) server, offering robust axiom and metadata operations.