Data Science & ML MCPサーバー

Sample

Exposes data, tools, and templates to large language model applications via the Model Context Protocol.

Fountain Pen Ink

Empowers Large Language Models (LLMs) with specialized knowledge about fountain pen inks, enabling intelligent search, color matching, and recommendations.

Fabric AI Agent

Provides an AI-driven, MCP-compliant interface for natural language querying and analysis of Microsoft Fabric Data Warehouses.

Insurance Campaign

Manages insurance marketing campaigns by providing AI-powered audience targeting and personalized content recommendations for Claude AI integration.

This Is Fine

Monitors wildfires and assesses risk by integrating satellite thermal anomalies, weather indices, and air quality data.

Deepgram

Transcribes long audio and video files asynchronously using Deepgram's Speech-to-Text API, overcoming common timeout limitations.

Allure Analysis

Transforms Allure test reports into LLM-friendly formats and integrates with Jira for automated issue management.

Envibe

Provides granular AI access control for environment variables, securing sensitive `.env` data for AI agents.

MyDisease

Provides access to the MyDisease.info API through a Model Context Protocol (MCP) server, offering comprehensive disease information.

MyGene

Exposes the MyGene.info API as a suite of tools for AI assistants using the Model Context Protocol.

AI Crowdfunding Platform

Orchestrates autonomous AI agents to invent, evaluate, and fund software startups in real-time.

Code Context

Enables semantic code search across codebases using AST parsing, vector embeddings, and reranking to provide precise context for large language models.

Decant

Extracts structured web content into formats like Markdown and JSON, and bridges browser tabs directly to AI agents via the Model Context Protocol.

Repo Context

Empowers AI assistants with deep, searchable access to any Git repository through real symbol extraction, dependency graphs, and architecture analysis across multiple languages.

Smart Search

Aggregates multiple web search engines with intelligent caching, cost-aware routing, and result fusion for AI agents.

Music Assistant

Integrate Music Assistant's music search, library browsing, playback control, queue management, and playlist curation with AI assistants.

RAG Personal Knowledge Base

Indexes diverse document types including PDFs, Markdown, and code, enabling Claude to perform semantic queries using local Ollama embeddings and ChromaDB.

MerchGent

Empowers AI agents to scrape, audit, and analyze e-commerce storefronts, providing comprehensive merchandising insights and facilitating expert analysis.

Monarch Money

Provides comprehensive access to Monarch Money financial data and operations for integration with AI assistants.

Memory

Provides robust long-term memory capabilities for AI agents by leveraging AWS S3 Vectors for semantic search and DynamoDB for metadata management.