Data Science & ML MCPサーバー

Example

Demonstrates Model Context Protocol (MCP) implementation with a Go-based host orchestrating services from both Go and Python servers.

Ollama

Exposes Model Context Protocol tools for interacting with local Ollama models.

Nowledge Mem

Manages knowledge seamlessly with a local-first, graph-augmented context management solution for AI interactions and insights.

UCM

Enables AI agents to autonomously discover, purchase, and execute a wide range of external services through a single API.

Activepieces

Orchestrates AI workflows and automates tasks with a flexible, open-source platform.

DataXLR8 Enrichment

Enrich contacts and companies with comprehensive data, including person details, company intel, email verification, tech stack, and hiring signals, using a resilient waterfall provider strategy.

Guidance Lark Grammar Tools

Validates and tests Lark grammars compatible with llguidance, providing tools for iterative development with AI coding assistants.

Memory Markdown

Enables Claude to store and retrieve long-term memory using a local Markdown file, functioning as a lightweight Model Context Protocol server.

Playwright Extended

Enhances Playwright's Model Context Protocol server with automatic cookie consent dismissal, paywall bypass, and advanced visual page reading capabilities for AI agents.

SIAGA

Simulates AI-powered autonomous drone swarms for post-disaster search-and-rescue operations in challenging Indonesian environments.

Azure Storage

Provides read-only access to Azure Blob, Queue, and Table Storage services via a Model Context Protocol (MCP) server.

Climate Financial Stranded Asset

Provides AI agents with direct access to eight quantitative climate risk tools for analyzing carbon asset stranding, portfolio climate VaR, physical hazard exposure, biodiversity-financial coupling, transition contagion, and TCFD reporting.

Scispot

Integrate AI assistants like Claude with your Scispot lab workspace to manage experiments, protocols, documentation, and inventory using natural language.

Memory

Provides a high-performance knowledge graph memory server with streamable HTTP and legacy SSE transports for AI agents.

ScreenRead

Provides AI agents with instant, structured access to the macOS accessibility tree, eliminating the need for screenshots in text-based UI interactions.

Ferret

Extracts comprehensive knowledge from any codebase, detailing architecture, patterns, dependencies, and API surface using static analysis and AI.

SourceHarbor

Transforms long-form online sources like YouTube, Bilibili, RSSHub, and RSS feeds into grounded search results, knowledge cards, and MCP-ready operations.

Rishi AI

Provides authentic Vedic astrology capabilities, including chart casting, planetary transits, and compatibility readings, for AI agents via an MCP server.

FieldCure RAG

Indexes local document collections for hybrid keyword and semantic search, optimized for Korean and English content.

Job Description AI

Generate, analyze, and optimize job descriptions with robust bias checking and competitive salary suggestions.