Data Science & ML MCP Servers

Fluent

Build Model Context Protocol (MCP) servers with embedded LLM reasoning capabilities.

Monday.com by CData

Enables querying live monday.com data from Large Language Models through a Model Context Protocol (MCP) interface.

SAP Ariba Source

Connects to SAP Ariba Source data, making it accessible to Large Language Models (LLMs) through the Model Context Protocol (MCP) using CData JDBC Drivers.

TaxJar

Enables Large Language Models to query live TaxJar data by exposing it as relational SQL models through an MCP interface.

Chat

Enables interactive command-line chat with AI models via the Anthropic API.

Example

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

Skincare

Provides AI-based skin analysis and personalized recommendations by processing a selfie image URL.

Hacker News

Enables AI agents to perform hybrid searches over Hacker News stories, combining keyword and semantic embedding techniques.

Podcast Index

Search millions of podcasts, discover episodes, and retrieve comprehensive structured metadata from the Podcast Index API for AI assistants.

GitHub

Provides structured access to GitHub repository data, exposing it as reliable, AI-callable tools for agents.

ReNoUn

Provides structural observability for AI conversations and financial markets, detecting loops, stuck states, breakthroughs, and convergence patterns across 17 channels without analyzing content.

BayesInference

Bridges the BayesInference package with AI assistants to provide direct access to Bayesian modeling tools and extensive documentation.

Memory Markdown

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

Postgres

Exposes PostgreSQL databases to AI assistants through a fixed set of structured operations and tools.

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.

ScreenRead

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

Bimp

Enables large language models to interact with BIMP ERP data for reading, creating, updating entities, and analyzing business data.

SourceHarbor

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