Data Science & ML MCP Servers

DeepSeek

Provides various tools categorized for model control plane server functionality.

Greenplum by CData

Enables connecting to Greenplum data from applications like Claude Desktop using CData JDBC Drivers.

AI Customer Support Ticket Resolver

Automates customer support by classifying tickets, analyzing content, generating, and sending AI-powered responses to customer email addresses.

Snowflake Cortex Agent

Connects development environments to Snowflake Cortex APIs through a Model Context Protocol server.

Time

Equips Large Language Models (LLMs) with precise time awareness capabilities.

Learning Project

Facilitates practical learning and development for Model Context Protocol concepts, offering a structured path from basics to advanced topics.

MxHero Mail2Cloud Advanced

Provides a Model Context Protocol (MCP) server for accessing mxHERO's high-performance Mail2Cloud Advanced multi-account email search service.

Spotify

Empowers AI assistants to curate and manage Spotify playlists using 10 specialized tools for smart creation, top track analysis, and automated recommendations.

Jina

Provides a remote Model Context Protocol (MCP) server for accessing Jina AI Reader, Embeddings, and Reranker APIs alongside various web and data processing tools.

CarbonLens

Analyze multi-sector greenhouse gas emissions data with geographic granularity using natural language queries powered by EDGAR v2024 datasets and LLMs.

Nature Vision

Identifies biological species from images using the Nature Vision API, returning Latin names with confidence scores.

Elisa

Provides a Model Context Protocol server exposing the classic ELIZA chatbot for interaction with Large Language Models.

IFC Core

Provides structured access to IFC4.3 specification data, enabling search and retrieval of entity definitions, attributes, inheritance hierarchies, and PropertySets.

Investment Alternative Data

Provides hedge fund alternative data intelligence including smart money tracking, congressional alpha, and macro regime analysis.

Engram

Provides AI coding agents with persistent, searchable cross-session memory featuring a metabolic lifecycle for knowledge management.

Log Reducer

Optimizes log files for AI agents by filtering out noise and irrelevant data, enhancing context and reducing token usage.

File AI

Leverages the Gemini API to generate files and directories within a protected sandbox environment.

RAG

Enables semantic search and document retrieval by automatically indexing PDF files within agentil-agent spaces.

Z-Image

Generates high-quality images locally on Apple Silicon Macs, leveraging Z-Image-Turbo via an LM Studio LLM.

Regulatory Arbitrage Detection

Quantifies cross-jurisdictional regulatory divergence for AI agents, compliance teams, and policy analysts using 8 mathematically rigorous tools backed by 16 live data sources.