Data Science & ML MCP Servers

Rag Integration

Connects a Retrieval-Augmented Generation (RAG) application to Open-WebUI via the Model Context Protocol (MCP).

Nlp2sql

Converts natural language queries into optimized SQL, offering enterprise-grade support for large databases and multiple AI providers.

Unified Docs Hub

Creates a massive, searchable knowledge base for AI assistants from curated and auto-discovered repositories.

Chatvolt

Wraps the Chatvolt API to manage agents, datastores, and CRM workflows via a Model Context Protocol server.

Client LLM

Enables large language models to access any API type and provides a local application example.

BigQuery Analysis

Executes SQL queries against Google BigQuery, providing query validation and safe execution features.

Weaviate

Connects a Weaviate vector database to an MCP (Multi-Channel Platform) server.

LDAP by CData

Enables querying of live LDAP data from large language models via a read-only Model Context Protocol (MCP) server.

Aucterra

Enables LLM agents to interact with Aucterra's document classification and extraction services.

Matter AI

Integrates advanced code review, implementation planning, and pull request generation directly into IDEs for AI agents.

FaceTron

Provides a high-performance face embedding server utilizing ONNX Runtime for scalable face recognition applications.

Mobile Next

Enables scalable mobile automation and development for AI agents and LLMs across iOS and Android devices.

Crawl4AI RAG

Provides advanced web crawling and Retrieval-Augmented Generation (RAG) capabilities for AI agents and coding assistants.

Sefaria Jewish Library

Provides access to Jewish texts from the Sefaria library for Large Language Models via the Model Context Protocol.

AgenticAI

Facilitates experimentation with LangChain, LLM-powered agents, and autonomous AI workflows through practical implementations and prototypes.

Hex

Enables interaction with Hex projects through an MCP server.

TAK Server

Integrates TAK Server with AI systems to provide geospatial-aware deep research and analysis capabilities.

Izmir Ulasim

Enables AI assistants to query Izmir's public transportation data and analytics via a Model Context Protocol (MCP) server.

Cortellis

Enables access to the Cortellis drug database for searching drugs, exploring ontology terms, and retrieving detailed information.

Simple FS

Enables filesystem operations using natural language commands processed by a local LLM.