Data Science & ML MCP Servers

Article Assistant

Orchestrates multiple specialized agents to draft articles and conduct web research using a custom communication protocol and an MCP-inspired architecture.

SharePoint by CData

Enables querying of live SharePoint data from Large Language Models using natural language questions.

CockroachDB

Provides a robust Model Context Protocol (MCP) server for managing model contexts, powered by FastAPI and CockroachDB.

Power BI

Enhances Power BI workflows by integrating AI agents and analytics for streamlined data visualization and business intelligence.

AI Gateway

Unifies multiple AI API providers, enabling AI assistants to intelligently select the most suitable model for tasks within a single conversation.

Local Vector Store

Provides a lightweight vector store with TF-IDF search capabilities for various document types.

Vertica

Provides local natural language processing and a REST API for Vertica database interactions.

Codebase

Indexes code repositories into PostgreSQL with pgvector for production-grade semantic code search tailored for AI coding assistants.

Ultimate

Empowers AI agents by providing unified access to a rich ecosystem of tools, cognitive systems, and specialized services through the Model Context Protocol.

Self-hosted LLM & Supabase Platform

Provides a comprehensive server for the Model Context Protocol, integrating self-hosted LLM models via Ollama with a Supabase database for robust data persistence and retrieval.

Deepgram

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

Azure DevOps

Enables AI agents to securely query Azure DevOps data like work items, projects, and ticket statistics via a custom Model Context Protocol (MCP) server.

Workforce Competitive Intelligence

Gathers and analyzes crucial human capital data including hiring trends, personnel movements, and risk factors to provide competitive insights.

Brainiall Speech AI

Provides AI-powered pronunciation assessment, speech-to-text, and text-to-speech capabilities via Brainiall Speech AI APIs.

Pixelmuse

Generates AI images from text prompts directly within the terminal, offering CLI, TUI, and server functionalities.

Stripe Analytics

Connect an AI agent to your Stripe dashboard to access revenue, customer, and subscription analytics via chat.

Cherry

Exposes local Cherry Studio knowledge bases to AI clients through the Model Context Protocol (MCP) for direct search capabilities.

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.

XCM PDF Editor

Manages PDF documents with robust editing, cryptographic digital signing, and integrates a self-improving AI agent for advanced automation.

Statisztikai Adatok

Access and query statistical and financial data from major global sources including Eurostat, KSH, DBnomics, and Yahoo Finance.