Data Science & ML Servidores MCP

Infra

Provides an agentic interface for diagnosing Kubernetes cluster issues using natural language queries.

RateSpot

Provides AI assistants with real-time mortgage rates and comprehensive lending information via the RateSpot.io API.

Glider

Provides Roslyn-powered semantic C# code analysis and refactoring capabilities for AI assistants.

Resume Gap Analyzer

Analyzes resumes against job descriptions to identify skill gaps, missing keywords, and improvement opportunities using AI.

NTP Server

Provides accurate time information from Network Time Protocol (NTP) servers with timezone support and structured output for AI models.

NTP Time Sync

Synchronizes AI assistants with accurate and secure time information from Network Time Protocol servers.

Raworc

Enables AI assistants to seamlessly interact with Raworc's agent runtime platform via the Model Context Protocol.

Crew Optimizer

Provides tools and agents for solving linear and mixed-integer programming problems, translating natural language to LP JSON, and diagnosing infeasibility.

RDMS

Integrates with the RDMS bug tracking system to enable direct reading, manipulation, and AI-powered image analysis of bug information for AI assistants.

Codebase

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

Qi140 Multi

Provides a versatile server for AI-powered customer service interactions, integrating with large language models and persisting conversation logs.

AI Essay Writer

Automates essay generation by taking a query, planning the response, and executing tasks to produce a complete essay.

Particle Physics

Provides AI assistants and applications seamless access to rigorous particle physics data from the Particle Data Group (PDG).

Prometheus

Breaks large PDF documents into manageable, AI-consumable chunks while preserving visual content and respecting token limits.

Movies Database Workshop

Showcases AI-powered movie database interactions through a complete client-server architecture utilizing the Model Context Protocol.

Aave

Enables production-ready Aave V3 DeFi operations on the Base network through the Model Context Protocol.

Semantic Context

Manages AI-enhanced context with semantic intent patterns, serving as a single source of truth for observable properties and intent preservation.

Telos

Automates DeFi operations, analytics, and token management on the Telos blockchain through a production-ready Model Context Protocol (MCP) server.

Web-Scout

Performs web searches using DuckDuckGo and generates AI-powered summaries with Google's Gemini AI.

LangGraph Claude Azure AI Search

Transforms enterprise document search into natural AI conversations by integrating Azure AI Search with Claude Desktop using LangGraph workflows and RAG.