AI-powered semantic and keyword hybrid search across Documenters data with real-time sync and rich city-level context.

Delivers three specialized web search tools for timely results, developer depth, and intelligent debugging guidance.

Public API integration example combining weather and tourism data through a Java/Spring workflow with simple JSON-based configuration.

Enables AI agents to search Spotify catalog via tracks, artists, and track details.

Docker-first integration enabling gas-free AI interactions with Stability via robust tooling and SDK.

AI-powered browser automation with Playwright, real-time interaction, and Azure DevOps integration for streamlined, session-based end-to-end testing.

Real-time monitoring with battery health, alerts, and maintenance insights for EG4 solar systems.

Genesys Cloud toolkit offering queue search, conversation insights, sentiment, topics, transcripts, and desktop extension support with NPX deployment.

Unified integration for Epic Games Launcher and Steam, offering status checks, installed games lists, URI launches, and multi-library support for seamless control.

Fetches YouTube transcripts in multiple languages with easy integration for AI assistants.

Connects n8n automation with external clients, enabling discovery, activation, execution, and real-time monitoring.

A Redis-focused integration layer offering rich Redis commands, TLS support, and ready health endpoints for seamless data operations.

Unified Bitcoin data fabric delivering blockchain, network, address, and market insights through a modular, extensible API.

AI-driven analysis of company news with sentiment, topics, and trend visualizations delivering actionable insights for decision-makers.

Real-time weather data access across multiple locations through a standardized interface.

Starter collection demonstrating context transfer, memory management, and prompt coherence using the Model Context Protocol.

Context-driven automation with filesystem-backed actions, reusable templates, and practical examples to streamline agent interactions and data workflows.

Apollo.io data integration enabling enrichment, search, and job postings access via secure API for AI-assisted workflows.

Repositorio para aprender y experimentar con Model Context Protocol (MCP)

State Litigation Authority API with Model Context Protocol integration

Python-based MCP server toolkit for OpenSearch focused on stdio-driven context exchange and lightweight extensibility.

Secure, standardized GitHub access enabling real-time repo ops and AI-driven automation across issues, PRs, and code search.

Lightweight Python prototype showcasing CLI-driven tooling with uv, including a numeric adder and a customizable greeting feature.

Model-context driven data exchange for Atlas with strong validation, dynamic resolution, and extensibility through adapters and hooks.