Go-powered, plugin-driven MCP with financial and housing data, real-time WebSocket communication, REST access, Copilot-ready, and Docker support.

CLI-driven integration harness leveraging Summer of Making's unofficial API for fast project search, cloning, and content retrieval.

Model Context Protocol (MCP) server implementations and integrations - organized by server types

Python MCP exposing Airtable operations through a gateway to enable LLM-driven data orchestration and record management.

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

Reusable, TypeScript-based template with MongoDB, Typesense, prompts, and tool framework for rapid, production-ready context systems.

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

Generates GUID values on demand (v4/v7) with .NET tooling and straightforward, IDE-friendly configuration.

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.

A read-only PostgreSQL tool enabling safe SQL queries plus table lists and schemas for client integration.

Minimal, secure file editing with line-based reads and robust protections for Claude Code.

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

A repository demonstrating the Model Context Protocol (MCP) for AI agent interactions

Lightweight, real-time streaming interface with voice cloning capabilities, accessible via a simple JSON manifest for easy client integration.

MCP-powered analysis of SOTA univariate anomaly models for constant target trends, offering automated literature benchmarking and docs.

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

SQLite-driven MCP server delivering multi-connection, prepared SQL operations for Claude AI.

Code QA MCP server emphasizing AST-based chunking, RAG with ChromaDB, and automated repo analysis to deliver precise, code-aware answers.

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.

A unified Model Context Protocol Server for all of SF Transit