Agent-based RAG chatbot enabling multi-format document QA via MCP with vector retrieval, UI, and detailed logging.

Open, standardized context sharing and tool integration for LLM-enabled apps, enabling safe, composable AI workflows across data sources and tools.

A unified Google Apps Script solution combines two AI integration flows into one, enabling seamless cross-client collaboration and shared utilities for streamlined workflows.

Comprehensive Tavus toolset enabling AI video generation, replica management, conversational AI, lipsync, and speech synthesis with full API v2 coverage.

Unified Motion automation with rate limiting, persistence, and TypeScript safety for AI assistants.

A production-ready bridge enabling AI-assisted content management for Ghost with secure access, bulk operations, and real-time synchronization.

Spring Boot bridge enabling Zerodha Kite trading via a standardized interface, offering orders, margins, P&L, and session-based authentication for AI assistants.

Comprehensive testing framework for MCP (Model Context Protocol) servers with automated test generation, integration testing, and cross-server compatibility validation

Push notification bridge using Pushover with MCP for Claude, featuring backoff, TS support, and environment-based config.

Ruby gem delivering unified access to multiple LLM providers with session persistence and tool integration.

Lightweight UMKM CRM for managing customers, products, stock, and WhatsApp promotions via SQLite.

Edge-tts MCP server delivering voice listing and speech synthesis via Edge TTS with audio and subtitle outputs.

Provides instant WordPress documentation, VIP guides, and function references directly in Claude conversations for faster development.

Lightweight Go-based prompt storage and templating with filesystem backend and JSON-RPC transport.

A robust testing framework for MCP servers with enhanced error handling, performance metrics, and comprehensive tool validation.

Production-ready template with Clerk authentication, edge computing, durable session state, secure OAuth, TypeScript safety, and ready-to-use example tools.

TypeScript-based backend delivering Melodies API with fast, typed integration and simple npm installation for developers.

Gradio-powered transcription tool leveraging Groq Whisper to convert audio and video into text with URL and file support.

Bridges Node-RED with language models via a context-enabled interface for modular, automated AI workflows.

Raycast extension to rapidly add model context commands to Claude Code setups, with duplicate checks, smart parsing, last command recall, and one-click loading.

Sports-focused context provider offering large-scale QASports QA access through a standardized protocol for rapid, domain-specific LLM guidance.

Comprehensive math computation engine with 34+ tools and a powerful expression evaluator for complex calculations.

Streaming integration for fal.ai models with discovery, schema access, queued and real-time generation, CDN uploads, and HTTP transport for scalable workflows.

Go-based tour with client integrations, UX explorer, and SDK experiments illustrating protocol structure and orchestration patterns.