Prior direction, kept rather than deleted. Signed, offline-verifiable receipts for AI agent actions, and a reference implementation of the OWASP Agentic Skills Top 10 AST09 receipt pattern. Nobulex is now the independent reliability registry for agent tools: github.com/arian-gogani/nobulex-registry
Python toolkit, MCP server, and agent skills for reproducible, auditable clickstream and event log analytics. Helps AI agents, data scientists and analysts build, validate, and cross-check product analytics, quantitative UX, customer journeys, graph-based user flows, behavioral segmentation, A/B tests, process mining models, Markov chain simulation
🎨 Vibe Design System - Official monday.com UI resources for application development in React.js
TUI framework and developer productivity apps in Rust 🦀
The AI Operating System for Delphi. 100% native framework with RAG 2.0, autonomous agents, MCP protocol, and universal LLM connector. Supports OpenAI, Claude, Gemini, Ollama, and more. Delphi 10.4+ (limited), full support from Delphi 12 Athens.
MCPSharp is a .NET library that helps you build Model Context Protocol (MCP) servers and clients - the standardized API protocol used by AI assistants and models.
🔬 A Researcher&Agent-Friendly Framework for Time Series Analysis. Train Any Model on Any Dataset!
Transform any Cobra CLI into an MCP server
Umbrella package for SciTeX — reproducible science from raw data to manuscript
Connect AI agents across any network — zero config, encrypted, skill-based routing
Playwright AI Agent POM MCP ServerPlaywright AI Agent using Page Object Model (POM) architecture with MCP Server integration for automated web and mobile testing
A chatbot implementation compatible with MCP (terminal / streamlit supported)
A modular Python framework implementing the Model Context Protocol (MCP). It features a standardized client-server architecture over StdIO, integrating LLMs with external tools, real-time weather data fetching, and an advanced RAG (Retrieval-Augmented Generation) system.
The agentic server framework.
A type-safe implementation of the official Model Context Protocol (MCP) schema in Rust.
A lightweight Ruby framework for building MCP servers with a Sinatra-like DSL
A type-safe solution to remote MCP communication, enabling effortless integration for centralized management of Model Context.
A framework for discovering, compiling, and validating reusable skills for scientific agents.
A Model Context Protocol (MCP) client library and debugging toolkit in Rust. This foundation provides both a production-ready SDK for building MCP integrations and the core architecture for an interactive debugger.
Solid Tumor Associative Modeling in Pathology
Absurdly easy Model Context Protocol Servers in Typescript
API Framework heavily relying on the power of DuckDB and DuckDB extensions. Ready to build performant and cost-efficient APIs on top of BigQuery or Snowflake for AI Agents and Data Apps
A generic, modular server for implementing the Model Context Protocol (MCP).
A TypeScript SDK for implementing Model Context Protocol (MCP) over MQTT, supporting both browser and Node.js environments.