A lightweight toolkit that auto-generates context-driven components with type-safe bindings and plugin support, accelerating integration and reducing boilerplate.

A focused PR review assistant that summarizes changes, highlights comments and review history, and analyzes diffs for quick, actionable insights.

Lightweight bridge enabling Claude-powered prompts in Brave, prioritizing privacy-friendly context sharing and modular, developer-friendly integration.

Modular research assistant with provider-agnostic LLM wrapper, NLP pipelines, and knowledge graph integration for discoverable insights.

Lightweight bridge linking GitHub repos with context-aware orchestration for automated code collaboration.

TypeScript-based sandboxed execution environment enabling secure model-driven task execution with modular adapters.

CLI tool to manage local MCP servers with VSCode integration, enabling quick setup, configuration, and inspection of model context services

Protocol-level MCP CLI enabling dynamic tool discovery, multi-provider model support, and interactive chat for rapid MCP workflow experiments.

Local-first tooling wiring Ollama with Llama 3.2 for modular context management and rapid, offline experimentation.

Model Context Protocol (MCP) server implementation

Bridge LLMs with MCP ecosystem via a unified API, enabling multi-server tool orchestration and secure, real-world capabilities.

TypeScript-based CLI tool to configure MCP endpoints and Claude-powered dialogue, enabling streamlined setup and scriptable conversations.

Standardized approach to optimize LLM context usage with dynamic windowing, context-aware prompting, and adaptive prioritization for efficient multi-model interactions.

Auto-generates release notes from Git tag changes with customizable templates and Markdown output.

TypeScript-based note system with URI-accessible resources, a create_note tool, and a summarize_notes prompt for structured content summaries.

Lightweight MCP server connecting to a local PostgreSQL DB to manage note storage with a note:// URI, summarize-notes prompt, and add-note tool.

Python-based prototype integrating Granite with MCP via Red Hat Developer Hub for end-to-end catalog and inference.

Dice rolling utility for API integrations, supporting any-sided dice, multi-die rolls, and automatic total calculation.

A project flow management tool that automatically scans folders for active initiatives, stores metadata in SQLite, and refines ideas through Claude. It blends AI-assisted brainstorming with a Streamlit dashboard to monitor priority, size, risk, and business impact, while providing straightforward configuration and data export options.

Executes Windows CMD commands with validation and sanitized outputs, enabling Claude to automate local shell tasks securely.

Forked, lightweight shell interface enabling local prototyping, scriptable commands, and flexible context interactions for rapid workflow testing.

Advanced Quantum Pattern Processing Engine for Model Context Protocol

Weather data integration for Claude Desktop enabling real-time forecasts and context-rich weather insights.

Kotlin-based toolkit enabling client plus service roles with multi-transport support and resource-driven context sharing.