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

Demonstrates multi-commit protocol basics with structured tests and Python-based workflow.

Todoist-based context bridge enabling structured task data exchange and bidirectional updates across tools to streamline productivity workflows.

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.

A TypeScript Node.js client example demonstrating tutorial-driven data exchange with model context and typed handling in a lightweight starter.

Lightweight MCP bridge that connects GitHub repositories to the Model Context Protocol for context-aware AI workflows.

Model Context Protocol-based Jina integration enabling Claude to access Jina capabilities through tool invocation.

Lightweight TypeScript-based MCP server for executing and orchestrating model context commands with extensible plugins.

CLI tool to manage MCP servers locally with VSCode integration for streamlined configuration and multi-server workflows.

Integrates LINE messaging with Claude Desktop, enabling group messaging, profile access, and message history within a seamless workflow.

Protocol-level MCP client enabling command-driven queries, dynamic discovery, and multi-provider model support with concise defaults.

Experimental MCP tooling enabling local model context management with Ollama and Llama 3.2.

Lightweight MCP server scaffold designed for Claude deployments with context management and tool integration.

Bridge LLMs with diverse MCP tools via standardized interfaces and orchestration, enabling secure multi-server tool usage and real-world capabilities.

TypeScript-based command-line tool enabling protocol-based conversations using Claude, with configurable endpoints and easy setup.

A bridge between Model Context Protocol (MCP) and Modbus enabling MCP-driven devices to communicate over Modbus networks.

A standardized framework for scalable context management with dynamic window optimization and cross-model interoperability.

Automates release note generation by diffing tag changes, with customizable templates, Markdown output, and structured categorization.

Lightweight JavaScript toolkit enabling automated testing and static type checks for contextual models, with minimal runtime and extensible plugins.

Next-gen documentation quality analyzer leveraging neural README evaluation, SVG header scanning, multilingual checks, and AI-powered improvement suggestions.

Concise, feature-rich notes-focused workflow showcasing resource URIs, creation tooling, and structured summaries for seamless LLM integration.

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.