Lightweight starting point connecting LLMs to real-world tools via an open protocol, with a minimal client and example agents.

A Dockerized collection enabling orchestration, automation, and local resource access through a unified protocol

An out-of-the-box n8n workflow client enabling secure context exchanges through configurable placeholders and sanitized templates.

Unified test hub enabling Postman asset processing, MCP compatibility, and local API testing with live results.

Production-ready GitHub Issues MCP with robust authentication, modular design, and zero-config npx usability.

Explores Claude's Model Context Protocol capabilities with hands-on testing, automation workflows, GitHub API integration, and practical pattern documentation.

Extensible GitHub automation agent orchestrating contextual requests for PRs, issues, and workflows via pluggable adapters.

Tool for transferring Model Context Protocol (MCP) server configurations between Windows systems

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

Python SDK atop FastMCP that unifies memory, semantic search, and graph-context across MongoDB, Pinecone, and Neo4j.

Secure, context-aware GitHub MCP agent enabling standardized interactions with repos, issues, PRs, and content management.

Lightweight TypeScript implementation of a Model Context Protocol with stdio transport and a greetings tool for quick prototyping.

A lightweight, Python-based integration enabling Docker daemon management from VS Code via stdio and a configurable docker.sock hookup.

Python-based context provider delivering Jira data to LLMs with structured access and seamless Jira integration.

Lightweight modular toolkit to control Docker, automate GitHub tasks, and boost Claude Desktop workflows with browser automation and Brave Search.

Research and documentation about Model Context Protocol (MCP) debugging tools

Secure, standardized GitHub automation enabling AI assistants to manage repos, issues, PRs, and files with fine-grained permissions and extensible tooling.

A scalable Model Context Protocol implementation for n8n that coordinates contexts across automations, enabling secure, reusable prompts and multi-tenant governance.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot

Seamlessly pairs Model Context Protocol with Copilot to deliver richer, context-driven code suggestions.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Exercise: Integrate Model Context Protocol with GitHub Copilot