Unified Doppler MCP server with optional AI intelligence; secure secret lifecycle and environment promotion.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Model Context Protocol-compliant WooCommerce server using the official SDK, stdio transport, robust validation, and Claude Desktop compatibility.

A model context protocol server for LNbits

Experimental Pantsbuild plugin exposing a Model Context Protocol interface for LLMs with per-goal tooling.

Brings essential MLB stats into lightweight REST endpoints with an MCP wrapper for seamless LLM access, focused on quick integration and developer-friendly docs.

model context protocol sample

Programmatic control of DevPod workspaces: create, start, stop, SSH access, and multi-transport sessions for AI-assisted development.

A lightweight CalDAV integration enabling bidirectional calendar sync via Model Context Protocol with extensible backends.

Structured task creation, real-time status updates, smart search, dashboards, and prompts integrated with Claude Desktop.

Work-in-progress OCaml documentation bridge exposing package docs via REST and JSON-RPC from OCaml.org.

Rust-based agent framework with composable workflows, lifecycle management, LLM integration, telemetry, and multi-terminal interfaces.

OpenAPI-based MCP server in .NET with typed endpoints, pluggable storage, and validation.

A TypeScript framework with automatic discovery of tools, prompts, and resources, TS-first tooling, and flexible SSE/stdio transports.

FastAPI-based example showcasing Google Tasks and Calendar integration plus a lightweight calculator, offering context-aware tooling with OAuth2-secured endpoints.

Modular browser automation MCP enabling Claude Desktop control, data extraction, form filling, and multi-tab sessions with robust cookie and screenshot support.

Exercise: Integrate Model Context Protocol with GitHub Copilot

Model Context Protocol server for GitHub integration

Decentralized backend enabling on-chain registration, discovery, and audited interactions of AI capabilities with plugin-driven execution and NRN monetization.

Secure, modular tool access for LLMs with cross-language SDKs and safe, configurable data integrations.

Secure, auditable architecture enabling traceable LLM interactions with tools and CSV data analysis.

Modular Python platform for ingesting datasets, generating schema descriptions, translating prompts to SQL, and visualizing results using LLMs and vector stores.

End-to-end travel planning assistant that auto-coordinates calendar events, flight bookings, and lodging via integrated services.

Cross-modal, constitutional AI platform delivering real-time learning with zero-config API intelligence for enterprise-scale reasoning.