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MCP Servers

ABAP MCP - Model Context Protocol - Server SDK

A comprehensive collection of examples demonstrating how to build AI agents that integrate with the Xero API using various agentic frameworks and the Xero MCP (Model Context Protocol) Server.

This Guidance demonstrates how to build AI-powered development workflows using Amazon Bedrock AgentCore and the Model Context Protocol (MCP).

This open-source curriculum introduces the fundamentals of Model Context Protocol (MCP) through real-world, cross-language examples in .NET, Java, TypeScript, JavaScript, Rust and Python.

A simple, locally hosted Web Search MCP server for use with Local LLMs

A custom MCP server that performs code reviews using Repomix and LLMs.

A comprehensive demonstration project featuring a realistic PostgreSQL dataset for , a fictional home improvement retail company, combined with three specialized Model Context Protocol (MCP) servers.

The first open-source project that turns the most powerful code agents, such as ANTHROPIC ClaudeCode and OpenAI Codex into Background Agents, accessible via REST API, a user interface, and MCP

The GPT-RAG MCP service deploys a Python MCP server built with FastMCP and Starlette. It is consumed by GPT-RAG through the orchestrator mcp strategy and is not tied to an AutoGen-specific runtime.

We have established this repository to serve as a comprehensive directory for resources related to the MCP, including items such as prompts, servers, and innovative ideas, all specifically tailored...

Inkdrop Model Context Protocol Server

🚀 - OpenFOAM Model Context Protocol server with AI-powered educational capabilities including Socratic questioning, context engineering, and systematic error resolution.
Agent Skills

Run /digital-marketing-pro:engagement against each brand. Same 12-Part Strategy Flow, same Four Core Documents, same 61-step structure — auditable across the entire portfolio in ~60 minutes per brand...

Research Artifact Protocol for Rigorous and Trustworthy AI Scientists

👆 showing how CLAUDE.md guides AI pair programming in Claude Code.

llmdoc is a doc-driven workflow for both Claude Code and Codex.

面向法律人的 Skills 集合。

AI Skills for Economists

A structured development workflow for AI coding agents that brings , , and (only humans should) to AI-assisted development. TRIP helps you enter flow state and eat features like buttered noodles.

Pasting raw Gemini or ChatGPT output with zero editing, or running a project with no anti-slop rules at all, is the 2026 equivalent of handing out a business card with an @aol.com email on it.

We've all been there: asking Claude to use Entity Framework, only to get EF6 patterns in a .NET 8 project. Explaining to Copilot that Blazor Server and Blazor WebAssembly aren't the same thing.

Repo-Docs: Keep up with the code your agents write. An evidence atlas for agent-built code. Vibe coding makes code move faster than memory.

A curated collection of for Claude Code and compatible AI coding assistants — (⭐️), (💎), (📣), plus skills.

- Click "Use this template" above to create your own AI agent harness. After cloning, run bash scripts/setup-template.sh to customize for your project. See TEMPLATE_SETUP.md for details.