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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

120 marketing skills as an AI marketing staff — plugin, portable skills, or an 8-bot team across 7 disciplines (narrative, SEO/GEO, social, email, paid, influencer, launch) on one contract, with 8...

Cursor plugin specification and official plugins

A practical Claude Code guide with clear mental models and copy-paste examples — setup, prompt engineering, slash commands, skills, hooks, subagents, agent teams, and MCP servers.

Provider-neutral Agent Skill for Codex, Claude Code, and agentic harness design.

Open-Source Multi-Agent AI Assistant — Not Just Chat, an AI Team That Gets Things Done

-- Only 1.6% of Claude Code's codebase is AI decision logic. The other 98.4% is deterministic infrastructure -- permission gates, context management, tool routing, and recovery logic.

Planby is a React based component for a quick implementation of Epg, schedules, live streaming, music events, timelines and many more ideas.

Review pull requests for bugs, risky changes, missing tests, and release notes.

Build tested agent skills and govern their lifecycle through a user-defined marketplace: evidence, discovery, updates, rollback, quarantine, and 17-platform distribution.

10 design principles for building agent-ergonomic apps.

Nothing is more valuable than time and money. In a world of AI agents, that's speed and token spend. A well-designed CLI is muscle memory for an agent: no hunting through docs, no wrong turns, no...

A collection of agent-optimized React Native skills for AI coding assistants.