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A desktop MCP client designed as a tool unitary utility integration, accelerating AI adoption through the Model Context Protocol (MCP) and enabling cross-vendor LLM API orchestration.

Model Context Protocol servers you can actually run yourself.

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.

Model Context Protocol server to use ClickHouse® databases in your AI agents

Teamwork.com MCP server

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

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

A comprehensive stdio MCP (Model Context Protocol) server for SEO APIs. This server allows LLMs (Large Language Models) to interact with DataForSEO API functions and other SEO tools.

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

A JSON-native lambda calculus runtime with metacircular evaluation, designed as an MCP (Model Context Protocol) server. Enables language models to evolve tools dynamically through metaprogramming.

A Model Context Protocol server and target-native installer for governed Spec-Driven Development (SDD) in Claude Code, Codex, and Oh My Pi (OMP).

CarryCode is a terminal-native AI coding agent that helps you write, refactor, debug, and understand code — all through natural conversation.

Welcome to the Pomerium Chat, a minimal chat application for showcasing remote Model Context Protocol servers secured with Pomerium.

Emacs Lisp implementation of the Model Context Protocol

MCP security testing framework for evaluating Model Context Protocol server vulnerabilities

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.

- Introduction - Model Context Protocol - modelcontextprotocol/typescript-sdk: The official Typescript SDK for Model Context Protocol servers and clients

This release includes AAS Core under the claim for local search, inspection, recommendation, manifest validation, planning, and diagnosis.

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.

Cesium AI Integrations is a collection of reference integrations, experiments, and patterns that connect the Cesium ecosystem with AI systems such as LLMs, retrieval pipelines, and agent workflows.

Python boilerplate for creating AI agents, MCP servers, API microservices and monolith services. All in one!

A Middy middleware for Model Context Protocol (MCP) server integration with AWS Lambda functions.

A Model Context Protocol (MCP) server that enables AI assistants to check email, process messages, and learn user preferences through interaction.