OpenAI MCP Servers

Turbo

Provides a web interface to interact with Multiple Control Protocol (MCP) servers while leveraging OpenAI's API for message processing.

Ambiance

Provides intelligent code context and analysis for modern IDEs by leveraging semantic analysis, AST parsing, and token-efficient compression for AI assistants.

LLM Tools Orchestration SDK

Orchestrates scalable LLM function and tool calls with dynamic planning, memory lifecycle hooks, and parallel execution for production AI agents.

WinForm Server

Provides a comprehensive Model Context Protocol (MCP) server application demo built with Windows Forms, integrating LLM API calls, a modern chat interface, and tool management.

Weather

Provides AI-powered answers to weather queries by integrating real-time data with natural language processing capabilities.

Prompt Cleaner

Enhances and cleans raw prompts using AI, improving clarity, actionability, and effectiveness.

Basic Tool

Provides a basic server implementation for use with the MCP CLI.

Kv Extractor

Extracts key-value pairs from arbitrary, noisy, or unstructured text using LLMs and provides type-safe output in JSON, YAML, or TOML formats.

Blabber

Converts text into spoken audio using OpenAI's Text-to-Speech API.

VLLM

Enables text models to interact with multimodal AI models through a standardized Model Context Protocol (MCP) server.

Starter

Provides a secure boilerplate for exposing AI-compatible APIs to various large language models and agents using the Model Context Protocol.

Bug Buster AI

Automates multi-layered security analysis of codebases using AI-driven insights and static analysis rules.

Code Review Tool

Lints Python and JavaScript code by providing a REST API that returns a lint report in JSON format.

Universal Protocol CLI

Interacts with a Model Context Protocol server, enabling users to send commands, query data, and manage resources.

OpenAI Chat

Manages todos and integrates with Google Calendar using natural language through OpenAI's Assistant API and Model Context Protocol (MCP).

Real-time Web Search RAG

Enhances conversational agents by combining static document knowledge with dynamic real-time web search capabilities.

Mcp Example

Performs mathematical calculations using natural language processing and OpenAI's GPT model.

Mcp Client Cli

Enables users to interact with LLMs and MCP-compatible servers from the command line.

EDA Agent

Analyzes CSV files by answering questions, plotting graphs, and applying modifications using an AI agent.

Model Orchestrator

Orchestrates multiple agent wrappers and tool servers, presenting a single OpenAI-compatible API to clients.