Standardizing LLM Interaction with MCP Servers
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
Directory
Short and sweet example MCP server / client implementation for Tools, Resources and Prompts.
Home Assistant MCP Server is a Model Context Protocol (MCP) server for integrating with Home Assistant, enabling LLMs to control and query your smart home via…
A lightweight Model Context Protocol (MCP) server that enables AI to automatically send mass emails via SMTP for you.
The OpenAI Complete MCP Server is an MCP server that provides a clean interface for LLMs to use text completion capabilities through the MCP protocol. It acts…
Stop re-explaining yourself to agents. Give it the right context right when it is needed.
Persistent memory for AI agents. 72 MCP tools for remember, recall, rollback, audit,
This is an MCP (Model Context Protocol) server that enables web searches using the Perplexity AI API. It provides a single tool for integrating…
Official MiniMax Model Context Protocol (MCP) server that enables interaction with powerful Text to Speech and video/image generation APIs. This server allows…
Manage CI/CD pipelines, debug failed builds, and optimize test suites directly from your AI agents - no terminal required. The CircleCI MCP Server is a remote…
The open-source feedback pipeline for AI-native dev teams. Built for developers, designed for their clients.
An mcp server to inject raw chain of thought tokens from a reasoning model.
Client to demonstrate the test of an MCP server with OpenAI LLM
Civilizational fragility assessment for AI agents — this MCP server gives Claude, GPT-4, and any MCP-compatible agent access to cross-domain cascading collapse…
OpenAI Deep Research MCP Server enables AI assistants to conduct comprehensive, multi-step research through intelligent web search and content synthesis…
Opus Growth turns your AI assistant into a full ad operator across Google, Meta, Microsoft, TikTok and LinkedIn Ads — plus Google Analytics, Search Console…
Model Context Protocol (MCP) with Gemini 2.5 Pro. Convert conversational queries into flight searches using Gemini's function calling capabilities and MCP's…
MCP server to run MATLAB code from LLM via the Matlab Engine API.
Zero-trust, local-first FastMCP core for The Undesirables. 35+ offline AI agent tools: TCG card grading, conformal risk forecasts (Safe-Hold/Momentum grades)…
MCP-ChatBot is a containerized chatbot application that uses the Modular Capability Protocol (MCP) to enable LLM interactions with external services. It…
Generate, edit, and upscale AI video & images from any agent — VicSee as a set of MCP tools. Multi-model (Seedance, Veo, Kling, FLUX, Nano Banana), text or…
Unofficial Notion MCP server built on Notion's private API (token_v2 cookie). Full read/write access to your entire Notion workspace — no integration token and…
Control your Tuya / Smart Life smart home devices through the Model Context Protocol. Turn lights on/off, adjust brightness, set colors, monitor temperature…
Simulate and evaluate voice & text agents from your editor. Generate synthetic-user "Drivers" from your codebase, run multi-turn simulations against your…
Model Context Protocol (MCP) servers and clients