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Model Context Protocol (MCP) AI

A Model Context Protocol (MCP) server that enables AI assistants like GitHub Copilot and Claude Desktop to read and analyze PDF files with advanced features including password support, OCR, and enhanced table extraction.

Plataforma de IA que convierte ideas en aplicaciones web completas con deploy automtico.

Advanced Context Engineering for AI Applications

Blog post and related code on leveraging LLM, Agents, MCP and OpenTelemetry to build observability copilot for RCA and incidents response

The most comprehensive GSAP MCP server ever created - Transform Claude into a surgical precision animation expert with AI-powered intent analysis, complete API coverage, and production-ready patterns.

Debug Server Logs in Under 30 Seconds with AI-powered analysis, real-time monitoring, and actionable fixes.

Comprehensive Mathematical Functions Library for AI Models (Async Native)

AI-Powered Kubernetes Operations with Enterprise Security

By deploying this MCP Remote project, you can dynamically integrate Superior API via HTTP/SSE protocols and provide it externally as an MCP tool for AI clients to call.

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to your Plex Media Server. Query your libraries, get viewing statistics, and manage your media through natural language interactions.

A Swift framework for building AI agents with support for Model Context Protocol (MCP) and Agent-to-Agent (A2A) communication.

Model Context Protocol (MCP) Dify RAG

CoexistAI is a modular, developer-friendly research assistant framework. It enables you to build, search, summarize, and automate research workflows using LLMs, web search, Reddit, YouTube, git and mapping toolsall with simple API calls or Python functions.

A curated collection of production-ready AI prompts, organised for humans and machines alike.

This tutorial guides you through creating a Python-based MCP (Model Context Protocol) server to control a ROS 2-enabled robot, like a TurtleBot, using natural language commands through an AI agent.

Production-Ready AI Context Server for Educational Data

FastMCP Ollama APIDashscope

A multi-agent system that analyzes meeting transcripts using AI-powered summarization, key point extraction, and task identification. Fully compliant with the Model Context Protocol (MCP) standard.

A Model Context Protocol (MCP) server for interacting with the Solvitor API. This server provides tools to access the AI-powered platform that helps developers extract IDL files from closed-source Solana smart contracts and decompile them.

Complete Model Context Protocol (MCP) server implementation for Ideogram v3.0 API with all endpoints - Generate, Edit, Remix, Reframe, and Replace Background.

English | | Demo | Quick Start | Docs

A lightweight Model Context Protocol (MCP) server that provides persistent knowledge graph storage for AI assistants. Enables AI agents to maintain memory across sessions through entity-relationship storage with JSON file persistence.

MCP (Model Context Protocol) server for pdf-reader

An AI programming assistant sidebar plugin for Node-RED with MCP (Model Context Protocol) support.

A FastMCP-based Model Context Protocol (MCP) server for Joplin note-taking application via its Python API joppy, enabling AI assistants to interact with your Joplin notes, notebooks, and tags through a standardized interface.

A flexible MCP (Model Context Protocol) server providing secure access to the Bugcrowd bug bounty platform API. Compatible with multiple LLM platforms including OpenAI Codex, Claude Code, and direct FastMCP integration.

MCP (Model Context Protocol) server for elevenlabs

CodeRunner is an MCP (Model Context Protocol) server that executes AI-generated code in a sandboxed environment on your Mac using Apple's native containers.

Prism MCP Server is a local Model Context Protocol (MCP) server that helps AI assistants work with the Prismatic API for code-native integration and custom component development.

A simplified, functional Node.js implementation of an MCP (Model Context Protocol) server with chat and consensus tools. Built with modern Node.js practices and official SDKs for seamless AI provider integration.

A Model Context Protocol (MCP) server providing AI assistants with access to healthcare data and medical information tools.

MCP Link is a complete framework that enables AI agents to interact with the real world through a controlled, curated, safe and verified browser- and server-based toolchain.

A Model Context Protocol (MCP) server for interacting with CodeRabbit AI reviews on GitHub pull requests. This server enables Large Language Models (LLMs) to analyze, understand, and implement CodeRabbit suggestions programmatically.

A specialized MCP server that bridges Neo4j graph database with AI agents, providing memory-focused tools for storing, recalling, and connecting information in a knowledge graph.

LLMMCPRAG AI https://github.com/StrayDragon/exp-llm-mcp-rag

This project implements a Model Context Protocol (MCP) server using Vanna AI for natural language to SQL translation and SQL execution over a financial database. It features:

A lean, high-performance Multi-Agent Cognitive Primitive (MCP) focused on structured thought capture and retrieval.

MCP (Model Context Protocol) server for openai

A Model Context Protocol (MCP) server that provides intelligent access to Good Docs Project documentation templates, enabling AI agents to discover, retrieve, and validate technical documentation using established best practices.

Professional AI Assistant for ERPNext - Transform your ERPNext experience with intelligent AI assistance through the Model Context Protocol (MCP).

Python implementation for building AI Agent with MCP (Model Context Protocol) tools and MCP server/client architecture.

This project is a Streamlit-based web application that generates personalized learning paths using the Model Context Protocol (MCP). It integrates with various services including YouTube, Google Drive, and Notion to create comprehensive learning experiences.

This is a Model Context Protocol (MCP) server for grounding LLM answers in up-to-date, evidence-based medical information.

The Ultimate AI/MCP Powered Code Analysis & Automation Toolkit for Modern Developers

Explorium AgentSource is a DXT extension for Claude Desktop that enables access to live, comprehensive company and contact data from Explorium's AgentSource platform. It is designed exclusively for use within Claude Desktop, providing seamless business intelligence, enrichment, and workflow automation capabilities.

Next-generation AI chat platform with extensive model support and powerful extensibility

A Rust-based Model Context Protocol (MCP) server providing AI assistants with access to WindRiver Studio CLI functionality, with a focus on Pipeline Management (PLM) features.

A comprehensive Model Context Protocol (MCP) system for managing AI-powered debates with enterprise-grade multi-tenant support, real-time processing, and advanced monitoring.

Local semantic code search for any codebase using Docker, Milvus, and MCP integrates with Claude Code, Gemini CLI, ChatGPT Desktop, and others.

AI-powered toolset for HR leave tracking and automation

Made a project that provides ideal path to learn any kind of skill .For example : Give prompt like "I want to learn data science basics in 10 days".It provides you path on google on drive and youtubes videos to learn. I have used pipedream mcp servers of youtube and google drive to my own IDE which uses stramlit and langchain libraries.

A Model Context Protocol (MCP) server that enables AI clients to query multiple Large Language Models (OpenAI GPT, Anthropic Claude, and Google Gemini) through a unified interface.

A Model Context Protocol (MCP) server that connects Claude Desktop and other MCP-compatible clients to the Standard Metrics API, enabling AI-powered analysis of your venture capital portfolio data.

A Model Context Protocol (MCP) server that provides AI assistants with comprehensive access to shadcn/ui v4 components, blocks, demos, and metadata. This server enables AI tools like Claude Desktop, Continue.dev, VS Code, Cursor, and other MCP-compatible clients to retrieve and work with shadcn/ui components seamlessly.

This repository provides sample code of Azure AI Foundry