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MCP servers tagged generative-ai
523 live MCP servers tagged "generative-ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with generative-ai.
Enhancelearningai Model Context Protocol
Articles and resources on standards and patterns for secure communication between AI systems and external tools.
GenAI Boilerplate
Awesome Boilerplate for RAG | MCP | GraphRag
Agent Prototype
A frontend prototype demonstrating the Model Context Protocol (MCP). Visualizes an autonomous ReAct reasoning loop and enterprise architecture using a strict Bauhaus design system.
Modelbound Cursor Extension
Cursor & VS Code extension — sync rules, skills, and system prompts with ModelBound. MCP bridge, version control, and Skill Development Pipeline.
Sapti AI
Build an evolving AI companion with personal memory, Hive Mind learning, and production-grade chat intelligence
Get Your Bot
Get an AI chatbot in few clicks for your website.
Google Cloud Genai Academy Apac Cohort 3
A security-first engineering portfolio from Google Cloud Gen AI Academy APAC Cohort 3, exploring how AI agents are grounded, connected to data and tools, deployed on Cloud Run, an…
Magneto
Magneto is a non-LLM adversarial citation gate whose job is to prevent hallucinations by fact-checking an agent in real-time. Currently for Kiro. EXPERIMENTAL.
Weather MCP RAG Assistant
MCP-based AI weather assistant using OpenWeather API, RAG, ChromaDB, LangChain, and Groq LLM.
AI Code Review Agent System
A production-ready, multi-agent code review system that leverages LangGraph and LLMs to automatically analyze code for bugs, security vulnerabilities, performance issues, and code…
Accura
Accura is a multi-agent AI platform designed to generate, evaluate, and refine AI responses until they meet a defined quality threshold. It uses a combination of generator and eva…
Ace Step Deck
🎛️ AceDeck — desktop app & GUI for ACE-Step 1.5 AI music generation on Windows: one-click install, generation queue & batch songs, cover/repaint, engine control, stability test, C…
LLM Based Generative AI
[Course - Fall 2025] LLM-based Generative AI
Learn Intentsolutions
Jeremy Longshore's personal study notes on AWS, Claude, Amazon Bedrock, and enterprise AI — plus the canonical reference link directory worth bookmarking. Live at learn.intentsolu…
AWS Agentic Stack Starter
Companion repo for Golden Jacket Field Notes Week 2: Reference implementations of Strands, AgentCore, MCP, and A2A.
CrisisAssistAI
A trustworthy multi-agent AI emergency response companion powered by Planner → Worker → Evaluator architecture with memory, MCP tools, explainable AI, and verified resources.
Enterprise AI Scenario Map Skill
Generate AI scenario map reports for any company with research, use case discovery, priority ranking, and rollout plans
Guardrail Chain
Composable input/output guardrail pipeline for agent systems. Chain PII redaction, prompt injection detection, topic boundaries, and output filters with short-circuit logic and la…
Sample Agentic Tax Calculator
Multi-agent AI starter kit for deterministic tax computation using Amazon Bedrock AgentCore, LangGraph, and MCP
Claude Image Tools
Operations hub for image-generation MCPs and Skills (openai-image / claude-mermaid / excalidraw / Anthropic Skills) — Windows
Genai Illustration Pipeline
Agent-orchestrated system that takes an illustrated book from manuscript to print-ready artwork. Claude Code + MCP orchestration, routed image models, enforced style/character con…
Harvey Design System MCP
Unofficial Harvey design-system atlas and reusable MCP blueprint for brand-governed UI, imagery, motion, and video.
VoyaGen AI
Multi-agent AI travel planner with a human-in-the-loop approval step. LangGraph orchestrates specialist agents (flights, hotels, weather, budget, itinerary) over Model Context Pro…
VSCodeMCP
VS Code extension with Ace Data Cloud MCP servers for music, image, video, search, and developer workflows.
Fal.ai Butler
Claude Code plugin that turns your own project into an ad-video campaign: it reads the codebase, interviews you briefly, then generates a fal.ai-ready workflow.json with chained s…
Genai Workflow Runner
TOMLで多段のAI業務ワークフローを定義・実行する汎用ランナー（非公式・完全オリジナル・Apache-2.0）。ガバメントAI 源内 OSS の genai-web プロトコル準拠AIアプリとして接続可能
GenAI AgenticAI MCP Tutorials
Working notebooks on generative AI, agent orchestration and MCP. Learning material, not a product.
Auditor Transparencia Rag
Auditor de Transparência Autônomo utilizando IA Agêntica e RAG para análise inteligente de dados públicos (Portal da Transparência).
Campus Claws
Policy-gated data excavation for AI agents on Amazon Bedrock AgentCore. Cedar + Bedrock Guardrails enforce cost limits, PII protection, and read-only access across Athena, OpenSea…
Hiapi Happyhorse 1 0 Video Skill
HiAPI HappyHorse 1.0 text-to-video skill — for Claude Code, Codex, OpenClaw, and Cursor agents. OpenAI-compatible API.
Claude Code Pipeline Skills
Production Claude Code skills for AI media pipelines: generate, verify, regen loops, and pipeline diagnostics. Built while directing a feature-length AI-generated film.
Bright Data Agentic Assignment
Bright Data AI Engineer assignment: an evidence-first agent turning live TikTok and web signals into ranked trends and production-ready video concepts.
Cleo Daily
An open-source engine for LLM-authored print magazines: read hundreds of sources via MCP, keep a tenth, render a print-ready 20-page landscape PDF.
ShodhRAG
Build a local-first AI assistant using retrieval-augmented generation, agents, and tool calling, powered by Rust for secure and fast performance.
GraphNews
📰 Automate news research and curation with GraphNews, a multi-agent system that ensures high-quality, factual content through self-correction.
Claude AI Learning
Learning Claude AI with Anthropic & AWS Bedrock
Hec Ovi
Profile front page: Senior Applied AI Engineer, agentic engineering. Multi-agent systems, MCP and agent tooling, RAG/CAG accuracy, generative AI (video, image, audio, 3D), local i…
Vipermesh Blender
Open-source persistent MCP server and deterministic Blender addon for AI agents, scene automation, inspection, and 3D workflows.
MultiMeet Notes Generator
MultiMeet Notes is an AI-powered application that turns multilingual meeting recordings into clear notes.
Sample Code Qa On Agentcore
Helps game designers, QA, operations, and support verify rules, calculations, event configurations, and player-reported behavior in Feishu/Lark. It answers in plain language from…
AI Experience Hub
A production-ready Python Flask platform for exploring multimodal AI capabilities through streaming chat, computer vision, image generation, intelligent agents, and extensible int…
Elastic Genai Secops
Open, AI-assisted SecOps platform on the Basic-licensed Elastic Stack: SIEM, detection rules, alert correlation, PII masking, LLM triage with human review, and a read-only MCP ser…
Recraft AI
Recraft — independent third-party profile of a public API surface, by API Evangelist. Recraft is a London-based AI design platform — founded in 2023 by Anna Veronika Dorogush (cre…
Imagecli
多 provider 图像/视频生成统一 CLI (Rust): 13 providers, 图像+视频, 批量/预算护栏/多provider故障转移/MCP server
Imaginarium RS
Local-first, multi-node xAI Imagine (image+video) gateway — CLI · MCP · LAN-token HTTP API · embedded Vue UI · optional Slint app.
Server
MCP Server using TypeScript and JavaScript made with official MCP docs handling US Weather data having context for two tools - showing weather forecast and weather alerts for US b…
Notify MCP
MCP Server for Team Communication and Notification
Weather MCP Server
A lightweight and modular Weather MCP (Model Context Protocol) Server built in Python. Designed to fetch, process, and serve real-time weather data using APIs like OpenWeatherMap…
Alchemylake Databricks
Governed, provenance-sealed creative rendering for Databricks — a Streamlit App + Unity Catalog ai_render() function that turns any governed source (Sample Lakehouse, UC, Genie, o…
Alchemylake Databricks
Governed, provenance-sealed creative rendering for Databricks — a Streamlit App + Unity Catalog ai_render() function that turns any governed source (Sample Lakehouse, UC, Genie, o…