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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.

523
live servers
40
avg trust
27K
most stars
301

Prompt To Asset

Generate icons, favicons, logos, and platform assets from text prompts using free inference providers via the CLI or AI coding assistants.

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302

CopilotKit Generative UI MCP Framework

A plug-and-play framework for building AI-powered generative user interfaces using CopilotKit, MCP Apps and OpenRouter. MCP server tools return interactive HTML components that re…

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303

Flama Examples

A set of curated examples showcasing Flama's capabilities

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304

Imaginate MCP

MCP server for generating and editing images with OpenAI GPT Image and Google Gemini, with local file output for iterative image workflows.

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305

Google Labs Claude

Claude Code plugin and MCP server that connects Google Labs creative tools to Claude: Veo video generation, Stitch UI design, and Pomelli brand content — all three generating agai…

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306

Unofficial Gmi Cloud CLI

Your terminal is now a film studio. Unofficial CLI + MCP server for GMI Studio's 300+ models — uploads, formats, polling, downloads, and cost pre-flight handled.

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307

Personal Notes Server

A beginner-friendly MCP server for managing personal notes with AI, Node.js, and PostgreSQL. Supports creating, reading, searching, listing, and deleting notes through MCP tools.

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308

Octopus Energy Copilot

Tools and AI for working with data from Octopus Energy.

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309

Genai Agents Handbook

Production-ready templates and concepts for AI Engineering. Featuring advanced RAG pipelines, multi-agent workflows, prompt optimization, and MCP server integrations for extending…

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310

Strands MCP Q Index Perplexity

Strands Agents using MCP Tools powered by Amazon Q Business Cross App index and Perplexity Ask

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311

Ntealan Apis MCP Server

A modular, extensible Model Context Protocol (MCP) server for NTeALan REST APIs dictionaries and contributions. This project provides a unified interface for managing dictionary d…

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312

Fastmtcp Gemini Csv

Example Sales Data Analysis with Python, FastMCP, and Gemini

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313

Conversational AI

Conversational AI

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314

Dotika Info

MCP server integrated with Cloude and SerpAPI

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315

Appgraph

Express your application as a graph of well-specified & controlled behaviors, inputs, outputs, and side effects. An AI of your choice converts the graph into working code, manages…

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316

Context Snapshot

A CLI tool to generate a complete snapshot of your project, including the directory tree and all file contents, into a single file for AI context.

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317

Myvideogift MCP

MCP server for My Video Gift — create & deliver personalized video gifts (photos + an original song) from any agent.

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318

Ab Variant Agent

A LangGraph-powered agent that generates A/B copy variants for marketing campaigns (email, SMS, landing pages) using distinct persuasion angles. Features structured LLM outputs, v…

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319

Storecraft Studio

MCP server + CLI that turns JSON configs into high-res design assets (banners, social posts, marketplace screenshots) for AI agents

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320

Phottly CLI

AI selfie & photo generator CLI — realistic AI photos of yourself from one face photo, same identity every shot. 9:16 for TikTok, Reels and Shorts. Terminal or MCP agent.

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321

Codex AI Game Studio

Codex AI game studio: 85 skills, 163 curated tools, Unity/Godot/Unreal/Blender workflows, img2threejs, reversible automation, and visual QA.

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322

X Forge Factory

Self-hosted operator console for Magnific / Freepik AI. REST + MCP, 48 image models, 52 video models, credit-safe job engine

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323

Higgsfield Skills

Model-aware Claude Agent Skills for AI image & video generation on Higgsfield — 15 creative skills with opt-in MCP generation. Reworked from beshuaxian/higgsfield-seedance2-jineng.

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324

Directions2Music

A SpeedGeeking project for the Esri European Dev & Tech Summit 2025 in Frankfurt 😎 This is not quite a live demo (because usage requires paid accounts), but you can skip through a…

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325

Gencurator MCP

MCP server for real-time AI model rankings across text, image, video, audio, and music modalities. Aggregates Artificial Analysis, Hugging Face, OpenRouter, and BenchLM.

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326

Claude Higgsfield Skill

Turn any idea into film-grade character sheets, storyboards, shots, thumbnails and AI video prompts, with Higgsfield.

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327

Apigee

Apigee — independent third-party profile of a public API surface, by API Evangelist. Apigee is Google Cloud's native API management platform for building, managing, and securing A…

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328

Blender AI Agent

Local-first AI-to-3D pipeline: LLM planning, validated Blender generation behind an MCP tool boundary, read-only vision review, semantic motion, and GLB/MP4 export with a FastAPI…

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329

Awesome Agentic AI

Curated Agentic AI resources: AI agent frameworks, tutorials, courses, projects, MCP tools, research papers, evaluation, security, and production guides.

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330

Secure Agent Augmentation

a scalable, secure framework for AI agents to interact with external systems, perform complex multi-agent workflows, and manage asynchronous operations.

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331

A2A Agent Orchestration System

A distributed multi-agent system that orchestrates complex tasks across specialized AI agents using A2A (Agent-to-Agent) protocol, MCP (Model Context Protocol) and LangGraph.

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332

LLM Agents MCP Playground

This is a hands-on repo for learning and building LLM apps, agents, MCP tools, skills, RAG, fine-tuning, and multi-agent workflows with LangChain, LangGraph, AWS Strands, and Goog…

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333

Enterprise AI Context Engine Fraud Risk Marketing

Enterprise AI Context Engine powered by LangGraph, MCP, & Gemini. Unifying AML/Fraud detection, Credit Risk underwriting, and Marketing Analytics via autonomous, low-latency Agent…

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334

PySetuAI CE

The open-source, extensible LLM gateway and agentic MCP proxy. Build, audit, and route prompts to 100+ LLMs with unified telemetry and access controls

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335

DataAgent Pro

Stateful multi-agent AI data analysis system built with LangGraph, FastAPI, DuckDB, PostgreSQL, React, and MCP.

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336

Enterprise Multi Agent Engine

A highly scalable, multi-agent AI architecture leveraging LangGraph and Model Context Protocol (MCP) to autonomously orchestrate enterprise microservices.

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337

Sample MCP Fraud Investigation Agent

Educational AWS sample demonstrating the Model Context Protocol (MCP): a Strands agent on Amazon Bedrock AgentCore investigates synthetic e-commerce fraud over an AgentCore Gatewa…

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338

Dcc MCP Comfyui

ComfyUI adapter for the DCC Model Context Protocol (MCP) ecosystem — bridges MCP tools to ComfyUI workflow execution via REST + WebSocket API

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339

Nacha Filegen

Use genai to generate NACHA payment file(s) .

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340

Structsure

Library and tools to get validated structured JSON from LLMs (Pydantic v2, self-correction). Local-first (Ollama), Streamlit designer, FastAPI server.

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341

AIObservability3.0

End-to-end Dynatrace observability for agentic AI workloads - services, agents, tools, prompts, models, topology, FinOps. Detects orchestration overhead vs substantive agents, sur…

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342

Lovable Dev

Lovable is a Stockholm-based AI app builder ("vibe coding") platform that turns natural-language prompts into full-stack web applications. Founded in late 2023 by Anton Osika (CEO…

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343

Multi Agent Credit Desk

Architecture-first Python scaffold for an auditable multi-agent corporate credit desk using A2A, MCP, deterministic credit policies, model routing, and OpenTelemetry.

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344

Solitarius MCP

MCP server exposing REINVENT4 generative molecule design as LLM-callable tools sampling, transfer learning, staged RL with interactive scoring-function design, custom scoring plug…

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345

AI Agent Kits And Spec Skills

Codifying a codebase's real conventions into drop-in agent kits so AI coding agents write code that passes review. 16 model-specialized agent definitions, conventions derived by m…

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346

Procureguard AI

Synthetic enterprise procurement copilot benchmarking RAG, vector search, DeepSeek, MCP tools, and guarded human approval

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347

Human Like AI School Assistant

A human-like AI school assistant that uses LLMs, RAG, and intelligent tool integration to help students with academics, school information, and natural conversational interactions.

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348

Youart

Youart — independent third-party profile of a public API surface, by API Evangelist. YouArt is an all-in-one AI creative studio out of Y Combinator (founded 2025, San Francisco),…

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349

Model Context Protocol From Scratch

A hands-on Python project for learning and building Model Context Protocol (MCP) servers, tools, and AI agent integrations with FastMCP and LangChain.

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350

Piclumen MCP Server Reference

MCP server exposing AI image and video generation to MCP clients, with a runnable mock API and the OpenAPI contract both are built against.

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