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MCP servers tagged generative-ai
108 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.
Bifrost
Fastest enterprise AI gateway (50x faster than LiteLLM) with adaptive load balancer, cluster mode, guardrails, 1000+ models support & <100 µs overhead at 5k RPS.
Generative AI
Explore clean, cutting-edge Generative-AI code—innovate, learn, and build the future of intelligent applications.
Gateway
A blazing fast AI Gateway with integrated guardrails. Route to 200+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
Openllmetry
Open-source observability for your GenAI or LLM application, based on OpenTelemetry
Embabel Agent
Agent framework for the JVM. Pronounced Em-BAY-bel /ɛmˈbeɪbəl/
Massgen
🚀 MassGen is an open-source multi-agent scaling system that runs in your terminal, autonomously orchestrating frontier models and agents to collaborate, reason, and produce high-q…
Generative Media Skills
Multi-modal Generative Media Skills for AI Agents (Claude Code, Cursor, Gemini CLI). High-quality image, video, and audio generation powered by muapi.ai.
Client For Ollama
A text-based user interface (TUI) client for interacting with MCP servers using Ollama. Features include agent mode, multi-server, model switching, streaming responses, tool manag…
Learn AI Engineering
Learn AI and LLMs from scratch using free resources
Comet-ML/Opik-MCP
Model Context Protocol (MCP) implementation for Opik enabling seamless IDE integration and unified access to prompts, projects, traces, and metrics.
Flexible Graphrag
Flexible GraphRAG: Python, LlamaIndex, Docker Compose: 8 Graph dbs, 10 Vector dbs, OpenSearch, Elasticsearch, Alfresco. 13 data sources (9 auto-sync), KG auto-building, schemas, L…
Unrealgenaisupport
An Unreal Engine plugin for LLM/GenAI models & MCP UE5 server. Includes OpenAI's GPT 5.1, Deepseek V3.1, Claude Sonnet 4.5 APIs, Gemini 3, Alibaba Qwen, Kimi and Grok 4.1, with pl…
Gateway
A plugin-based gateway that orchestrates other MCPs and allows developers to build upon it enterprise-grade agents.
Zypher Agent
A minimal yet powerful framework for creating AI agents with full control over tools, providers, and execution flow.
ConstantineB6/comfy-pilot
MCP server + embedded terminal that lets Claude Code see and edit your ComfyUI workflows
A2a X402
The A2A x402 Extension brings cryptocurrency payments to the Agent-to-Agent (A2A) protocol, enabling agents to monetize their services through on-chain payments. This extension re…
Rhubarb
A Python framework for multi-modal document understanding with Amazon Bedrock
Open Responses Server
Wraps any OpenAI API interface as Responses with MCPs support so it supports Codex. Adding any missing stateful features. Ollama and Vllm compliant.
IBM wxflows
Examples and tutorials for building AI applications with watsonx.ai Flows Engine
Monocle
Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.
Awesome Production Genai
A curated list of awesome open source libraries to deploy, monitor, version and scale your generative artificial intelligence applications and systems
Scitex Python
Umbrella package for SciTeX — reproducible science from raw data to manuscript
Gemini Webapi MCP
MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.
Glif MCP Server
Easily run glif.app AI workflows inside your LLM: image generators, memes, selfies, and more. Glif supports all major multimedia AI models inside one app
Mcp2lambda
Run any AWS Lambda function as a Large Language Model (LLM) tool without code changes using Anthropic's Model Context Protocol (MCP).
RAG App On AWS
Build and deploy a full-stack RAG app on AWS with Terraform, using free tier Gemini Pro, real-time web search using Remote MCP server and Streamlit UI with token based authenticat…
Secure MCP Gateway
Secure MCP Gateway - Setup Admin level gateway functionality for MCP servers - with guardrails at each MCP server to overcome multiple security issues with using MCPs
Context Engineering
Context Engineering: Build Consistent, Accurate, Predictable AI Systems
Gateway
Model Context Protocol (MCP) Gateway & Registry - Central hub for managing tools, resources, and prompts for MCP-compatible LLMs. Translates REST APIs into MCP, builds virtual MCP…
Developers Agent Toolkit
The Mastercard Developers Agent Toolkit allows popular agent frameworks to integrate with Mastercard Developers Platform for service discovery and integration guides.
Kit
MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to use
Qurio
Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallu…
Talk To Figma
This MCP server enables LLMs to interact with Figma, allowing them to read and modify designs programmatically.
Agents Towards Production
This repository delivers end-to-end, code-first tutorials covering every layer of production-grade GenAI agents, guiding you from spark to scale with proven patterns and reusable…
Rowboat
Open-source AI coworker, with memory
Awesome Generative AI
A curated list of modern Generative Artificial Intelligence projects and services
Awesome Generative AI Data Scientist
A curated list of 100+ resources for building and deploying generative AI specifically focusing on helping you become a Generative AI Data Scientist with LLMs
Generative AI With Javascript
Join a time-traveling adventure where you meet history’s legends while learning Generative AI technologies! ✨
Awesome Opensource AI
Curated list of the best truly open-source AI projects, models, tools, and infrastructure.
Hands On AI Engineering
A curated collection of practical AI projects implementing OCR systems, RAG, AI agents, and other AI use cases.
Stride Gpt
An AI-powered threat modeling tool that leverages OpenAI's GPT models to generate threat models for a given application based on the STRIDE methodology.
Attackgen
AttackGen is a cybersecurity incident response testing tool that leverages the power of large language models and the comprehensive MITRE ATT&CK framework. The tool generates tail…
Haystack
Open-source AI orchestration framework for building context-engineered, production-ready LLM applications. Design modular pipelines and agent workflows with explicit control over…
Omni Lpr
A multi-interface (REST and MCP) server for automatic license plate recognition 🚗
Cricket MCP Server
A MCP server for fetching cricket data from Cricbuzz, including player statistics, live match scores, upcoming schedules, and the latest news.
Consciousness
A powerful, pluggable vector memory and Model Context Protocol (MCP) server for local semantic search and long-term memory.
Frontend
Frontend for MCP (Model Context Protocol) Kit for Go - A Complete MCP solutions for ready to use
Grumpydev MCP
Let the grumpy senior dev review your code with this MCP server
Muapi CLI
Official CLI for muapi.ai — generate images, videos & audio from the terminal. MCP server, 14 AI models, npm + pip installable.
AI Engineering From Scratch
Learn it. Build it. Ship it for others.