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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.
Hadrian
Open-source AI Gateway, all enterprise features included.
AI Publications
Open-source guides and tutorials on AI agents, generative AI, and machine learning—covering Python, TypeScript, MCP server setup, MCP Clients, Ollama and LLM integration.
Pacos2
Multi-modal C# Telegram AI chat bot based on Microsoft.Extensions.AI and Google GenAI
Henry Masterclass
A MasterClass about MCP in AI Engineering
Restura
⚡ Fast, lightweight API client supporting REST, GraphQL, gRPC & MCP. Built for engineers who value speed and simplicity.
Prompt Tester101
A comprehensive web application that extracts text from PDF files, processes it using OpenAI's GPT-4o model to identify structured information, and displays the results in a tabul…
Test101
A web application that extracts text from PDF files, processes it using OpenAI's GPT-4o model to identify structured information, and displays the results in a tabulated format wi…
Gridmolt Client
AI Agent Open Source Community
Course Assistant
An AI-powered course assistant using MCP, a local Llama 3.2 1B LLM via Docker, RAG for doc retrieval, and a Streamlit UI. It features local tool calling (RAG/web search) managed v…
Sols Rng Win Script Hub
Download Sol's RNG Script 2026 for Windows – automate gameplay, secure event wins, and boost session efficiency with this high-performance toolkit.
Prompt Version Control
Git-like versioning for prompts with eval-gated promotion. Store, diff, tag (draft/staging/production), A/B serve, and gate promotion on eval results. Self-hosted, not SaaS.
Scopeful
Scopeful MCP server and CLI: connect AI agents to the Scopeful pricing engine.
Agentic Gen AI Frameworks MCP VectorDB
A comprehensive collection of modern Agentic AI and Generative AI frameworks used to build autonomous, multi-agent, and production-ready AI systems. Covers LangChain, LangGraph, C…
SongForge MCP
Generate original AI music tracks via Claude Desktop — MCP server powered by ACE-Step 1.5, with vocal/instrumental stem splitting and reference-style matching. No music software o…
Sample Fraud Investigation Assistance Using AWS Bedrock Strandsagents MCP
The Fraud Investigator Assistant shows how AWS Bedrock, MCP servers, and Strands expert agents can transform fraud investigations. By combining private MCP servers for secure data…
PitchLense
PitchLense is a comprehensive AI-powered startup analysis platform that provides detailed risk assessment and growth potential evaluation for early-stage ventures. The platform an…
Patent Gap Finder MCP
Research Paper → Patent Gap Finder: MCP server that analyzes research papers, searches global patents (USPTO, EPO, Google), and identifies patentable white-space using AI.
Aadvanced MCP Lab
Advanced MCP implementation with remote HTTP transport, filesystem roots security, server-initiated LLM sampling & OpenAI GPT-4o-mini integration — production-ready agentic AI arc…
Business Proposal Agent
Built using google adk, MongoDB Atlas and a custom MongoDB MCP, this agent takes in a meeting transcript and generates a proposal based on our needs and historic company data pull…
AI Agent Testing
A research project to measure AI agent robustness. Contains automated testing pipelines and a benchmarking methodology developed to audit Agentic AI architectures for complex reas…
Blender MCP Ultra
260+ tools, AI 3D generation, collaborative editing, error recovery, plugin marketplace. Strictly superior to Astra. Works with GPT-3.5.
Website Qa Assistant
AI-powered Website Q&A Assistant using Google Gemini and FastMCP.
ResearchPilot MCP
MCP-powered multi-agent research assistant with RAG, LangGraph, FastAPI, and citation-aware report generation.
Suprawall Plugins
🛡️ Official monorepo for SupraWall security plugins and framework integrations. Deterministic zero-trust guardrails for AI agents, including Prompt Injection protection, PII scrub…
Llmgine
LLM-native game engine: attach a Mind (LLM), Eyes (vision) & Voice (neural TTS) to ANY entity — bosses that think, NPCs that see. Deterministic ECS + free GLM. Live demo → https:/…
Adk MCP Brightdata
A comprehensive implementation of Google's Agent Development Kit (ADK) v1.2.0+ integrated with Bright Data's Model Context Protocol (MCP) server for intelligent web search and dat…
Spring AI Agents Rag
Production-shaped Spring AI reference app (Java 25, Spring Boot 3.5): multi-provider LLM chat (OpenAI, Vertex AI, Hugging Face, Ollama), advanced RAG over pgvector with Cohere rer…
Trading Agent
Intraday trading agent who bases his trading decisions on technical indicators
Media Toolkit
MCP server for AI image generation and upload to S3-compatible storage. Generate images with Gemini (Nano Banana) and upload to Cloudflare R2, AWS S3, or MinIO with automatic prom…
Hybrid Rag AI Assistant
Provide answers from personal documents using RAG with FAISS, Wikipedia integration, and LLM fallback in a simple Streamlit interface.
Omniflow Veo MCP
MCP server for Google Flow (Veo 3 / Omni 1.1): batch video generation, extend, scenes and references from Claude. Bridge for the OmniFlow Chrome extension.
Prachipanditrao.github.io
Personal portfolio and digital resume showcasing my software engineering projects and experience.
Caddis Plugin
caddis — an opinionated Claude Code plugin for verification-first agentic development: phased TDD planning, cross-vendor code review, independent phase validation, and session con…
Agentspace
A local agent runtime & workspace — a tiny agent OS in your shell. Natural-language orchestration, MCP tools, and agents that write their own tools & agents (via PI). Built from s…
Modelbound Claude Code Plugin
Official ModelBound plugin for Claude Code — sync skills and rules, run the Skill Development Pipeline, optimize tokens, and guard MCP/bash tool use.
Lymerorium Local LLM Debate
Self-hosted heterogeneous LLM debate engine - Gemma on Jetson edge + Qwen + Llama argue in parallel, confidence-weighted voting. +40pp MMLU vs single-model baseline.
Dcc AI Openai Image
OpenAI image generation and editing skills for DCC texture workflows
AI Agent Team Toolkit
Claude Code agent team: a router agent classifies intent and chains 7 specialists (research, parsing, news, docs, reports, meeting notes, video) with MCP integrations and fallbacks
Enterprise AI And Intelligent Systems
Enterprise AI engineering covering local inference, Azure OpenAI, RAG, agents, MCP, evaluation, security, and cost control.
AI Deployment Project
LLM application engineering projects: RAG, LangGraph Agents, MCP, evaluation, FastAPI, Redis, and deployment.
Creative Workframe
Local-first, Figma-like visual workspace connecting tldraw canvases, native ComfyUI workflows, project files, Codex and Claude Code through MCP.
Cinepilot AI
AI-powered agentic production recovery for film & TV — combining ClickHouse evidence via MCP, Gemini reasoning, deterministic plan ranking, and producer-approved, auditable recove…
Spaitial
SpAItial — independent third-party profile of a public API surface, by API Evangelist. SpAItial (SpAItial Ltd, London) is a frontier spatial-AI lab building Echo, a world-model fa…
Cliniserver
An MCP server that extracts symptoms from clinical text, generates a possible differential diagnosis with treatment recommendations, and surfaces relevant PubMed literature.
Document Assistant
Async RAG backend for PDF Q&A: FastAPI + Postgres/pgvector, streamed answers, swappable LLM providers (Groq, Bedrock, OpenAI, Azure), MCP search tool, Langfuse tracing, 38-questio…
HL7 HSRA E2 SysMLv2Repository
The system purpose is to realize a SysML v2 model repository exposing standard APIs and to make the repository accessible through the Model Context Protocol (MCP). The end goal is…
Gemini Asset Generation MCP
A Model Context Protocol (MCP) server that enables AI agents to generate design assets using Google's Gemini models. This server provides tools for generating images and creating…
Krishimitra Multi Agent
🌾 Multi-Agent AI Farmer Advisory System built with Google ADK, MCP Servers, Streamlit, and Gemini for intelligent crop, weather, pest, fertilizer, market, and government scheme re…
Best AI Agent
Best AI Agent Directory, MCP Directory, AI Agent Rankings, Reviews, Comparisons, Pricing, Benchmarks, and Tutorials.
AI Recruiter Agentic
Agentic AI Job Application Assistant: discovers LinkedIn jobs, ranks them against your Résumé, and tailors Résumé + Cover Letter with Human-in-the-Loop approval. Built with DeepAg…