AI / ML

Machine learning model inference, embedding generation, vector similarity search, and AI pipeline orchestration.

Prompt injection · model poisoning · data leakage
4,781Total Servers
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Multi-Agent Deep Researcher

Orchestrates three specialized agents (web searcher, research analyst, and technical writer) using CrewAI to automate comprehensive information gathering and synthesis workflows that combine web data retrieval, analysis, and structured report generation.

2
MultiAgent-MCP-System

AI-Powered Frontend Builder using Multi-Agent MCP Architecture

by pashaarshad

TypeScript0
multi-agent-shogun

Samurai-inspired multi-agent system for Claude Code. Orchestrate parallel AI tasks via tmux with shogun → karo → ashigaru hierarchy.

by yohey-w

Shell1.3k
multicluster-mcp-server

The gateway for GenAI systems to interact with multiple Kubernetes clusters through the MCP

by myan

Python
Multi-Document RAG

Enables document processing with OCR, vector embeddings, and semantic search capabilities for efficient retrieval-augmented generation across multiple file formats including PDF, DOCX, PPTX, Excel, CSV, and images.

9
multimodal-agents-course

An MCP Multimodal AI Agent with eyes and ears!

by the-ai-merge

Python555
MultiversX MCP Server

Create and manage PEM wallets for the MultiversX blockchain. Effortlessly retrieve wallet addresses, check balances, and send various token types including EGLD and NFTs. Enhance your blockchain interactions with secure and efficient wallet management capabilities.

MumbaiHacks

by nerdylua

TypeScript1
mumuai
mup-mcp-server

MCP server that turns HTML MUP panels into interactive tools for LLMs — render UI, call functions, and pipe data between panels

by ricky_tsou

TypeScript
@muscular/robotmem

Thin npm wrapper for the robotmem Python CLI and MCP server.

by muscular

TypeScript
music21-mcp-server

🎵 Production-ready MCP server for music analysis & generation | FastMCP • music21 • OAuth2 • Docker | First music21 MCP integration with enterprise features

by brightlikethelight

Python22
musicbrainz-mcp-server
music-mcp-server

A self-hosted MCP server that lets AI assistants control Spotify playback, manage playlists, and fetch lyrics and song metadata from Genius — with a built-in web setup wizard.

by MaiconSlavieiro

TypeScript0
mutil-rag-agent

An improved multi-agent AIOps and RAG platform for OnCall troubleshooting, featuring LangGraph-based diagnosis workflows, Milvus vector search, MCP tool integration, Prometheus alert knowledge from awesome-prometheus-alerts, and sanitized configuration for safe public deployment.

by Kkkirito-123

TypeScript25
mvn-mcp-server

A MCP server for Maven dependency version checking

by Daniel Scholl

Python
myagentinbox

Disposable email inboxes for AI agents. Auto-deletes after 24 hours.

by myagentinbox

mycoder

Simple to install, powerful command-line based AI agent system for coding.

by bhouston

TypeScript565
MyGhosts

Send AI bots to attend meetings on your behalf. Get recordings, transcripts, and summaries.

by myghosts

my-langgraph-agent

LangGraph Agent 与 MCP Server 集成,实现AI智能聊天机器人项目

by mr-jay-wei

Python25
My MCP Ser

Description of my MCP server

by staging

My MCP Serv

Description of my MCP server

by system-prompts-of-ai-987eba72

my-mcp-server

Description of my MCP server

by staging

TypeScript0
my-mcp-server-251127

Kickstart a TypeScript template to build and customize Model Context Protocol integrations. Try built-in examples for calculation, greetings, current time, image generation, and server info to move fast. Extend with your own tools, resources, and prompts as your needs grow.

myoperator-mcp

MCP server for myOperator UI components - enables AI assistants to access component metadata, examples, and design tokens

by ankish8

TypeScript