AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
0x-lang-mcp-server
0x MCP Server — AI agents compile 0x to React/Vue/Svelte with 80% fewer tokens
Ontology RL E-commerce
A sophisticated e-commerce assistant that uses ontology-based reasoning and Reinforcement Learning (PPO) to manage product discovery, order processing, and customer support with automated rule validation.
Weaviate
MCP (Model Context Protocol) Server. Provides a flexible vector database system for storing, searching, and retrieving persistent memories and structured knowledge across conversation contexts using Weaviate's advanced search capabilities.
@sudosandwich/limps
Local Intelligent MCP Planning Server - AI agent plan management and coordination
bitbank-mcp-server
A specialized MCP server that integrates bitbank cryptocurrency exchange data with LLMs for advanced technical analysis, chart pattern detection, and automated SVG visualization.
Review-Code
A code review utility that provides multi-dimensional scoring and prompts for analyzing overall codebases, Git diffs, and individual files.
Lean Mathlib 4 Documentation
Provides searchable access to Lean Mathlib 4 documentation, allowing users to find theorems, definitions, and mathematical constructs via regex-based queries.
Jira
A comprehensive developer-focused MCP server for Jira integration, enabling seamless issue management, sprint tracking, and metadata retrieval via a Rust-based CLI.
Hugeicons
A TypeScript-based MCP server providing integrated access to the Hugeicons icon library, facilitating icon discovery, retrieval of glyph codes, and platform-specific usage guidance.
humanizer-mcp-server
An MCP server powered by text2go.ai designed to detect AI-generated content and transform it into natural, human-like text by improving readability and grammar.
VMWare MCP
Enables AI agents to manage VMware vSphere infrastructure through 55 typed tools built on the govc CLI. It supports comprehensive operations including VM lifecycle management, snapshot control, datastore navigation, and networking configuration.
Package Privacy
An MCP server for the Package Privacy toolset that automates Android application security assessments through Maven package downloading, JADX decompilation, and rule-based privacy violation detection.
Campus Assistant
A comprehensive campus management platform that integrates communication, grade inquiry, and memo management through a mobile-focused interface.
Ranex Framework
MCP (Model Context Protocol) Server. Hybrid governance framework combining Rust-based security scanning with Python application development through contract decorators, enabling automated security auditing and architectural constraint enforcement.
Pixiv MCP Server
A robust MCP server for interacting with Pixiv, enabling keyword search, ranking browsing, and authenticated user content access. It features intelligent batch downloading with automatic Ugoira-to-GIF conversion and seamless OAuth 2.0 token management.
VSCode Commands
A lightweight MCP server that bridges VS Code's internal command API with external AI tools via WebSocket, allowing complete remote control over the editor's functionality.
Moqui Framework
A specialized MCP server that bridges AI agents with the Moqui Framework ERP, enabling autonomous business operations, entity management, and service execution through recursive discovery of screens and services.
Xray Cloud
A professional MCP server that integrates with Xray Cloud's GraphQL API to automate test management, execution tracking, and QA workflows directly within AI clients.
Bizangafest Penetration Testing
MCP (Model Context Protocol) Server. Autonomous penetration testing server that performs network reconnaissance with nmap scanning and vulnerability discovery through searchsploit, automatically generating security assessment reports for automated security auditing workflows.
OpenRouter Conversation Manager
MCP (Model Context Protocol) Server. Provides a unified conversation management system for OpenRouter's language models with features like token counting, context window management, and filesystem persistence across multiple AI providers.
A Windows-based MCP server that automates WeChat through GUI control, enabling AI assistants to send immediate or scheduled messages to contacts and groups.
PathScan (Dirsearch + Firecrawl)
A specialized security MCP server that integrates dirsearch for automated directory brute-forcing and Firecrawl for AI-powered web crawling and content extraction.
Nostr Code Snippets
MCP (Model Context Protocol) Server. Enables AI to fetch and retrieve code snippets from the decentralized Nostr protocol network for accessing community-shared programming solutions.
Apple Music
MCP (Model Context Protocol) Server. Integrates with Apple Music API to enable song searching and playback link generation for music discovery applications
SInstaller
MCP (Model Context Protocol) Server. Automates installation and containerization of MCP servers from GitHub repositories by analyzing codebases, generating Docker configurations, and building ready-to-run container images with automatic transport detection and client configuration generation.
Mackerel
MCP (Model Context Protocol) Server. Integrates with Mackerel server monitoring platform to retrieve host information, service details, metrics, and manage monitoring configurations through natural language conversations.
kawaiidra-mcp
Kawaiidra is a comprehensive Ghidra integration for the Model Context Protocol, enabling AI assistants to perform deep binary analysis, decompile functions, and conduct specialized security research for iOS and Android.
Skald Labs Knowledge Base
A knowledge base integration that enables AI-generated responses with citations, semantic search for memos, and automated content indexing for research workflows.
Gmail Lead Nurturing
A production-ready MCP server for automating Gmail outreach campaigns featuring multi-stage follow-ups, lead scoring, and 24/7 intelligent response tracking for dental practices.
fal.ai
MCP (Model Context Protocol) Server. Integrates with fal.ai's AI model ecosystem to enable discovery, execution, and management of generative AI workflows including image generation, content creation, and specialized AI tasks with support for file uploads, streaming responses, and queue-based processing.