AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
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.
JIRA
A specialized MCP server for JIRA integration that enables AI assistants to manage issues, projects, and attachments using standard protocols.
Spotify
MCP (Model Context Protocol) Server. Enables natural language control of Spotify playback with tools for playing tracks, pausing music, skipping songs, searching the catalog, and retrieving currently playing information through seamless authentication and token management.
Jira
MCP (Model Context Protocol) Server. Integrates with Atlassian Jira to enable listing projects, retrieving issue details, searching by project and assignee, and checking user assignments through authenticated API requests with markdown-formatted responses.
Elasticsearch
MCP (Model Context Protocol) Server. Integrates with Elasticsearch to enable index management, document indexing, and powerful search capabilities across large datasets.
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.
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
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.
Local Memory
A privacy-focused local memory MCP server that provides persistent storage, session management, and fuzzy search for user preferences, prompts, and code changes using local JSON files.
Web Prototyping
A specialized tool for AI-driven rapid web prototyping that allows developers to create, manage, and preview HTML mockups with automatic navigation, annotation support, and script injection.
Cut Copy Paste
A specialized MCP server for AI coding agents that provides secure, encrypted clipboard operations including line-based cut, copy, paste, and a smart undo feature that restores source files.
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.
Geth Proxy
A proxy bridge that connects Ethereum JSON-RPC/Geth endpoints to MCP, offering schema-validated blockchain queries, admin diagnostics, and safe transaction execution with friendly aliases.
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.
Polyagent (Claude Code Agents)
Bridges Claude Code agent definitions to any MCP client, allowing users to invoke and reuse existing YAML-based agents within environments like Codex and Gemini CLI.
DPO2U (LGPD/GDPR Compliance)
A privacy-first compliance engine that automates LGPD/GDPR requirements using homomorphic encryption and zero-knowledge proofs to process sensitive data locally and securely.
Solar2D MCP Server
A specialized MCP server that allows AI assistants to run, debug, and interact with Solar2D game projects through log capturing, screenshot analysis, and simulated touch events.
Remote Docker
A comprehensive Docker management server that enables AI assistants to control multiple remote containers and Compose stacks via SSH with automated host discovery and safe migration features.
Rembg
An MCP server for the rembg library that provides high-quality AI background removal for single images and batch folder processing using over 20 specialized models.
Portkey
MCP (Model Context Protocol) Server. Provides a comprehensive administrative interface for managing Portkey AI platform users, workspaces, configurations, and cost analytics through a TypeScript-based management API
MongoDB
A MongoDB-based MCP server that provides schema-enforced database operations, including CRUD functionality and collection management with Pydantic-based validation.
MCP-Utils
🛠️ Essential TypeScript utility library for Model Context Protocol (MCP) server development with Claude Desktop integration 🤖 Powers GitHub-MCP, Google-Workspace-MCP & FS-MCP with MongoDB connectivity, AES-256-GCM encryption, cross-platform config management & more 🚀
datagovin-mcp-server
Core server for exposing India’s open government data (data.gov.in) APIs via the Model Context Protocol, powering agentic AI data exploration.
Jira Insights
MCP (Model Context Protocol) Server. Enables programmatic management of Jira Insights asset schemas through CRUD operations on object types and AQL queries, streamlining IT asset management and configuration tracking workflows.
Abuse.ch
A unified threat intelligence MCP server that validates and correlates security data across MalwareBazaar, URLhaus, and ThreatFox for files, URLs, domains, and IPs.