AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP TriliumNext
A Model Context Protocol server enabling AI assistants to interact with TriliumNext notes, providing tools for creating, searching, reading, and updating notes in your knowledge base.
Home Assistant MCP Server
Enables AI agents to control and monitor Home Assistant smart home devices through natural language interactions. Supports device control, entity state monitoring, history access, and automation generation with both MCP protocol and standalone HTTP REST API modes.
Garak-MCP
MCP Server For Garak LLM Vulnerability Scanner https://github.com/EdenYavin/Garak-MCP/blob/main/README.md
BossZhipin MCP Server
Enables interaction with the Boss直聘 recruitment platform to search for jobs and send automated greetings to recruiters. It features automatic QR code login and security verification using Playwright for seamless session management.
Sales Tools MCP Server
Provides a suite of business tools for interacting with a SQLite sales database, including SQL query execution, KPI calculations, and report generation. It enables AI agents to analyze sales data across customers, products, and orders using the Model Context Protocol.
devxira
MCP server for developer workflows — PR review, daily reports, task management, plugin research
searxng-mcp
An MCP server that wraps a local SearXNG instance to provide private, customizable web search capabilities. It enables AI assistants to perform queries with support for specific parameters like results limits, language, and time ranges.
claude-session-skill
Search, browse, and resume past Claude Code sessions with AI-generated summaries — plus an MCP server for any MCP-compatible client
@moneygraph/sdk
MoneyGraph cross-border payment SDK — send payouts to 82+ countries via bank, mobile money, SWIFT, SEPA, ACH. Built for AI agents (Claude, ChatGPT, Cursor, Copilot, LangChain, CrewAI, Vercel AI SDK). Powered by StratosPay. Sandbox included.
MCP Server for Google Cloud Healthcare API
MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!
agentskill-mcp
MCP server for discovering and installing AI agent skills from agentskill.sh. Search skills across platforms, browse trending skills, and install them with built-in security scanning.
sota
Deploy web apps via AI agents with sota.io. 9 tools for deploy, logs, env, and more.
Wikipedia Agent MCP Server
A conversational AI server that enables users to search Wikipedia and retrieve information through natural language interactions using LangGraph and Model Context Protocol (MCP).
Maple
Maple is a unified MCP server for agent observability, safety control, and behavior evolution, acting as a monitoring and auditing layer for high-agency agents. It enables developers to capture session timelines, replay risky branches, detect anomalies using ML, and enforce action guardrails.
PortalMCP
A universal AI gateway for the Ethereum blockchain that enables smart contract deployment, token transfers, NFT minting, and DeFi operations using natural language across multiple AI platforms.
S3-Compatible 3D Storage MCP Server
An MCP server for managing and publishing 3D files via S3-compatible storage like Cloudflare R2 or AWS S3, featuring automated interactive 3D viewer generation.
badge
Agents are not bots. Prove it. MCP-native identity declaration for authorized agents.
MCP Google Workspace
A comprehensive MCP server providing full CRUD operations for Google Calendar, Contacts, and Gmail via OAuth2, enabling AI agents to manage schedules, directories, and email communications.
Massive Context MCP
An MCP server that processes massive datasets (10M+ tokens) by keeping context external and using recursive chunking. It leverages parallel sub-queries via local Ollama or Claude API to analyze data beyond standard context window limits.
Hacker News MCP Server
Enables AI assistants to access Hacker News content through 9 comprehensive tools for fetching stories, comments, user profiles, and job postings. Supports flexible output formats, pagination, and various story categories (top, new, best, Ask HN, Show HN).
Jenius MCP Smart Device
A server that enables control of smart home devices through the Jenius AI agent system, connecting to Home Assistant to manage devices like Xiaomi air purifiers and smart speakers.
mcp-server-security-audit
Scan websites for security vulnerabilities, headers, TLS, and email security.
drinkedin
AI agent virtual bar ecosystem — visit venues, order drinks, chat, earn Vouchers. 10 tools.
denialbot
Insurance denial code lookup, appeal letter generation, and denial analysis for AI agents.
amazonads-mcp
MCP server for Amazon Ads API - manage campaigns, keywords, bids, and performance reports
MCP CloudOps IaC Rules Server
A specialized MCP server for validating and generating Terraform Infrastructure as Code (IaC) based on Pragma CloudOps standards, covering naming conventions, security encryption, and complex data structures.
GoHighLevel MCP Server
Connects Claude AI to GoHighLevel CRM, enabling comprehensive automation across 269+ tools including contact management, messaging, sales pipeline, appointments, marketing, and e-commerce operations.
Article Quadrant Analyzer MCP Server
An MCP server designed for content analysis that combines OCR capabilities with an intelligent 4-quadrant visualization engine specifically optimized for Chinese business and collaboration workflows.
mcp-server-research-signals
Scored trend intelligence from HN, Reddit, ArXiv, and GitHub.
ani-mcp
A smart MCP server for AniList that gets your anime/manga taste - not just API calls.