AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Enrichment MCP Server
A Model Context Protocol server that performs third-party threat intelligence enrichment for various observables (IP addresses, domains, URLs, emails) using services like VirusTotal, Shodan, and AbuseIPDB.
Remote MCP Server
A Cloudflare Workers-based implementation of the Model Context Protocol (MCP) server that enables AI assistants like Claude to interact with external tools through OAuth login.
NetlifyMCPServer
A basic example of developing and running serverless Model Context Protocol (MCP) using Netlify Functions, enabling AI agents to interact with your services via a standardized API.
Enrichment MCP Server
A Model Context Protocol server that enables users to perform third-party enrichment lookups for security observables (IP addresses, domains, URLs, emails) through services like VirusTotal, Shodan, and others.
Reasoning Tool MCP Server
Implements Anthropic's 'reasoning' tool as an MCP server for Claude, providing a dedicated scratchpad for structured thinking that dramatically improves performance on complex problem-solving tasks.
SQL Server MCP
A Model Context Protocol server that enables AI assistants (Cursor, Windsurf, Claude Code) to interact with Microsoft SQL Server databases by providing connectivity through environment-configurable connections.
Xiaohongshu API MCP Server
A microservice that wraps Xiaohongshu (Little Red Book) API into a RESTful API server, enabling users to perform various operations on the platform such as retrieving notes, searching users and content, and accessing user information.
YindDao RPA MCP Server
A server implementing the Model Context Protocol (MCP) that connects YindDao AI Power with MCP Hosts, enabling AI to utilize RPA capabilities for workflow automation.
SearchAPI MCP Agent
A bridge between AI assistants and search services that implements A2A protocol and Model Context Protocol, enabling search functionality for web, videos, maps, flights, and hotels.
Icypeas MCP Server
A Model Context Protocol server that integrates with the Icypeas API to help users find work emails based on name and company information.
RocketReach MCP Server
A Model Context Protocol server that connects to RocketReach API, enabling AI assistants to find professional/personal emails, phone numbers, and enrich company data.
Prospeo MCP Server
A Model Context Protocol server that integrates with Prospeo API to find work emails and enrich LinkedIn profiles.
HydraΜCP
A lightweight, extensible cybersecurity toolkit that connects AI assistants to security tools through the Model Context Protocol (MCP), enabling AI-assisted security research, scanning, and analysis.
TDengine Query MCP Server
A Model Context Protocol (MCP) server that provides read-only TDengine database queries for AI assistants, allowing users to execute queries, explore database structures, and investigate data directly from AI-powered tools.
PlainSignal MCP Server
Provides tools for retrieving analytics reports and metrics from PlainSignal through the Model Context Protocol (MCP).
Smart Warehouse MCP Agent
Claude-powered warehouse management system that coordinates inventory, AGVs, and order processing through specialized agents using Model Context Protocol patterns.
CnosDB MCP Server
An MCP server that enables interacting with CnosDB databases through Claude, supporting SQL queries, database listing, table listing, and schema descriptions.
Weather MCP Server
A simple demonstration server for the MCP Python SDK that provides weather alerts for locations, allowing users to query weather information through Claude Desktop or Cursor.
MCP iCal Server
Agent-powered calendar management for macOS that transforms natural language into calendar operations through a single MCP tool interface.
GitHub MCP Bridge
A Model Context Protocol server that enables AI agents to securely access and interact with GitHub Enterprise data, providing access to enterprise users, organizations, emails, and license information.
ZVV-MCP
An application that combines Spice.ai with ZVV (Zurich Public Transport) data from opendata.swiss, enabling natural language queries of public transport information through LLM integration.
NotesY
A Claude MCP integration that allows seamless interaction with Apple Notes through natural language, enabling users to create, update, delete, and search notes.
RT-Prompt-MCP
A Model Context Protocol server that provides specialized prompt suggestions for backend development, frontend development, and general tasks to help LLMs generate better content.
OpenAPI to MCP Server
A tool that creates MCP (Model Context Protocol) servers from OpenAPI/Swagger specifications, enabling AI assistants to interact with your APIs.
AI Helper MCP Server
A server that allows AI agents to consult multiple large language models (like Grok, Gemini, Claude, GPT-4o) through Model Context Protocol for assistance and information.
Hiworks Mail MCP
A Model Context Protocol server that allows integration with Hiworks mail system to search, read, and send emails with support for text, HTML, and attachments.
Playwright MCP
A Model Context Protocol server that enables LLMs to interact with web pages through structured accessibility snapshots, providing browser automation capabilities without requiring screenshots or visually-tuned models.
OpenAI Web Search MCP Server
Enables AI models to search the web for current information before generating responses, with features for conditional searching, geographic customization, and automatic citations.
MCP Server for FTP/SSH
Allows users to connect to and manipulate files on FTP, SFTP, and SSH servers directly from Cursor AI, facilitating WordPress hosting and remote server management.
Redshift MCP Server
A Model Context Protocol server that enables AI assistants to interact with Amazon Redshift databases, allowing for schema exploration, query execution, and statistics collection.