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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcp-freecad

This project provides a robust integration between AI assistants and FreeCAD CAD software using the Model Context Protocol (MCP). It allows external applications to interact with FreeCAD through a standardized interface, offering multiple connection methods and specialized tools.

Binance MCP Server

A Model Control Protocol (MCP) server that provides cryptocurrency trading interfaces for Binance exchange, enabling functions like real-time price fetching, account balance queries, order placement/cancellation, and automated arbitrage strategies.

SSE MCP Server with JWT Authentication

A Model Context Protocol server that exposes multiple AI tools over SSE transport with JWT-based secure authentication, allowing for dynamic tool registration and session management.

Remote MCP Server on Cloudflare

A Model Context Protocol server implementation that runs on Cloudflare Workers with OAuth login, allowing Claude and other AI models to access tools via the MCP standard.

GitLab MCP Server

A Model Context Protocol server that enables AI assistants to interact with GitLab repositories, allowing tasks like managing merge requests, searching projects, and creating comments through RESTful API integration.

mcp-pushinator

Pushinator MCP lets you send push notifications to your devices from your LLM-powered workflows.

Selenium MCP Server

Allows AI agents to control web browser sessions via Selenium WebDriver, enabling web automation tasks like scraping, testing, and form filling through the Model Context Protocol.

mmnt-mcp-server

MCP server for Mamont search engine

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing AI assistants like Claude to execute tools remotely through HTTP connections.

RAD Security

CP server for RAD Security, providing AI-powered security insights for Kubernetes and cloud environments. This server provides tools for querying the Rad Security API and retrieving security findings, reports, runtime data and many more.

@lex-tools/codebase-context-dumper

A Model Context Protocol (MCP) server designed to easily dump your codebase context into Large Language Models (LLMs).

Azure MCP Server

An MCP server for interacting with Azure. Contains some common Compute and Networking actions, and extensible to add many more.

Runbook

Run your own runbooks from Claude Desktop. You can create your runbooks and execute them with other MCP servers.

Agentset

An open-source platform for Retrieval-Augmented Generation (RAG). Upload documents and query them ⚡

MCP Server For Local

A customizable Model Context Protocol server implementation that enables AI models to interact with external tools including weather queries, Google search, and camera control functionality.

MCP Manager

A flexible server that enables communication between AI models and tools, supporting multiple MCP servers and compatible with Claude, MCP Dockmaster, and other MCP clients.

MCP Tool

A server built on mcp-framework that enables integration with Claude Desktop through the Model Context Protocol.

MCP Filesystem Server

A secure Model Context Protocol server that provides controlled filesystem access within predefined directories, enabling AI models to perform file and directory operations with strict path validation.

SVG to PNG MCP Server

A Model Context Protocol server that converts SVG code to PNG images, offering two conversion methods (CairoSVG and Inkscape) with support for custom working directories.

shivonai-mcp

Our MCP Tools are designed to enhance AI-driven automated interview services by ensuring a seamless and contextually relevant candidate assessment process. These tools leverage advanced AI models to analyze responses, evaluate competencies, and provide real-time feedback, ma

MCP - Model Context Protocol

A conversational application server that integrates LLM capabilities via Ollama with vector memory context, supporting multiple users, sessions, automatic history summarization, and a plugin system for executing real actions.

Audiense Demand MCP Server

This MCP helps you interact with your Audiense Demand account. It provides tools to create and analyze demand reports, track entity performance, and gain insights across different channels and countries.

Confluence MCP Server

An MCP server that enables searching and retrieving content from Confluence documentation systems, providing capabilities for both document searches and full page content retrieval.

UniProt MCP Server

An MCP server that enables language models to fetch protein information from the UniProt database, including protein details, sequences, functions, and structures.

AI Customer Support Bot - MCP Server

A Model Context Protocol (MCP) server that provides AI-powered customer support using Cursor AI and Glama.ai integration.

ShipBob API MCP Server

A comprehensive Model Context Protocol server that enables interaction with ShipBob's e-commerce fulfillment API, providing tools for managing products, orders, inventory, fulfillment, webhooks, returns, locations, channels, and reporting.

ShipStation API MCP Server

A comprehensive Model Context Protocol server that enables users to interact with the ShipStation API for managing orders, shipments, carriers, warehouses, products, customers, stores, webhooks, and fulfillments through structured tools.

mcp-svstudio

MCP server for Synthesizer V AI Vocal Studio, which allows LLMs to create/edit vocal tracks e.g. adding lyrics to the melody.

file-system-mcp-server

A comprehensive MCP (Model Context Protocol) server for file system operations, providing Claude and other AI assistants with access to local files and directories.

MCP Dust Server

A Model Context Protocol server that enables interaction with Dust AI agents, allowing integration with development environments like Windsurf IDE and Claude Desktop.