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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Mutmut MCP

A Model Context Protocol server that provides programmatic APIs for running mutation tests with mutmut, analyzing results, and improving test coverage in Python projects.

Remote MCP Server Authless

A deployable MCP server on Cloudflare Workers that provides tools without requiring authentication, allowing users to connect from Cloudflare AI Playground or Claude Desktop.

DAV MCP Server

A Model Context Protocol server that allows users to interact with their CalDAV, CardDAV, and WebDAV services (calendars, contacts, and files) from Fastmail and Apple iCloud accounts.

MCP: Multi-Agent Control Point

A server that routes user questions to specialized agents (date, location, weather) or an LLM expert, with a simple Streamlit web interface for easy interaction.

MCP AI Chat LangChain

A basic Model Context Protocol server implementation that demonstrates core functionality including tools and resources for AI chat applications.

HeFeng Weather MCP Server

Provides weather forecast data for locations in China through HeFeng Weather API, supporting real-time, hourly, and daily forecasts with full Chinese weather descriptions.

MCP Calculator Service

A service that processes natural language requests to perform mathematical calculations by integrating Claude AI with a calculator API through the Model-Context-Protocol architecture.

XiaoZhi MCP Aggregate

A powerful interface for extending AI capabilities through remote control, calculations, email operations, knowledge search, and more.

Appsignal MCP

A Model Context Protocol server that allows AI assistants to fetch and analyze incident data from Appsignal, including retrieving incident details, samples, listing recent incidents, and analyzing incidents to suggest fixes.

Microservice Control Panel (MCP)

A modular system for building and orchestrating AI applications through microservices, featuring LLM interactions, Jupyter notebook execution, and visual workflow capabilities.

interactive-mcp

A Node.js/TypeScript MCP server that facilitates interactive communication between LLMs and users, allowing AI assistants to request user input, display notifications, and manage command-line chat sessions.

MCP Notes

A personal knowledge management system built on the Model Context Protocol that transforms daily notes into organized, searchable knowledge.

OWASP Cheatsheets MCP Server

A minimal Model Context Protocol server that provides access to OWASP security cheat sheets through a simple HTTP API, enabling users to list, retrieve, and search security best practices.

Lulu Print MCP Server

Provides integration with Lulu Print API for print-on-demand services through Claude Desktop and other MCP clients, enabling users to create and manage print jobs, validate files, calculate costs, and handle shipping for books and printed materials.

MCP Troubleshooter

A specialized diagnostic framework that enables AI models to self-diagnose and fix MCP-related issues by analyzing logs, validating configurations, testing connections, and implementing solutions.

MCP Blog API

A simple blog API service built with FastMCP that allows users to fetch all blogs, search for blogs by title, and add new blog posts.

Jenkins MCP Server

A Model Context Protocol (MCP) server that enables AI tools like chatbots to interact with and control Jenkins, allowing users to trigger jobs, check build statuses, and perform other Jenkins operations through natural language.

MCP RSS Server

A Model Context Protocol server that allows interaction with RSS feeds, enabling users to import subscriptions via OPML files, fetch and update articles automatically, and filter content by source and status.

Account and Transaction MCP Server

An MCP Server that provides a conversational interface to the UK Open Banking account information API, allowing agents to interact with bank account data through natural language commands.

Most Popular API MCP Server

A Multi-Agent Conversation Protocol server that provides access to the New York Times Most Popular API, allowing agents to interact with NYT's most viewed, shared, and emailed content.

Times Newswire API MCP Server

An MCP server that provides access to the New York Times Newswire API, allowing agents to retrieve real-time news updates and content from the New York Times.

Fusion 360 MCP Integration

Enables AI assistants to interact programmatically with Autodesk Fusion 360 for creating parametric 3D models through simple API calls.

Remote MCP Server on Cloudflare

A Model Context Protocol server that runs on Cloudflare Workers with OAuth login, allowing clients like Claude Desktop to connect to it for tool-augmented AI interactions.

Remote MCP Server Authless

A serverless MCP (Model Context Protocol) implementation on Cloudflare Workers that allows you to deploy custom AI tools without requiring authentication.

MCP Server for n8n Integration

A Model Context Protocol server that enables AI agents to interact with n8n workflows and automation tools through a standardized interface, allowing execution of workflows and access to n8n functions.

Presentation Buddy MCP Server

A TypeScript-based middleware that translates Claude AI's decisions into OBS WebSocket commands, enabling solo creators to automate streaming production without manual technical management.

OpenAI API MCP Server

An auto-generated MCP server that enables interaction with the OpenAI API, allowing users to access OpenAI's models and capabilities through the Multi-Agent Conversation Protocol.

WhatsApp Business API MCP Server

An MCP (Multi-Agent Conversation Protocol) Server that enables interaction with the WhatsApp Business API, allowing agents to send messages, manage media, and perform other WhatsApp business operations through natural language.

Open Policy Agent (OPA) REST API MCP Server

An MCP Server that enables natural language interaction with the Open Policy Agent REST API, allowing users to manage policies, decisions, and data through conversational interfaces.

Google Play Game Services Configuration MCP Server

A Multi-Agent Conversation Protocol server for interacting with Google Play Game Services Configuration API, allowing management of game configurations through natural language commands.