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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Punjab Technical Education MCP Server

This MCP server enables interaction with the Punjab State Board of Technical Education and Industrial Training API, allowing access to technical education services and information through natural language.

HPSSC MCP Server

This server enables communication with the Himachal Pradesh Staff Selection Commission API, allowing users to interact with HPSSC services through natural language using the Multi-Agent Conversation Protocol.

On-Demand Scanning API MCP Server

An MCP Server that enables users to interact with Google's On-Demand Scanning API (v1beta1) through natural language, likely providing capabilities for vulnerability scanning and security analysis of containers and artifacts.

Chitkara University MCP Server

A Multi-Agent Conversation Protocol server that provides programmatic access to Chitkara University's API, auto-generated using AG2's MCP builder to enable natural language interactions with the university's data services.

Luno MCP Server

A Model Context Protocol server that provides a standardized interface for AI models and applications to interact with the Luno cryptocurrency exchange API for trading operations.

Hubble MCP Server

A Python-based Model Context Protocol server that integrates with Claude Desktop, allowing users to connect to Hubble API services by configuring the server with their Hubble API key.

Managed Service for Microsoft Active Directory API Server

An MCP (Multi-Agent Conversation Protocol) server that enables interaction with Google's Managed Service for Microsoft Active Directory through its OpenAPI, allowing users to manage identity resources through natural language.

Google API Discovery Service MCP Server

An MCP server that provides access to Google's API Discovery Service, allowing agents to discover and interact with Google APIs through natural language commands.

Python MCP Server Template

A template repository for creating custom Model Context Protocol (MCP) servers in Python that can be integrated with applications like Claude Desktop or Cursor.

nuxt-mcp / vite-plugin-mcp

MCP server that helps AI models understand Vite/Nuxt applications better, available as both a Nuxt module and Vite plugin.

Interactive Voice MCP Server

Enables voice-based interactions with Claude by converting text to speech using Kokoro TTS and transcribing user responses using NVIDIA NeMo ASR, creating interactive voice dialogues.

LinkedIn Profile Analyzer MCP

Enables users to fetch, analyze, and manage LinkedIn posts data through tools that retrieve profiles, search posts by keywords, filter by date, and identify top-performing content based on engagement metrics.

MCP YAML API

A Model Context Protocol server that creates tools from API configurations defined in YAML files, allowing easy integration of external APIs into an MCP ecosystem without coding.

Remote MCP Server

A serverless MCP (Model Context Protocol) server deployed on Cloudflare Workers that allows connecting AI models to custom tools without authentication.

JupyterMCP

A Model Control Protocol (MCP) server that enables remote programmatic control of Jupyter notebooks, allowing AI assistants and applications to create, edit, and execute notebook cells via SSE protocol.

Remote MCP Server on Cloudflare

A serverless implementation for deploying Model Context Protocol servers on Cloudflare Workers that enables AI models to access custom tools without authentication requirements.

MCP (Model Context Protocol) Server

A server implementation demonstrating how AI models can interact with external tools and services through Model Context Protocol, featuring integrations for calculator functions, GitHub repositories, and Google Maps searches.

Giphy MCP Server

An auto-generated Multi-Agent Conversation Protocol Server that enables interaction with the Giphy API, supporting various transport modes and configurable through environment variables.

Memgraph MCP Server

A lightweight server implementation of the Model Context Protocol that connects Memgraph database with LLMs, allowing users to interact with graph databases through natural language.

GitHub Tools MCP Server

Model Context Protocol server that enables interaction with GitHub repositories, issues, pull requests, and search functionality through natural language.

RhinoMCP

A Model Context Protocol server that connects Rhino and Grasshopper to Claude AI, enabling prompt-assisted 3D modeling, scene creation, and manipulation through direct AI interaction with the Rhino environment.

Model Context Protocol Server

A server exposing intelligent tools for enhancing RAG applications with entity extraction, query refinement, and relevance checking capabilities.

Docker Explorer

A Model Context Protocol server that provides tools for interacting with Docker images, containers, and registries, enabling AI assistants to search, analyze, and manage Docker resources through a standardized interface.

Filesystem MCP Server

Node.js server implementing Model Context Protocol (MCP) for filesystem operations with regex support for allowed directories, enabling AI assistants to safely read, write, and manipulate files through natural language.

Remote MCP Server

A Cloudflare Workers implementation of a Model Context Protocol server with OAuth login that enables AI assistants like Claude to access external tools.

Remote MCP Server for Cloudflare

A deployable server that implements the Model Context Protocol (MCP) on Cloudflare Workers, enabling integration of custom tools with AI assistants like Claude without requiring authentication.

Materials MCP

A Model Context Protocol server that provides access to materials databases through the OPTIMADE API, with focus on Google DeepMind's GNoME dataset containing millions of predicted crystal structures.

Remote MCP Server (Authless)

Deploys a Model Context Protocol server on Cloudflare Workers without authentication requirements, allowing you to create and expose custom AI tools to clients like Claude Desktop or Cloudflare AI Playground.

Cloudflare Remote MCP Server (Authless)

A deployable Model Context Protocol server for Cloudflare Workers that enables AI models to use custom tools without requiring authentication.

MCP RSS News Agent

A FastMCP-based server that provides tools for discovering RSS feeds, fetching and processing news content, searching articles by keyword, and generating summaries across multiple news sources and categories.