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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Expo Dev Build MCP Server

A specialized MCP server that enables Claude to interact with physical iOS devices for debugging Expo development builds, supporting screenshot capture, log streaming, and app management.

7 tools

justrunmyapp

Hassle-free container hosting for web apps, APIs, and workers. Push your image or source; we run it 24/7 with HTTPS, logs, and a simple panel.

ableton-mcp

An MCP server that enables Claude to control Ableton Live in real-time via the AbletonOSC bridge. It allows users to manage playback, create tracks, write MIDI, and adjust mixer or device parameters using natural language commands.

brave-search

MCP Power - Knowledge Search Server

Enables semantic search across multiple knowledge datasets using FAISS vector embeddings, allowing natural language queries to find relevant documents with fast retrieval.

Claude RAG MCP Pipeline

A Retrieval Augmented Generation (RAG) system that integrates with Claude Desktop via MCP to provide semantic search and conversational access to personal document collections like PDFs and Word files.

Web-To-MCP

Bridge the gap between design and code. Send pixel-perfect website components directly to Cursor or Claude Code using Model Context Protocol (MCP). No more screenshots or descriptions needed.

mcp

A tool-based MCP server that generates and manages AI-powered clarifying questions for complex tasks, helping developers gather necessary technical details about architecture, stack, and deployment.

4 tools

mcp-subagents

A sophisticated orchestration server that provides a planning tool and recursive subagents for code, analysis, and research tasks with session-aware persistence.

7 tools

Roblox MCP Unified Server

Comprehensive Roblox development server with 8 tools for managing Lua/Luau scripts including creation, validation, backup/restore, and project management with SQLite storage and HMAC authentication.

mcp

A collaborative AI knowledge management server that connects AI applications to huuh.me, enabling users to manage knowledge bases, shared spaces, and AI personas.

10 tools

prompt-tuner-mcp-server

A comprehensive MCP server designed to refine, analyze, and optimize LLM prompts using multi-provider support (OpenAI, Anthropic, Google Gemini) and automated technique application.

4 tools

PBIXRay MCP Server

Enables LLMs to analyze and interact with Power BI (.pbix) files through PBIXRay capabilities. Provides access to data models, DAX measures, Power Query code, table relationships, and data contents with configurable tools and pagination support.

fda-taiwan-mcp

A specialized MCP server for querying the Taiwan FDA drug database, allowing users to search drug metadata and download official PDF package inserts with captcha handling support.

6 tools

BigVik193-reddit-ads-mcp

Manage Reddit advertising across accounts, campaigns, ad groups, posts, and ads. List accounts, fu…

arjunkmrm-clock

An MCP server specialized in clock functionalities and timezone exploration. It allows users to check current times and browse world timezones by geographical region.

1 tool

mcp-server-airbnb

A comprehensive Airbnb search and listing analysis server that provides detailed property information, real-time availability searching, and advanced filtering capabilities through the Model Context Protocol.

2 tools

arXiv

MCP (Model Context Protocol) Server. Integrates with arXiv to enable searching and retrieving academic papers with structured data about scientific publications

cua-mcp-server

An agentic MCP server for CUA Cloud that enables autonomous vision-based desktop automation across Linux, Windows, and macOS virtual machines.

9 tools

scribe_mcp

A documentation governance server that provides AI agents with tools for structured logging, document lifecycle management, and architectural drift detection using SQLite or PostgreSQL backends.

11 tools

polymarket-mcp

A specialized MCP server for large-scale agentic integration with the PolyMarket API, providing smart tools for searching, navigating, and filtering prediction market events with in-memory caching.

mem0_mcp_private

A specialized MCP server that integrates the Mem0 Memory API, enabling LLMs to store, search, and manage long-term persistent memories for users and agents.

9 tools

mcp-nano-banana

A Model Context Protocol server that integrates Google Gemini's advanced image generation and editing capabilities directly into Claude, supporting text-to-image, image manipulation, and complex multi-image compositions.

3 tools

bachai-bin-ip-checker

A specialized toolset for fraud prevention that identifies card details from BIN numbers and provides IP address lookups to verify transaction security.

3 tools

Agent MCP Weather Template

A template MCP server that provides weather forecasting functionality by fetching current and hourly temperature data from the Open Meteo API for any given latitude and longitude coordinates.

FI-MCP

Provides AI assistants with access to 30+ validated financial independence calculation functions, eliminating hallucinations by ensuring accurate calculations for retirement planning, CoastFI, investment returns, and other FI metrics.

brain-mcp-server

An MCP server that provides tools for capturing, managing, and searching personal thoughts and knowledge entries through a Brain service integration. It supports both standard local I/O and remote SSE transport with OAuth 2.0 security.

5 tools

impact-mcp-server

A specialized MCP server implementing the IMPACT Framework to help B2B companies systematically develop sharp positioning, unique value propositions, and effective messaging hierarchies.

8 tools

PubMed MCP Server

Enables searching and retrieving scientific articles from PubMed using NCBI E-utilities API with features like rate limiting and caching.

Remote MCP Server

A serverless implementation of Model Context Protocol server on Cloudflare Workers that allows users to deploy and customize AI tools without authentication requirements.