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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

@praise25/mcp-server-mysql

MCP server for interacting with MySQL databases based on Node

KDB

Gives your AI the super power of traveling back in time to find what went wrong and fix the bug timeline.

f0_make_randomvalues MCP Server

Enables random number generation with statistical analysis, CSV data storage, and data visualization capabilities. Provides interactive prompts for creating test datasets, analyzing data quality, and managing reproducible random data workflows.

DriftOS MCP Server

Enables intelligent semantic conversation routing that automatically branches, maintains, and routes between conversation topics instead of relying on entire conversation histories for context.

OSRS MCP Server

MCP Server for interacting with Old School RuneScape Wiki API and game data files, providing tools to search the OSRS Wiki and access game data definitions through the Model Context Protocol.

Oblique Strategies MCP Server

Access the classic Oblique Strategies card deck by Brian Eno and Peter Schmidt to overcome creative blocks with lateral thinking prompts, featuring multiple historical editions and programming-specific adaptations.

3 tools

Rube

Rube is a Model Context Protocol (MCP) server that connects your AI tools to 500+ apps like Gmail, Slack, GitHub, and Notion. Simply install it in your AI client, authenticate once with your apps, and start asking your AI to perform real actions like "Send an email" or "Create a task."

PinePaper MCP Server

Enables AI assistants to create and animate graphics in PinePaper Studio using natural language, supporting text, shapes, behavior-driven animations, procedural backgrounds, and SVG export.

shopify-mcp-server-main

Consumer Rights Wiki MCP Server

Enables AI assistants to access the Consumer Rights Wiki, providing tools to search and retrieve information about modern consumer exploitation issues like privacy violations, dark patterns, and deceptive pricing practices.

mcp-openai-tools

LaTeX Resume MCP

A specialized MCP server for managing LaTeX resumes, allowing users to create, edit, and compile documents using templates with built-in PDF inspection and syntax verification.

15 tools

erpyai-netsuite-mcp

Azure DevOps MCP Server

Enables AI assistants to interact with Azure DevOps repositories and pull requests, including listing PRs, fetching diffs, adding comments, and performing automated code reviews.

Gloria AI

Real-time curated crypto news for AI agents with sentiment, recaps, and search.

n8n-fabric

Wraps n8n with an MCP server and vector storage to enable semantic search, management, and execution of automated workflows. It integrates with other tools to make workflows searchable and orchestratable within a larger automation ecosystem.

Reqable Capture Reader MCP Server

Enables AI assistants to query, filter, and analyze local HTTP capture records and REST API test data from the Reqable tool. It provides read-only access to inspect request/response details, headers, and statistics through natural language.

QRMint MCP

Generate styled QR codes with colors, logos, frames, and batch support

aidb

Truecaller Data2 MCP Server

Enables phone number identification and lookup using the Truecaller Data2 API to retrieve contact details and verification information.

1 tool

SuperiorAPIs

A dynamic MCP server that retrieves plugin definitions and OpenAPI schemas from SuperiorAPIs to auto-generate and register tools at runtime.

PDFSpark MCP

Convert HTML or URLs to PDF documents powered by Playwright

Notes MCP Server

Enables creating, managing, and searching Markdown notes with support for tags, timestamps, and full-text search. Includes AI prompts for analyzing and summarizing notes.

HackBridge

An MCP server that connects AI clients to a Linux terminal for real-time automated penetration testing and CTF challenge solving. It enables AI models to execute terminal commands and interact with offensive security tools like Nmap, SQLMap, and Gobuster.

Youtube138 MCP Server

Provides access to the Youtube138 API for searching videos, retrieving channel information, viewing comments, getting video details, and exploring trending content on YouTube.

mcp-observability-server

MCP server for querying logs from observability platforms with unified search and tracing

Blender MCP Server

Enables AI agents to control Blender 3D through 27 tools for scene manipulation, materials, modifiers, animation, and rendering, with native Python integration built in Rust.

Redbee

Redbee MCP server that provides support for interacting with Redbee API.

37 tools

Product Recommendation System

Enables semantic search and natural language product recommendations using ChromaDB vector store and Azure OpenAI embeddings. Supports multi-filter search by category, brand, and price with 8 specialized MCP methods for intelligent product discovery.

FPE Demo MCP

FF3 Format Preserving Encryption with authentication patterns for secure data protection in LLM workflows.

2 tools