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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

MCP Accessibility Audit

Performs automated web accessibility audits following WCAG standards using axe-core and Puppeteer, generating detailed reports in Spanish with recommended solutions and code examples.

Draw.io Diagram Server

Generates professional Draw.io compatible diagrams (flowcharts, sequence diagrams, network diagrams, and custom diagrams) from natural language prompts, outputting XML files that can be opened directly in Draw.io.

jons-mcp-java

Provides Java development capabilities through Eclipse JDT.LS, enabling symbol navigation, code diagnostics, workspace searching, and Javadoc access across Java projects.

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.

KDB

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

@praise25/mcp-server-mysql

MCP server for interacting with MySQL databases based on Node

ChainGPT AI News MCP Server

A specialized MCP server providing access to real-time AI-related crypto and Web3 news across 40+ blockchains and 20+ categories via the ChainGPT API.

1 tool

mcacp

MCP-to-ACP bridge — let any MCP client drive ACP coding agents

Todoist MCP Server

Enables AI assistants to manage Todoist tasks, projects, comments, and labels through natural language commands. Provides complete CRUD operations securely via the Todoist REST API v2.

Dynamic Mockups

Enables AI assistants to generate product mockups by integrating with the Dynamic Mockups API. Supports browsing mockup catalogs, creating single or batch renders with design assets, and managing PSD templates.

Notes MCP Server

Personal note management server that enables creating, reading, updating, deleting, listing, and searching notes with support for titles, content, and tags.

e-Stat MCP

Enables access to Japan's official government statistics portal (e-Stat) API to search, retrieve, and analyze statistical data including census data, economic indicators, and demographic information across 17 statistical fields.

contract-scraper-mcp

An MCP server that scrapes verified smart-contract source code and ABIs across multiple blockchains.

MCP Server Builder

Provides searchable access to official MCP protocol specification and FastMCP framework documentation, helping developers build correct MCP servers by querying live documentation with BM25 full-text search.

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.

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.

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.

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.

Truecaller Data2 MCP Server

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

1 tool

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.

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.

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.

Zoopla MCP Server

Enables access to UK property listings, price estimates, agent information, and market data through the Zoopla API for searching properties for sale or rent with detailed filters and analytics.

Yakpdf MCP Server

Enables PDF generation from URLs or HTML strings through the Yakpdf API, allowing users to convert web content into PDF documents.

Auckland Transport MCP Server

Enables searching for Auckland public transport stops and retrieving real-time transit schedules and timetables using the Auckland Transport API with GTFS standardized data.

accelerators

Vector embeddings, CloudFormation generation, and OAuth validation tools.

YouTube Media Downloader

Enables comprehensive YouTube data access including video details, playlists, channels, comments, search, and subtitle operations through the YouTube Media Downloader API.

aifais-mcp-server

Headless document processing for AI agents. Invoice extraction, contract analysis, and Dutch business verification. Pay-per-use via X402 on Solana. No API keys needed.

Dexcom + Carb Search

Enables diabetes management by retrieving real-time glucose readings from Dexcom continuous glucose monitors and searching for carbohydrate content of foods to help make informed dietary decisions.

Autokirk MCP Server

Transforms business descriptions into structured AIS (Autokirk Interaction Standard) blueprints that organize operations, divisions, and AI opportunities using the Autokirk Founder Operating Format.