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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Remote MCP Server (Authless)

A starter template for deploying remote MCP servers to Cloudflare Workers using the Server-Sent Events (SSE) transport. It allows developers to build and host custom tools that can be accessed by Claude Desktop and other MCP clients without authentication.

Moz Da Pa1 MCP Server

A specialized MCP server that interfaces with the Moz API to provide critical SEO metrics such as Domain Authority, Page Authority, and Spam Scores for website analysis.

1 tool

Gmail

MCP (Model Context Protocol) Server. Integrates with Gmail to enable reading, sending, trashing, and opening emails through OAuth 2.0 authentication for seamless email management workflows.

6 tools

MySQL MCP Server

A Model Context Protocol server that enables agents to execute SQL queries against a MySQL database, supporting operations like SELECT, CREATE TABLE, INSERT, UPDATE, and DELETE with results returned in JSON format.

GitHub MCP Server

Enables AI agents to interact with GitHub repositories through the GitHub REST API for managing files, issues, and repository metadata. It supports both read operations like searching code and write operations such as creating repositories and updating issue comments.

Edge TTS MCP

An MCP server that enables AI assistants to generate high-quality text-to-speech using Microsoft Edge's neural voices with adjustable rate, pitch, and volume.

1 tool

ALA API MCP Server

Enables interaction with the Atlas of Living Australia API to search and access 152+ million biodiversity records. Supports occurrence searches, spatial queries, bulk data downloads, and taxonomic data retrieval through natural language.

Greenlight

A visual status indicator that uses colored terminal backgrounds to signal an AI's progress, allowing users to monitor task completion from a distance.

3 tools

Todoist MCP Server Extended

Enables natural language task management with Todoist, supporting tasks, projects, sections, labels, smart search, and batch operations for efficient workflow integration with Claude and other MCP-compatible LLMs.

@seungmanchoi/app-publisher-mcp

MCP server for vibe coders - AI app icon generation, auto-resizing for iOS/Android, and store publishing automation

MCP Docs Server

Aggregates documentation from multiple sources (llms.txt format or web scraping) and provides semantic search capabilities using vector embeddings and hybrid search for each documentation source.

Jupiter Broadcasting Podcast Data MCP Server

Enables access to Jupiter Broadcasting podcast episodes through RSS feed parsing. Supports searching episodes by date, hosts, or content, retrieving detailed episode information, and fetching transcripts when available.

Satellite MCP Server

A specialized MCP server for satellite orbital mechanics that provides visibility predictions, TLE generation, and natural language processing for various orbit types and world cities.

9 tools

@wheeldrop/logbook

The flight recorder for your AI agents — search conversation logs across Claude Code, Codex, and Gemini CLI

Ybe Check

Ybe Check – security and compliance orchestrator for AI-generated repositories.

Brave Search

MCP (Model Context Protocol) Server. Integrates with Brave Search to enable web and local business searches with detailed information retrieval, including ratings, hours, and descriptions for both general queries and location-based data.

Dokploy MCP Server

Enables AI assistants to manage Dokploy deployments, including creating and deploying applications, managing databases, configuring domains with SSL, and monitoring application status through a standardized interface.

Webpage MCP Server

Enables querying and retrieving content from webpages by parsing sitemap.xml files and fetching HTML content from specified URLs. Includes rate limiting for abuse protection.

GitHub MCP Server

A robust GitHub integration for Claude Desktop that enables full repository management and git operations through natural language commands.

7 tools

Material UI MCP Server

Provides AI assistants with comprehensive access to Material UI documentation, components, and setup guides to build consistent and well-designed React applications.

6 tools

vibeindex-mcp

MCP server for Vibe Index - search Claude Code skills, plugins, and MCP servers

Car Deals Search MCP Server

Aggregates and searches used car listings from multiple sources (Cars.com, Autotrader, KBB) with price, mileage, dealer info, and optional CarFax-style filters (1-owner, no accidents, personal use).

Time MCP Server

A Cloudflare Workers-based MCP server that providing precise, ISO 8601-formatted current date and time information across any IANA timezone via a global edge network.

1 tool

MCP Screenshot Server

Enables LLMs to capture and analyze screenshots of your screen, windows, or regions with smart detection capabilities. Features natural language queries, automatic window targeting, and text enhancement for UI debugging and visual inspection.

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.

Cold Email Assistant

Automates cold email outreach for job applications by parsing job postings, generating personalized emails using AI, and sending them or saving as drafts in Gmail with resume attachments.

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.

AI & ML MCP Servers — Page 302 | MCP Hub