AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
MCP English Tutor
A professional 1-on-1 English tutoring server that enables AI assistants to provide oral practice, grammar correction, and vocabulary recommendations. It features specialized tools for generating conversation topics, tracking progress, and creating immersive role-play scenarios.
mcp-server-dns
MCP server for DNS lookups, reverse DNS, WHOIS, and domain checks — zero auth, zero config
Recash1 MCP Server
A specialized MCP server for accessing the Recash1 API, allowing users to search through product databases and retrieve comprehensive lists of product codes.
Shotter
Shotter is an MCP server for automating iOS Simulator interactions, allowing AI agents to perform UI actions like tapping and typing, manage device states, and execute complex YAML-defined navigation workflows.
Pulse MCP Server
Enables interaction with the Pulse usage-based billing platform to track metering events, manage customers, and generate invoices. It also supports managing products, payment links, and AI agent usage directly through MCP-compatible assistants.
ReadPDFx - OCR PDF MCP Server
ReadPDFx provides intelligent OCR and PDF processing by automatically detecting whether documents contain digital text or scanned images to apply appropriate extraction methods.
Jira MCP Server
An MCP server that enables interaction with the Jira API to retrieve time-tracking information. It allows users to fetch their logged work hours and specific task details for the current week.
SSE Calculator MCP Server
A stateful calculator server implementing the Model Context Protocol via Server-Sent Events (SSE) to provide real-time calculation operations and session history.
Contentful MCP Remote Server
An Express.js wrapper that exposes Contentful management capabilities as a remote MCP endpoint, allowing Claude Desktop to interact with Contentful via HTTP.
Robot Framework MCP Server
A Model Context Protocol server that enables generating and managing Robot Framework test automation with SeleniumLibrary, including test case generation, page object models, and advanced web testing capabilities.
Notion MCP Server SSE
A specialized MCP server that enables LLMs to interact with Notion workspaces via the Notion API using Server-Sent Events (SSE). It supports searching content, reading page details, and managing comments and pages through natural language.
GitLab Code Review MCP Server
An MCP server that enables AI assistants to perform comprehensive GitLab code reviews by managing merge requests, analyzing diffs, and creating draft comments.
Remote MCP Server (Authless)
A template for deploying remote MCP servers to Cloudflare Workers using Server-Sent Events (SSE). It provides a framework for developers to build and host custom tools that can be accessed by Claude Desktop and the Cloudflare AI Playground without authentication.
MM Query
A specialized tool for querying and comparing wholesale and retail product data from MM Mega Market Vietnam, featuring multi-store support and price transparency between B2C and B2B platforms.
tech-collector-mcp
A technical article aggregator and personal recommendation engine that fetches data from Qiita, Dev.to, NewsAPI, and Hacker News, provides AI summaries via Gemini, and syncs articles to Notion.
Digital Guitar Archive MCP Server
Enables AI assistants to search and retrieve records from the Digital Guitar Archive database using full-text search and field-specific filters. It provides tools for fetching detailed record information and listing historical source libraries.
Danube AI
Unified platform for AI tool discovery, execution, and integration across APIs and MCP servers.
Code Context Manager
An MCP server providing semantic code search and context management using vector embeddings to index Python, JavaScript, TypeScript, and SQL codebases.
Feedbucket MCP Server
A Model Context Protocol server that allows AI assistants to manage Feedbucket website feedback by listing, analyzing, commenting on, and resolving items.
API Health Check MCP Server
A specialized health monitoring server that tracks the availability and performance of local API endpoints with built-in timeout protection and detailed error reporting.
TasksMultiServer
A multi-interface task management system providing hierarchical project organization, DAG-based dependency tracking, and advanced search for both AI agents and human users.
Binance Cryptocurrency MCP
A specialized MCP server that provides real-time Binance cryptocurrency market data including prices, order books, historical trades, and candlestick patterns for AI agents.
Telegraph MCP Server (Python)
A toolset for the Telegraph publishing platform allowing users to manage accounts, create formatted pages using Markdown or templates, and export or backup content.
JPI MCP Server
A comprehensive MCP server for integration with Just Plan It (JPI), providing 69 tools for full CRUD and batch operations across jobs, tasks, resources, and scheduling templates.
LeanIX MTM MCP Server
A robust MCP server for LeanIX Multi-Tenant Management (MTM), offering 29 read-only tools to query workspaces, users, permissions, contracts, and audit events. It features comprehensive filtering, pagination, and secure OAuth 2.0 authentication for Enterprise Architecture management workflows.
MCP Gemini
MCP server for Google Gemini AI - text, image, video, research, and more
Washington Law MCP Server
Provides offline access to Washington State's Revised Code of Washington (RCW) and Washington Administrative Code (WAC) for AI agents. Enables fast retrieval, full-text search, and navigation of all Washington state laws through natural language queries.
capital-equipment
Search, book, and manage scientific research equipment across 500+ STEM core facilities.
Verge MCP Server
A complete MCP server for VergeCMS that allows AI assistants to perform full CRUD operations on blogs and articles via natural language, featuring secure browser-based OAuth-style authentication.
Boma MCP
An MCP server designed to manage meeting room reservations on the Boma platform. It allows users to check room availability, manage bookings, and access user profiles through natural language commands.