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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

gitea-mcp

An MCP server providing comprehensive Gitea API coverage with 186 tools for managing repositories, issues, pull requests, and CI/CD workflows. It enables autonomous AI agents to perform complex development and administrative tasks directly through a Gitea instance.

MCP Trade Plan Service

A minimal REST service designed for managing and executing automated trading plans. It enables users to create, monitor, and close trade positions with detailed configurations for signals, entry rules, and take-profit strategies.

jobs-mcp

Enables searching for job opportunities across multiple platforms like Upwork, RemoteOK, and GitHub while automatically generating tailored application proposals based on keyword scoring. It includes tools for scanning all sources simultaneously and managing a professional profile for quick reference during applications.

mcp-ninjaone

An MCP server that connects AI assistants to the NinjaOne remote monitoring and management platform via the REST API v2. It provides tools for device inventory, organization management, alert handling, maintenance scheduling, and automated job execution.

USCardForum MCP Server

Enables interaction with USCardForum.com, a Discourse-based community for US credit cards and miles. Provides 22 tools for discovering topics, reading posts, researching user profiles, and managing authenticated actions like notifications and bookmarks.

Hookmark MCP Server

Provides full access to Hookmark on macOS, enabling users to create and manage bidirectional links between files, URLs, emails, and notes. It supports searching bookmarks, connecting items, and retrieving links from active applications through natural language.

Magento MCP Server

Enables AI assistants to manage Adobe Commerce and Magento 2 instances through business-level tools for catalog, promotions, CMS, and SEO. It features secure OAuth 1.0 authentication, safety guardrails for bulk operations, and built-in diagnostic reports for store health.

mcp-server

18 trust tools for AI agents — verify, score, route, compare, and delegate with confidence.

Proxy Doctor

Diagnose proxy misconfigurations that break AI coding tools (Cursor, VS Code, Windsurf)

mcp-eu-ai-act

EU AI Act compliance MCP server. Scans AI codebases, classifies risk, provides remediation guidance.

analog-mcp

Query real-time US data and AI-analyzed attributes across the country.

dgmo-mcp

Render 29 diagram and chart types to SVG/PNG with browser preview and HTML reports.

payclaw

Virtual Visa cards for AI agents. JIT card issuance, human-approved, MCP-native.

Magic MCP Local

A local-first MCP server for generating production-ready React UI components entirely offline without requiring API keys or configuration. It provides tools to search, list, and create over 30 types of components including buttons, forms, and layout elements.

Sketch MCP Server

Provides a collaborative SVG canvas that allows Claude to create, read, and manipulate graphics in real-time through a browser-based Fabric.js editor. It enables seamless bidirectional interaction between the AI and user for visual tasks like UI prototyping, diagramming, and template management.

SovietRepublic-MCP

An MCP server that exposes live game data from Workers & Resources: Soviet Republic to Claude by parsing game autosave files. It enables users to monitor population demographics, economic metrics, and trade history through natural language queries.

graph-polymarket-mcp

An MCP server that enables querying Polymarket prediction market data through The Graph subgraphs. It provides tools for accessing market stats, trader P\&L, user positions, and orderbook activity using AI agents.

John Deere Operations Center MCP Server

Enables interaction with the John Deere Operations Center to browse organizations, field details, and agricultural operation data. It utilizes a Cloudflare Workers architecture with an integrated OAuth proxy for secure access via any MCP-compatible client.

Design Inspiration MCP Server

Searches top design platforms like Dribbble and Behance to provide UI inspiration, color palettes, and layout patterns via the Serper API. It allows users to retrieve visual references, articles, and style guides directly within any MCP-compatible client.

delegations-mcp

An MCP server that exposes a library of delegation prompts to orchestrate tasks between a primary LLM and specialized sub-agents. It enables the execution of self-contained, bounded tasks with built-in support for configuration discovery and project-specific delegation libraries.

MCP Healthcare Server

Provides real-time access to medical data including drug interactions, ICD-10 codes, FDA adverse event reports, and clinical guidelines. It enables LLMs to query databases like openFDA, PubMed, and CMS for pharmaceutical and clinical information.

Slack Max API MCP

An MCP server that provides comprehensive access to the Slack Web API, enabling AI agents to search messages, manage channels, and create canvases. It features 13 core tools and over 300 dynamic methods for complete automation of Slack workspace operations.

mcp-telegram

An MCP server that wraps the Telegram Bot API into semantic tools for LLM agents, supporting multi-bot management for sending and receiving messages. It enables agents to send text, photos, and documents, as well as fetch recent updates from multiple configured Telegram bots.

FilesystemMCP

A local, customizable MCP server for filesystem access that extends the official Anthropic implementation with additional tools and functionality. It enables users to securely read, write, edit, and manage files and directories within specific allowed local paths.

AgentPay

MCP server for AgentPay — the payment gateway for autonomous AI agents. Fund a wallet once, give your agent the key, and it discovers, provisions, and pays for tool APIs on its own. One key, every tool.

MCP Appointment Booking Server

An MCP server that enables users to book, cancel, reschedule, and list appointments through natural language interactions. It uses YAML configurations for agent behavior and function logic to manage appointment data and availability.

MCP Local Database Server

Enables task management through a local MySQL database, supporting full CRUD operations and automated tracking of status transitions. Users can create, search, and update tasks while maintaining a detailed progress history for all activities.

Levels of Self

Provides access to thousands of interactive self-awareness scenarios, behavioral archetypes, and breakthrough exercises from the Levels of Self development game. It enables AI assistants to guide users through pattern recognition and developmental coaching across seven levels of self-awareness.

Omni-MCP

A universal resource server that enables AI models to mount local folders, scrape web pages into Markdown, and query SQLite databases without writing code. It features a real-time TUI dashboard and persistent configuration for managing diverse knowledge sources.

Wikipedia MCP Server

Provides Claude with real-time access to Wikipedia through four essential tools: search articles, get full content, retrieve summaries, and find related articles. Enables comprehensive Wikipedia research workflows with structured data access and no API keys required.