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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

@toggletown/mcp-server

ToggleTown MCP server — manage feature flags, rollouts, targeting rules, and A/B experiments from any AI assistant

gmail-mcp

A Model Context Protocol server that enables full management of Gmail accounts, including messages, threads, labels, and drafts. It leverages the Gmail API to allow searching, sending, and organizing emails via secure OAuth2 authentication.

gcal-mcp

A Google Calendar MCP server that provides comprehensive tools for managing calendars, events, and settings using OAuth2 authentication via the Dedalus framework. It enables users to perform operations such as event scheduling, searching, and free/busy queries through natural language interfaces.

Memory MCP Server

Enables persistent storage and retrieval of user preferences, context, and decisions across AI sessions using a structured JSON-based memory system. It provides tools for storing, searching, updating, and managing memories organized by namespaces and tags.

mcp-server-s3

MCP server for AWS S3 — list buckets, browse objects, upload/download files, and generate presigned URLs from your IDE

Ticket MCP Server

Enables AI agents to manage a file-backed ticketing system directly within a local repository using a structured state machine and directory hierarchy. It enforces strict markdown schemas and provides specialized tools for claiming tasks, appending work logs, and validating ticket metadata.

BLOT Nado MCP Server

Enables perpetuals trading on the Nado DEX via the Ink chain, featuring multi-wallet management and market data access. It supports automated strategies like pair trading and basis farming while earning DRIP rewards for all trades.

agent-orchestration

A multi-agent runtime that coordinates six specialized agents through a typed artifact pipeline with 41 RPC methods. It features dynamic autonomy levels and context sufficiency scoring that adjust agent behavior based on the operator's state and task requirements.

mcp-server-markdown

MCP server for markdown files — search, extract sections, list headings, find code blocks across your docs directory

mcp-server-scraper

MCP server for web scraping — extract clean markdown, links, and metadata from any URL. Zero auth. Free alternative to Firecrawl.

mcp-docker-server

MCP server for Docker — manage containers, images, volumes, and compose services from your IDE

metaso-search-mcp

秘塔搜索 MCP 服务器 - 提供多维搜索、网页读取、智能问答功能

mcp-activedirectory

Provides AI assistants with unified access to on-prem Active Directory via LDAP and Azure AD / Entra ID through the Microsoft Graph API. It enables comprehensive management and search of users, groups, computers, and cloud devices using 18 specialized tools.

vtimestamp-mcp

Enables AI agents to verify document timestamps and list all recorded proofs on the Verus blockchain using a VerusID. It queries public Verus RPC endpoints to facilitate hash verification without requiring API keys or authentication.

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.

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.

mcp-server-agent-analytics

Track AI agent fleet performance, costs, anomalies, and trends.

Vox MCP

Multi-model AI gateway — 8 providers plus local models, no system prompt injection.

Google Drive MCP Server

Enables read-only access to multiple Google Drive accounts simultaneously through secure service account authentication. Supports listing, searching, and extracting content from Google Workspace documents, spreadsheets, and text files.

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.