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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

WinBridgeAgent

Open-source Windows MCP server for AI assistants. File, clipboard, screenshot, process & power mgmt.

Databricks MCP Server

Enables AI assistants to interact with Databricks workspaces by hosting secure MCP prompts and tools on Databricks Apps. It allows users to execute Python-based tools using the Databricks SDK and manage prompts through simple markdown files.

Wayland MCP Server

A robust MCP server designed for Wayland Linux automation, enabling AI assistants to control mouse/keyboard inputs and analyze visual context using VLMs like Gemini or OpenRouter.

9 tools

Eigi.ai Voice Agents

Create and manage AI voice agents, real-time conversations, and analytics with eigi.ai

ThingsPanel MCP

An integration server that connects AI models with ThingsPanel IoT platform, allowing AI assistants to interact with IoT devices through natural language for device control, data retrieval, and management operations.

zhook-mcp-server

A comprehensive MCP server for managing Zhook webhooks and MQTT hooks, allowing AI agents to create hooks, inspect real-time events, manage data destinations, and monitor performance metrics.

18 tools

Markdown MCP Server

A server that provides HTTP API access to manage Obsidian Vaults and Markdown files, allowing users to access notes, statistics, links, templates, and search capabilities.

Alpha Vantage Stock Analysis MCP Server

Allows Claude and other MCP clients to access real-time and historical stock market data from Alpha Vantage API, including intraday and daily stock data with customizable intervals.

Reservation System MCP Server

A specialized MCP server that bridges AI models with WeChat Cloud Development to securely manage reservation data, including querying, status updates, and deletion of records.

3 tools

WarpGBM MCP Service

Provides GPU-accelerated gradient boosting model training and inference through a cloud service. Enables AI agents to train models on NVIDIA A10G GPUs and get fast cached predictions with portable model artifacts.

Igloo MCP

Enables AI assistants to interact with Snowflake databases through SQL queries, table previews, and metadata operations. Features built-in safety checks that block destructive operations and intelligent error handling optimized for AI workflows.

Learning Coach MCP Server

A personal AI Learning Coach that tracks learning progress and generates daily RAG-powered insights from RSS feeds, blogs, and Reddit using Groq and Supabase.

7 tools

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.

faithk7-gmail-mcp

A comprehensive MCP server for the Gmail API that enables standard operations for managing emails, threads, labels, drafts, and complex mailbox settings like filters and vacation responders.

65 tools

LLM Graph Builder MCP

A specialized MCP server that connects Claude to Neo4j to automatically transform unstructured content from URLs, PDFs, and YouTube transcripts into structured knowledge graphs.

1 tool

Anki MCP Data Bridge

A comprehensive Anki management bridge providing 18 tools for full CRUD access, card analysis, and batch operations to automate flashcard workflows via Claude.

19 tools

TikTok Unauthorized API Scraper

A comprehensive TikTok data scraper that provides unauthorized access to post analytics, user profiles, trending hashtags, and watermark-free download links across different countries.

10 tools

Synology Download Station MCP Server

A Model Context Protocol server that enables AI assistants to manage downloads, search for torrents, and monitor download statistics on a Synology NAS.

chuk-mcp-stage

A specialized MCP server for orchestrating 3D scenes, camera choreography, and physics-driven animations, bridging Rapier simulations with React Three Fiber and Remotion video rendering.

9 tools

MCP MAGMA Handbook Server

Provides AI assistants with semantic search access to the MAGMA computational algebra system handbook, enabling natural language queries for documentation, code examples, and explanations of MAGMA syntax and mathematical functions.

ComputeGauge MCP

Provides cost intelligence and a reputation scoring system to help AI agents optimize spending through smart model selection and local-to-cloud routing. It enables real-time cost tracking and rewards agents for making efficient, high-credibility decisions across various LLM providers.

Obsidian MCP Server

A server that enables AI agents to perform sophisticated knowledge discovery and analysis across Obsidian vaults through the Local REST API plugin, supporting complex multi-step workflows with advanced filtering and full content retrieval.

Source Parts MCP Server

Enables Claude to search and manage electronic components, PCB parts, and manufacturing services through direct access to the Source Parts API. Provides comprehensive product search, pricing, inventory checking, and parametric filtering capabilities for electronics procurement.

Cloud Tasks MCP Server

Enables interactions with Google Cloud Tasks queues and tasks through natural language, allowing users to list, manage, pause/resume queues and handle tasks via Claude Desktop.

Linear MCP Server

A Deno implementation that enables AI models to interact with Linear issue tracking functionality, supporting searching issues, reading details, updating, and commenting.

Claude MCP Servers

A toolkit for managing Claude desktop app extension configurations, enabling features like Brave search, file operations, Git/GitHub integration, shell access, web scraping, HTTP requests, AWS documentation search, and Obsidian note management.

MCP API Bridge Server

An MCP server that bridges Google Sheets, Azure AI, and MQTT APIs, providing tools to generate integration code for spreadsheets and AI chat, while offering direct IoT device management capabilities.

11 tools

Linear

A Linear integration for MCP that enables AI models to manage the full issue lifecycle, including creating, updating, searching, and commenting on tickets directly within their workflow.

5 tools

Job URL Analyzer MCP Server

A FastAPI-based microservice that analyzes job URLs and extracts detailed company information by crawling job postings and company websites, with data enrichment from external providers.

Obsidian MCP Server

Enables AI assistants like Claude to read, search, create, and manage notes in Obsidian vaults, with features for link analysis, tag management, daily notes, templates, and optional Google Calendar integration. Provides comprehensive vault operations including batch updates, backlinks discovery, and secure file management with path traversal protection.