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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

HAP MCP Server

A Model Context Protocol server that provides seamless integration with Mingdao platform APIs, enabling AI applications to perform operations like worksheet management, record manipulation, and role management through natural language.

Qwen3-Coder MCP Server

Integrates the Qwen3-Coder 30B parameter model with Claude Code through 5 specialized tools for code review, explanation, generation, bug fixing, and optimization. Optimized for 64GB RAM systems with advanced performance settings including flash attention and parallel processing.

Home Assistant MCP Server

Enables AI agents to control and monitor Home Assistant smart home devices through natural language interactions. Supports device control, entity state monitoring, history access, and automation generation with both MCP protocol and standalone HTTP REST API modes.

MCP Server for Google Cloud Healthcare API

MCP Server for Google Cloud Healthcare API enables Agentic AI for a variety of FHIR-based digital health solutions, from smarter clinical workflows for Health Systems to Pre-Auth frameworks for Payers!

MCP Google Workspace

A comprehensive MCP server providing full CRUD operations for Google Calendar, Contacts, and Gmail via OAuth2, enabling AI agents to manage schedules, directories, and email communications.

26 tools

OrgBrain MCP Server

A comprehensive analysis server that extracts and queries cross-repository knowledge including type definitions, service dependencies, and infrastructure configurations. It generates architectural diagrams and identifies shared data contracts across large developer organizations.

21 tools

ainative-zerodb-mcp-server

A comprehensive enterprise-grade MCP server for ZeroDB providing vector search, persistent agent memory, NoSQL and PostgreSQL operations, and quantum vector compression. It features 69 complete operations covering file storage, RLHF collection, and advanced database management.

70 tools

AWS Terraform MCP Server

A containerized Model Context Protocol server that enables using natural language to develop AWS infrastructure with Terraform, offering best practices guidance, security scanning with Checkov, and access to AWS provider documentation.

MCP Work History Server

A Model Context Protocol server that enables AI tools to automatically log their activities with detailed metrics like timestamps, token usage, and costs into daily markdown worklog files.

social-research-mcp

An MCP server for cross-platform social media research that enables scraping, semantic search, and analysis across seven major social platforms. It uses Apify for data retrieval and stores results in a local database for AI-powered trend detection and profile analysis.

rug-munch-mcp

Crypto risk intelligence: 19 tools for rug pull detection, AI forensics, and token analysis.

Vimeo MCP Server

Provides a Multi-Agent Conversation Protocol server for interfacing with the Vimeo API, allowing agents to interact with Vimeo's video platform services through natural language.

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.