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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

PLTM MCP Server

2

Provides 78 tools for AGI experiments based on universal physics principles like entropy and criticality. It enables advanced long-term memory management, diversity-focused information retrieval, and meta-cognitive monitoring for self-improving AI systems.

Iconify-Icon

2

A comprehensive MCP server providing programmatic access to Iconify's database of over 200,000 open-source vector icons, featuring advanced search, icon set browsing, and framework-specific usage code generation.

4 tools

BigRack

2

MCP (Model Context Protocol) Server. Local-first project management server with task decomposition, dependency tracking, and vector-based context storage using SQLite and embeddings

wordpress-mcp

2

A comprehensive MCP server for managing WordPress and WooCommerce sites, enabling natural language control over posts, pages, media, theme templates, and e-commerce operations.

GitHub

2

A lightweight GitHub MCP server that enables AI agents to manage repositories, navigate file structures, create pull requests, and track issues via the GitHub API.

5 tools

Blender MCP Bridge

2

Enables remote control of Blender via the Model Context Protocol, allowing users to execute Python scripts, query scene data, and generate 3D models from images. It provides a bridge for AI clients to interact directly with Blender's internal environment and automate 3D content creation.

Cloudera Machine Learning (CML) MCP Server

2

A standalone MCP server for Cloudera Machine Learning (CML) that enables automated management of data science projects, job scheduling, file operations, and ML runtime environments.

17 tools

YC CSS UI

2

A specialized MCP server that leverages PostCSS and AI to diagnose and repair CSS layout issues, performance bottlenecks, and browser compatibility conflicts.

3 tools

Indian Stocks

2

MCP (Model Context Protocol) Server. Integrates with the Indian stock market API to provide financial data including trending stocks, IPO information, financial statements, historical statistics, mutual funds, and corporate actions for financial analysis and research.

Lookup-Modern-Chinese-Dictionary

2

A specialized tool for looking up word definitions in modern Chinese dictionaries, providing accurate linguistic data via a standardized interface.

1 tool

Pikud Haoref Alert System

2

A real-time emergency alert MCP server that provides AI assistants with live data from the Israeli Home Front Command (Pikud Haoref), featuring intelligent city matching and event-driven updates for rocket alerts, earthquakes, and other hazards.

3 tools

Amazon S3

2

MCP (Model Context Protocol) Server. Provides a bridge to Amazon S3 storage services for listing buckets, browsing objects, retrieving file contents, uploading, downloading, and deleting files directly from conversations.

Abuse.ch

2

A unified threat intelligence MCP server that validates and correlates security data across MalwareBazaar, URLhaus, and ThreatFox for files, URLs, domains, and IPs.

4 tools

Stack Exchange

2

MCP (Model Context Protocol) Server. Provides a bridge to Stack Exchange sites for searching and retrieving questions, answers, and tags with efficient caching and rate limiting for seamless technical information access.

9 tools

agentaudit

Needs Setup
2

Security scanner for AI packages — MCP server + CLI

bitbank-mcp-server

2

A specialized MCP server that integrates bitbank cryptocurrency exchange data with LLMs for advanced technical analysis, chart pattern detection, and automated SVG visualization.

5 tools

Hive

2

MCP (Model Context Protocol) Server. Integrates with the Hive blockchain to enable querying data, posting content, and managing accounts for content creation, social media automation, and blockchain analysis tasks.

17 tools

Gemini Email Subject Generator MCP

2

A tool that uses Google's Gemini Flash 2 model to automate email subject creation and send emails via SMTP, while also providing deep-reasoning text generation for brainstorming.

2 tools

Lean Mathlib 4 Documentation

2

Provides searchable access to Lean Mathlib 4 documentation, allowing users to find theorems, definitions, and mathematical constructs via regex-based queries.

1 tool

VMWare MCP

2

Enables AI agents to manage VMware vSphere infrastructure through 55 typed tools built on the govc CLI. It supports comprehensive operations including VM lifecycle management, snapshot control, datastore navigation, and networking configuration.

MCP Handoff Server

2

A specialized MCP server designed to facilitate seamless collaboration between AI agents through structured task handoffs, progress tracking, and automated documentation management.

6 tools

etphonehome-public

2

A remote access system using reverse SSH tunnels that allows AI agents like Claude to manage, explore, and execute commands on machines behind firewalls or NAT.

26 tools

Whissle

2

MCP (Model Context Protocol) Server. Integrates with Whissle's speech processing API to enable speech-to-text transcription with timestamps and speaker diarization, machine translation between languages, and text summarization using LLM models.

5 tools

Slack Notification MCP Server

2

A Model Context Protocol server that dynamically creates tools to send rich-formatted Slack notifications to specific channels via webhooks.

3 tools

SqlAugur

2

MCP server providing AI assistants with safe, read-only SQL Server access

PubMed MCP Server

2

A comprehensive MCP server providing access to NCBI's PubMed database of 36+ million citations, enabling advanced searching, citation management, and full-text retrieval from PubMed Central.

16 tools

Master MCP Proxy

2

A production-ready proxy server that aggregates multiple MCP backends into a single secure endpoint, offering unified tool discovery, OAuth authentication, and resilient routing.

CompText MCP Server

2

An MCP server providing access to the CompText DSL Codex in Notion, specifically designed for managing programming modules, KI-steering, and documentation through Claude and REST API.

7 tools

Local Mem0 MCP Server

2

A self-hosted memory layer for AI assistants that uses Mem0, Ollama, and pgvector to provide persistent, long-term context storage and retrieval completely offline.

7 tools

DeepSeek

2

MCP (Model Context Protocol) Server. Provides a bridge between AI assistants and DeepSeek's language models, enabling chat completion with automatic model fallback and context preservation through the DeepSeek API.