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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Readwise Enhanced

42

A unified MCP server that integrates Readwise Reader (v3) and Highlights (v2) APIs, featuring AI-powered text processing and context-optimized responses for efficient document and highlight management.

13 tools

MDB-MCP

42

Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.

Proxmox

42

An enhanced MCP server that enables AI assistants to fully manage Proxmox virtualization environments, including VM and LXC container lifecycles, cluster monitoring, and console command execution via OpenAPI integration.

17 tools

PDF Reader

42

A Python-based MCP server that enables extraction of text content from PDF documents located on local file systems or remote URLs using PyPDF2.

2 tools

pubmed-mcp-server

Needs Setup
42

A professional-grade MCP server for seamless PubMed integration, allowing AI agents to search, fetch metadata, analyze citation networks, and visualize biomedical literature data through the NCBI E-utilities API.

5 tools

scaled-mcp

42

A horizontally scalable Go-based MCP server implementation featuring an actor-based architecture and distributed session management via Redis for load-balanced deployments.

2 tools

agentic-developer-mcp

42

A development-focused MCP server that wraps OpenAI's Codex CLI to perform agentic, recursive repository analysis and code generation. It allows for automated cloning, branch management, and model-driven feature building directly within Git repositories.

2 tools

us-census-bureau-data-api-mcp

42

The official U.S. Census Bureau MCP server provides AI assistants with access to comprehensive demographic and economic statistics via the Census Data API and a local geography database.

4 tools

crawlbase-mcp

42

A robust web scraping MCP server that provides AI agents with real-time web data through JavaScript rendering, anti-bot protection, and structured output formats like Markdown and screenshots.

3 tools

ainovelprompter

42

The AI Novel Prompter MCP server provides direct access to story elements like characters, locations, and codex entries stored in a local versioned database for use within Claude Desktop conversations.

gnome-mcp-server

42

A GNOME-specific MCP server that allows AI agents to control the Linux desktop through window management, system settings, media controls, and personal data access.

10 tools

Buildkite

42

An official Model Context Protocol server that exposes Buildkite's CI/CD data, including pipelines, builds, jobs, and test results, to AI-powered development tools.

Abaqus/CAE GUI Automation

42

This MCP server enables AI agents to control an active Abaqus/CAE session via GUI automation, allowing for remote Python script execution and real-time message log retrieval on Windows systems.

2 tools

Kagi Search

42

A TypeScript-based MCP server that integrates Kagi Search to provide privacy-focused web search capabilities. It allows AI models to fetch real-time search results directly from the Kagi API.

1 tool

Domain Checker

42

A comprehensive domain research toolset utilizing free APIs to provide WHOIS data, DNS record retrieval, SSL certificate analysis, and expired domain discovery without requiring API keys.

MCP-Airflow-API

42

A comprehensive MCP server that enables natural language management of Apache Airflow clusters, supporting both API v1 (2.x) and API v2 (3.0+). It translates conversational queries into precise operations for DAG management, task monitoring, configuration control, and asset tracking.

39 tools

ai-software-architect

42

A robust framework for AI coding assistants to manage software architecture through ADRs, multi-perspective reviews, and a 'Pragmatic Mode' that prevents over-engineering.

6 tools

Linkup

42

A Python-based MCP server that integrates Linkup's AI-powered search API to provide real-time web search and information retrieval using natural language queries.

WhatsApp

42

A TypeScript-based MCP server that connects AI agents to personal WhatsApp accounts, enabling secure message searching, contact management, and communication via local SQLite storage.

6 tools

Voice Interface

42

A voice-enabled MCP server that provides real-time speech-to-text and text-to-speech capabilities through a local browser interface, supporting hands-free AI interactions and Whisper streaming local integration.

2 tools

youtube-mcp-server

42

A specialized MCP server for YouTube video analysis that provides comprehensive metadata extraction and high-quality speech-to-text transcription using OpenAI Whisper and Silero VAD.

2 tools

Alby Bitcoin Payments

41

Connect any Bitcoin Lightning wallet to an AI agent using Nostr Wallet Connect (NWC) to enable instant global payments, LNURL, and L402 functionality.

MCPApp

41

A Google Apps Script library for building and hosting MCP servers and networks, enabling Gemini and other MCP clients to interact with external data via GAS.

kanban-mcp

41

A specialized middleware that connects Large Language Models to Planka, enabling AI assistants to manage kanban boards, tasks, time tracking, and project organization.

mobile-dev-mcp-server

41

A comprehensive MCP server for mobile development that enables AI to control, manage, and automate Android devices and iOS simulators. It supports tasks ranging from app installation and file management to UI automation and system log retrieval.

29 tools

mcp-victorialogs

41

A specialized MCP server for VictoriaLogs that enables log querying, system statistics, and embedded documentation search through the Model Context Protocol.

13 tools

mcp_server_filesystem

41

A robust Model Context Protocol server that provides secure file operations and multi-project reference capabilities for AI assistants, featuring precise string-based editing and path validation.

10 tools

n8n-manager-for-ai-agents

41

An MCP server that allows AI agents to manage n8n automation workflows, including workflow CRUD operations, execution monitoring, and webhook triggering via the n8n API.

10 tools

lingti-bot

41

🚀 更适合中国宝宝体质的 AI Bot,让 AI Bot 接入更简单

CalDAV MCP

41

A CalDAV MCP server to expose calendar operations as tools for AI assistants.

2 tools