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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

mcp-rquest

42

A powerful HTTP client server that provides browser-like request capabilities with TLS/JA3/JA4 fingerprinting and automatic conversion of HTML/PDF content to LLM-friendly Markdown.

12 tools

xclaude-plugin

42

A comprehensive iOS development plugin for Claude Code featuring 24 tools for Xcode automation, Simulator lifecycle management, and IDB-powered UI interaction across 8 specialized MCP servers.

24 tools

mcp-server-arangodb

42

A TypeScript-based MCP server that enables seamless interaction with ArangoDB, supporting AQL queries, document CRUD operations, and collection management through Model Context Protocol.

7 tools

Python Dependency Manager Companion

42

MCP (Model Context Protocol) Server. Streamlines Python package management workflows by providing tools for dependency installation, virtual environment management, and project setup through natural language commands.

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

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

Yuque

42

A Model Context Protocol server for the Yuque knowledge base, enabling AI models to perform document CRUD operations, full-text searches, and access team analytics/statistics.

13 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

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

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

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.

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

MDB-MCP

42

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

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.

GraphQL Schema

42

A specialized MCP server that allows AI models to explore and understand GraphQL schemas through tools for querying operations, looking up type definitions, and pattern matching.

10 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.

NotebookLM

41

A professional MCP server for Google NotebookLM that automates browser interactions using Selenium to facilitate chat messaging, document analysis, and session management.

8 tools

SEO AI (Google Ads Keyword Planner)

41

MCP (Model Context Protocol) Server. Integrates with Google Ads Keyword Planner API to enable SEO research, SERP analysis, and competitor analysis through a Node.js Express server deployable via Docker or Smithery.

4 tools

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.

AI Memory

41

A production-grade semantic memory server using PostgreSQL and pgvector to provide AI agents with long-term memory, featuring graph relationships, automatic clustering, and background processing.

17 tools

Gmail

41

A comprehensive MCP server providing full Gmail API coverage for managing emails, threads, labels, and extensive account settings including filters and S/MIME.

65 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

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