AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
mcp-rquest
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.
xclaude-plugin
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.
mcp-server-arangodb
A TypeScript-based MCP server that enables seamless interaction with ArangoDB, supporting AQL queries, document CRUD operations, and collection management through Model Context Protocol.
Python Dependency Manager Companion
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
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.
Abaqus/CAE GUI Automation
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.
Yuque
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.
ai-software-architect
A robust framework for AI coding assistants to manage software architecture through ADRs, multi-perspective reviews, and a 'Pragmatic Mode' that prevents over-engineering.
PDF Reader
A Python-based MCP server that enables extraction of text content from PDF documents located on local file systems or remote URLs using PyPDF2.
Readwise Enhanced
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.
scaled-mcp
A horizontally scalable Go-based MCP server implementation featuring an actor-based architecture and distributed session management via Redis for load-balanced deployments.
agentic-developer-mcp
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.
us-census-bureau-data-api-mcp
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.
crawlbase-mcp
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.
ainovelprompter
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
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.
Buildkite
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
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.
MDB-MCP
Multi Debugger MCP server that enables LLMs to interact with GDB and LLDB for binary debugging and analysis.
Domain Checker
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
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.
Alby Bitcoin Payments
Connect any Bitcoin Lightning wallet to an AI agent using Nostr Wallet Connect (NWC) to enable instant global payments, LNURL, and L402 functionality.
NotebookLM
A professional MCP server for Google NotebookLM that automates browser interactions using Selenium to facilitate chat messaging, document analysis, and session management.
SEO AI (Google Ads Keyword Planner)
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.
MCPApp
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
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
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.
Gmail
A comprehensive MCP server providing full Gmail API coverage for managing emails, threads, labels, and extensive account settings including filters and S/MIME.
n8n-manager-for-ai-agents
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.
mcp-victorialogs
A specialized MCP server for VictoriaLogs that enables log querying, system statistics, and embedded documentation search through the Model Context Protocol.