AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
raku-mcp-sdk
Raku MCP SDK
med-paper-assistant
🔬 AI-powered medical paper writing toolkit — from PubMed search to Word export, all inside VS Code
Bridge MCP
A comprehensive automation bridge that grants AI full control over Windows systems, enabling GUI interaction, browser automation via Playwright, and shell command execution.
NotebookLM MCP Server
Enables interaction with Google's NotebookLM through natural language to create and manage notebooks, add sources from URLs/YouTube/Drive, perform AI-powered research and analysis, and generate audio overviews, videos, infographics, and slide decks from research content.
Unsloth
MCP (Model Context Protocol) Server. Unsloth's MCP server optimizes large language model fine-tuning by reducing VRAM usage and training time, supporting 4-bit quantization and extended context length for models like Llama, Mistral, and Phi.
agoragentic
Agent-to-agent marketplace. Browse, invoke, and pay for AI services in USDC on Base.
Arbitrum
A comprehensive MCP server for monitoring and interacting with Arbitrum Nitro nodes, offering real-time visibility into batch posting, assertions, gas prices, and node health across core and Orbit chains.
GCP
A comprehensive MCP server for managing Google Cloud Platform resources including Compute Engine, Cloud Run, BigQuery, and Storage through a standardized interface.
Israel Statistics (CBS)
A specialized MCP server for accessing the Israeli Central Bureau of Statistics (CBS) API, enabling programmatic retrieval of CPI, housing indices, and economic calculations with built-in support for bi-monthly data handling.
bitbucket-automatic-pr-reviewer
🤖 Automated PR reviews using Claude CLI with Bitbucket webhooks. Features sequential processing, MCP integration, Prometheus metrics, and secure webhook validation. Perfect for teams wanting AI-powered code reviews without API costs.
macOS GUI Control MCP
A comprehensive macOS automation server that enables AI models to control mouse, keyboard, and windows, capture screen data, and execute shell or AppleScript commands with built-in safety filters against destructive operations.
rakitui-ai
🎨 Intelligent UI component design selection tool built on Model Context Protocol (MCP). Compare 3 designs with automatic CSS framework detection, adaptive layouts, and real-time selection. Perfect for design systems and A/B testing.
NocoDB MCP Server
A comprehensive MCP server that enables AI agents to manage NocoDB databases through full CRUD operations, schema management, advanced querying, and file attachment handling.
Digikala MCP Server
A specialized MCP server for intelligent product discovery on Digikala, providing bilingual search optimization, Iranian currency handling (Toomans), and semantic search for fashion items.
SharePoint MCP Server
A comprehensive MCP server that enables browsing and interacting with Microsoft SharePoint sites, allowing users to search files, list document libraries, and retrieve document content via the Microsoft Graph API.
MCP PDF
A robust PDF intelligence platform offering over 40 tools for AI-powered text extraction, table analysis, OCR, and document health assessment. It features multi-library fallbacks for high reliability and supports direct processing of web-based PDFs via URL.
Imagenx MCP Server
A comprehensive AI-powered multimedia server for generating and processing images and videos using providers like Doubao and Aliyun. It supports text-to-media generation, detailed image editing, and visual content analysis through the Model Context Protocol.
Prompt Ops MCP
A specialized MCP server that employs meta-prompting techniques and a two-turn workflow to transform basic instructions into high-quality, structured prompts for LLMs.
Perplexica MCP Server
Enables AI-powered specialized searches via a local Perplexica instance, supporting diverse focus modes like academic, web, and social media search with conversation history.
e-Gov Law MCP Server
A high-performance MCP server for the Japanese e-Gov Law API, featuring intelligent abbreviation recognition, batch processing, and a multi-tier caching system for efficient legal research.
Google Tasks MCP Server
A Google Tasks MCP server that allows AI assistants to manage task lists, including creating, searching, updating, and clearing tasks via OAuth2 authentication.
par5-mcp
A workflow automation server that enables parallel execution of shell commands and AI coding agents across customizable lists of items with real-time streaming output.
Nano Banana MCP Server
A specialized MCP server for Google Gemini Flash 2.5 that enables text-to-image generation, natural language image editing, and multi-image composition with built-in batch processing.
gitstandup
Generate daily standup notes from git commits across multiple repositories with AI summaries.
Bitcoin-MCP-Server
The first MCP Server dedicated to Bitcoin ecosystem
agentgate
Approval workflows for AI agents
Claude Habitat
An MCP server that provides persistent project context, workflow management, and knowledge capture for AI coding agents. It enables agents to maintain structured memory across sessions by tracking project profiles, conventions, skills, and technical debt.
DateTime
MCP (Model Context Protocol) Server. Provides datetime tools for retrieving current time in various timezones, listing available timezones, and accessing datetime resources through URIs, enabling accurate and flexible time-related functionalities across different geographical regions.
Oraichain Blockchain
MCP (Model Context Protocol) Server. Enables AI interaction with the Oraichain blockchain for querying wallet balances, executing transactions, and retrieving blockchain data through a TypeScript implementation using CosmJS and Server-Sent Events.
Interactive Shell MCP
A robust MCP server providing interactive shell sessions with full terminal emulation (PTY), enabling LLMs to run persistent commands and manage interactive programs like vim or htop.