AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
Google Ads MCP Server (Fork with Write Tools)
Enables AI assistants to manage Google Ads accounts by providing tools for querying account data and performing write operations such as updating campaign budgets, statuses, and bidding strategies.
computeruseprotocol
Computer Use Protocol is a universal schema for AI agents to perceive and interact with any desktop UI.
Food402
An MCP server that enables AI assistants to order food from TGO Yemek by browsing restaurants, managing carts, and completing checkouts. It allows users to handle address selection and order tracking directly through natural language interactions.
DX MCP Server
Enables AI applications to interact with DX Data Cloud's Postgres database by formulating and executing SQL queries based on natural language input with user approval.
nucleus-mcp
The Universal Brain for AI Agents - Cross-platform memory sync for Cursor, Claude, Windsurf
K-Beauty
A specialized K-Beauty knowledge engine providing real-time web searches, AI-powered skin analysis from photos, and detailed ingredient insights for Korean skincare and cosmetics.
Deliberate Thinking
A Rust-based implementation of structured sequential thinking that enables AI models to perform complex problem-solving through iterative, revisable thought processes. It provides a framework for multi-step planning and dynamic course correction as analysis deepens.
Temporal Cortex Calendar MCP
12 deterministic calendar tools — temporal context, scheduling, availability, and booking
Grep
An MCP server that provides natural language and regex-powered text search by interfacing with the grep command-line utility. It features built-in pattern recognition for common searches like PII, network addresses, and various code constructs.
Pleasanter MCP Server
A robust MCP server for Implem.Pleasanter, enabling AI assistants to manage issues, perform advanced multi-site searches, and generate productivity analytics or project reports through natural language.
pic-standard
A specialized MCP server that implements the Provenance & Intent Contracts (PIC) standard to provide causal governance and evidence-based verification for agentic tool calls.
Web Search MCP
A high-performance web search and content extraction server that uses headless Chrome to scrape results from Google, DuckDuckGo, and Bing.
Attestix
AI agent identity, W3C credentials, EU AI Act compliance. 47 MCP tools.
productboard-mcp
A **complete** Model Context Protocol (MCP) server that provides comprehensive integration with the Productboard API. More than 40+ tools.
DotNET-Developer-AI-Setup
This repository contains a complete developer setup for .NET backend vibe coding with GitHub Copilot.
laravel-ascend
An MCP server for automating Laravel upgrades (versions 6-11), offering breaking change detection, dependency scanning, and a curated knowledge base of migration patterns.
telegram-notify-mcp
Send Telegram notifications from AI agents — text, photos, and documents.
Deephaven MCP
A powerful real-time data integration that connects AI assistants to Deephaven live dataframes, enabling streaming data analysis, remote script execution, and multi-environment management for both Community and Enterprise deployments.
Spire.Doc MCP Server
An MCP server that enables AI agents to create, manipulate, and convert Word documents without Microsoft Word installed. It supports 18 tools for paragraph/table management, document security, and high-fidelity conversion to formats like PDF, HTML, and Markdown.
Paparats
Semantic code search for AI coding assistants. Local Qdrant, multi-repo, no API keys.
Unreal Engine Knowledge Graph MCP Server
A Neo4j-powered knowledge graph server for Unreal Engine documentation that enables deep relationship discovery, bilingual concept mapping, and intelligent learning path exploration.
Tribal (Error Knowledge Base)
MCP (Model Context Protocol) Server. Stores and retrieves programming error knowledge through vector similarity search, enabling development teams to build a shared database of errors and solutions.
servicenow-mcp
The most comprehensive ServiceNow MCP server. 17 tools for full CRUD, CMDB graph traversal, background scripts, ATF testing, and more.
DrissionPage MCP Server
A professional browser automation server that enables MCP clients to perform structured web navigation, element interaction, and data extraction using the high-performance DrissionPage framework.
NotebookLM MCP
Integrates Google NotebookLM into Claude to allow users to manage notebooks, add sources, and generate diverse content like podcasts, slides, and reports. It enables natural language interaction with notebook sources across Claude Desktop and Claude Code.
ICE Locator MCP Server
A specialized MCP server that enables AI-powered natural language searching for ICE detainee locations, supporting bulk operations, multi-lingual queries, and the generation of legal reports.
mermaid-live-mcp
Interactive Terminal MCP
A stateful terminal MCP server that enables LLMs to maintain persistent interactive sessions with shells, debuggers, and REPLs, preserving context across multiple command executions.
MCPGex
A specialized MCP server for systematic regex development, allowing LLMs to define test cases, validate patterns, and iteratively refine regular expressions until all requirements are met.
MCP-native URL security scanner that protects AI agent workflows.
Analyzes threats and verifies URLs align with the agent's intended goal.