AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
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.
n8n Video Compilation MCP Server
An MCP server that allows AI agents to orchestrate n8n workflows for automated video compilation, featuring smart query optimization and quality analysis.
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.
local-memory-mcp
Local Memory MCP Server - AI-powered persistent memory system for Claude Code, Claude Desktop, Gemini, Codex, OpenCode and other MCP-compatible tools
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.
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.
Australian Postcodes
A high-performance location utility server providing Australian postcode and suburb lookups with fuzzy matching, phonetic search, and geographic radius capabilities for AI assistants.
Mimir
A self-evolving engineering playbook system that provides AI assistants with structured access to development methodologies, automated work planning, and progress tracking.
YouTube MCP Server Enhanced
A robust MCP server for extracting video metadata, channel stats, and transcripts from YouTube using yt-dlp, featuring batch processing, engagement analysis, and intelligent caching.
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.
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.
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.
Usense Chinese Company Data
A comprehensive MCP server providing access to Chinese corporate data via Usense APIs, including registration details, investment records, legal litigation, and intellectual property information.
LLMling
A configuration-driven MCP server that enables declarative setup of custom environments including resource management, Python-based tools, and template-based prompts via YAML.
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.
AppSignal MCP
A Model Context Protocol server that integrates with AppSignal to fetch and search through application error and performance monitoring data.
AI Translation
A robust translation server that handles JSON internationalization files using AI providers like Gemini, OpenAI, and DeepSeek, featuring intelligent multi-file deduplication and structural preservation.
Obsidian Elite RAG MCP Server
Transform Obsidian vaults into AI-powered knowledge bases using a multi-layer RAG architecture that combines vector search with Graphiti knowledge graphs for advanced semantic retrieval and relationship mapping.
Tongyi Wanx
MCP (Model Context Protocol) Server. Enables image generation through Alibaba's Tongyi Wanx API, handling authentication, communication, and response formatting for applications requiring AI-generated visuals.
Temporal Cortex Calendar MCP
12 deterministic calendar tools — temporal context, scheduling, availability, and booking
Starknet MCP Server
A comprehensive MCP server for interacting with the Starknet blockchain, providing tools for querying blockchain data, resolving StarknetIDs, and performing token transfers.
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.
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.
GLM Vision
A Model Context Protocol server that enables AI assistants to analyze local or remote images using Z.AI's GLM-4.5V vision model with support for reasoning exposure and high token limits.
Sequential Thinking MCP Server
A specialized MCP server that facilitates structured, multi-step problem solving with support for thought revision, branching logic, and dynamic planning through a Streamable HTTP transport.
ToolBox
MCP (Model Context Protocol) Server. An AI-powered automation tool development platform.
grok-api-mcp
An MCP server that provides comprehensive xAI/Grok API documentation, allowing AI assistants to search bundled guides, fetch live documentation, and browse API endpoints or model specifications.
AGENTS.md
A project management MCP server that manages long-term AI context via AGENTS.md files, a structured Kanban system, and context-isolated subagents for complex tasks.
BrowserCat
A cloud-based browser automation server that allows LLMs to navigate websites, interact with page elements, capture screenshots, and execute JavaScript without local browser dependencies.
Swift SourceKit-LSP
An enterprise-grade MCP server integrating with SourceKit-LSP for advanced Swift static analysis, architecture pattern detection, and automated documentation generation.