AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
A specialized MCP server for accessing Weibo data, enabling users to search for profiles, retrieve detailed user information, fetch social feeds, and monitor trending hot searches.
memory-mcp
Persistent memory + git snapshots for Claude Code. Never lose context or code.
devduck
Minimalist AI agent that fixes itself when things break.
Fusion-360-MCP-Server
Control Fusion 360 with any AI through Model Context Protocol (MCP)
mcp-browser-agent
A Model Context Protocol (MCP) integration that provides Claude Desktop with autonomous browser automation capabilities. This agent enables Claude to interact with web content, manipulate DOM elements, execute JavaScript, and perform API requests.
selvage
An LLM-based code review MCP server with AST-powered smart context extraction
GitHub Projects
MCP (Model Context Protocol) Server. Integrates with GitHub Projects to streamline Agile Sprint-based workflows, enabling project creation, task management, and sprint planning within the GitHub ecosystem.
Obsidian Semantic
A semantic MCP server for Obsidian that uses intelligent operations and contextual workflow hints to optimize AI-driven vault management and content editing.
Apache SeaTunnel
MCP (Model Context Protocol) Server. Interact with SeaTunnel through LLM interfaces like Claude.
MCPDocSearch
A toolset to crawl websites and generate Markdown documentation which is then made searchable via semantic vector embeddings within an MCP server, specifically optimized for Cursor integration.
Spring AI Accounts
MCP (Model Context Protocol) Server. Provides a Spring-based server for managing person and account data through lightweight H2 database querying with flexible retrieval capabilities by ID, nationality, and associated accounts.
kanban-mcp
A robust task management MCP server that implements a kanban system with SQLite storage and WIP limits to help AI agents maintain state across multiple sessions.
GibsonAI
AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI
Databricks
This MCP server enables AI agents to interact with Databricks Unity Catalog to explore data structures, analyze end-to-end lineage, and execute SQL queries. It optimizes metadata for LLM consumption, allowing agents to autonomously discover tables and understand business logic across notebooks and jobs.
sunnysideFigma-Context-MCP
A specialized MCP server that bridges Figma designs with AI workflows, enabling automated extraction of production-ready code, design tokens, and optimized assets directly from design files.
Frontend Review
A visual QA MCP server that uses vision AI models like Qwen2-VL to verify frontend UI changes by comparing before and after screenshots against edit requests.
PixVerse-MCP
The official PixVerse MCP server provides powerful AI video generation capabilities, including text-to-video, image animation, video extension, and advanced features like lip sync and sound effects.
1mcp
A sandboxed MCP server that enables agents to execute and chain multiple tool calls within a TypeScript/WASM runtime, significantly reducing token consumption.
sugar
Sugar provides an autonomous AI development loop that manages task queues, performs iterative coding via Claude Code, and handles GitHub integration for feature building and bug fixing.
mcp-server
A comprehensive collection of MCP servers for Huawei Cloud services, enabling AI agents to manage cloud resources like ECS, OBS, and VPC through standardized tools.
mcp-aoai-web-browsing
A Model Context Protocol server that enables Azure OpenAI models to perform web browsing and automation tasks using Playwright.
prompt-pro
Master AI prompting for business innovation. O'Reilly Live Learning course by Tim Warner covering ChatGPT, Claude, Copilot, and enterprise prompt engineering with MCP implementation.
Search Tools MCP Server
A sophisticated code analysis server that uses the CodeRank algorithm and ripgrep to provide importance-ranked search results, dependency mapping, and hotspot detection.
SUMO-MCP Server
A specialized MCP server connecting LLMs to the Eclipse SUMO traffic simulation engine, enabling automated road network generation, demand modeling, real-time TraCI control, and traffic signal optimization through AI agents.
Yamu (Unity Editor)
A specialized MCP server for Unity development that enables AI agents to trigger compilation and run tests directly within the Unity Editor. It facilitates automated edit-compile-debug cycles by providing real-time feedback and detailed error reporting.
Nostr
MCP (Model Context Protocol) Server. Bridges AI with the Nostr decentralized social network, enabling interaction with user profiles, posts, and Lightning Network payments through specialized tools for retrieving and analyzing social data.
HANA Cloud ML Bridge
A specialized MCP server that provides seamless SAP HANA database integration, allowing AI agents to perform schema exploration, SQL query execution, and data analysis using natural language.
YouTube Transcript
A Model Context Protocol server that retrieves and formats YouTube video transcripts including metadata like video titles, support for multiple languages, and automatic paragraph segmentation.
PRD Creator
MCP (Model Context Protocol) Server. Streamlines PRD creation and validation with TypeScript-based templates stored in SQLite, enabling product teams to generate consistent, high-quality documentation directly within conversations.
Media Crawler (Chinese Social Platforms)
A robust MCP server for systematic content extraction from Chinese social media platforms like Bilibili and Xiaohongshu, featuring visual login management and AI-optimized data output.