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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

Weibo

31

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.

5 tools

memory-mcp

Needs Setup
31

Persistent memory + git snapshots for Claude Code. Never lose context or code.

devduck

31

Minimalist AI agent that fixes itself when things break.

Fusion-360-MCP-Server

31

Control Fusion 360 with any AI through Model Context Protocol (MCP)

mcp-browser-agent

31

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.

12 tools

selvage

31

An LLM-based code review MCP server with AST-powered smart context extraction

GitHub Projects

31

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

31

A semantic MCP server for Obsidian that uses intelligent operations and contextual workflow hints to optimize AI-driven vault management and content editing.

5 tools

Apache SeaTunnel

31

MCP (Model Context Protocol) Server. Interact with SeaTunnel through LLM interfaces like Claude.

12 tools

MCPDocSearch

31

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.

3 tools

Spring AI Accounts

31

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.

3 tools

kanban-mcp

31

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.

7 tools

GibsonAI

31

AI-Powered Cloud databases: Build, migrate, and deploy database instances with AI

10 tools

Databricks

31

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.

5 tools

sunnysideFigma-Context-MCP

31

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

31

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.

1 tool

PixVerse-MCP

31

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

31

A sandboxed MCP server that enables agents to execute and chain multiple tool calls within a TypeScript/WASM runtime, significantly reducing token consumption.

4 tools

sugar

31

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.

7 tools

mcp-server

31

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.

1 tool

mcp-aoai-web-browsing

31

A Model Context Protocol server that enables Azure OpenAI models to perform web browsing and automation tasks using Playwright.

1 tool

prompt-pro

31

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

31

A sophisticated code analysis server that uses the CodeRank algorithm and ripgrep to provide importance-ranked search results, dependency mapping, and hotspot detection.

7 tools

SUMO-MCP Server

30

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.

9 tools

Yamu (Unity Editor)

30

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.

2 tools

Nostr

30

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.

17 tools

HANA Cloud ML Bridge

30

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

30

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.

1 tool

PRD Creator

30

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.

17 tools

Media Crawler (Chinese Social Platforms)

30

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.

13 tools