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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

bear-notes-mcp

20

MCP server for Bear app - Full Read + Write AI-powered note management with Claude Desktop

29 tools

Moondream

20

MCP (Model Context Protocol) Server. Provide image analysis capabilities including captioning, object detection, and visual question answering for applications like content moderation and visual search.

1 tool

Database Connections

20

A robust TypeScript-based MCP server that provides a unified interface to interact with SQLite, PostgreSQL, SQL Server, and MongoDB databases using both standard I/O and SSE modes.

4 tools

Taiga

20

MCP (Model Context Protocol) Server. Integrates with Taiga project management platform to enable direct control over projects, epics, user stories, tasks and issues without context switching

6 tools

Zotero

20

MCP (Model Context Protocol) Server. Integrates with Zotero to enable searching papers, managing notes, and interacting with local libraries for enhanced research workflows and library management tasks.

Web Research

19

Provides comprehensive web research capabilities by combining Google search results with Playwright-powered webpage content extraction and screenshot capture.

3 tools

Bucket (Feature Flagging)

19

A suite of TypeScript SDKs and tools for integrating feature flags into React, Vue, Node.js, and OpenFeature-compatible applications.

LangExtract

19

A specialized MCP server that leverages Google's Gemini models and LangExtract library to perform structured data extraction from unstructured text and URLs with precise source grounding.

4 tools

LinkedIn Data API

19

MCP (Model Context Protocol) Server. Integrates with LinkedIn Data API to fetch, analyze, and search posts by username, keywords, date ranges, and engagement metrics for social media analysis and content strategy development.

5 tools

Kubernetes Audit Logs

19

An MCP server that provides unified access to Kubernetes audit logs across Alibaba Cloud SLS, AWS CloudWatch, and Google Cloud Logging, enabling AI agents to investigate cluster activity and resource changes.

3 tools

MCP YouTube Intelligence

19

An MCP server for intelligent YouTube video analysis that provides token-optimized summaries, sentiment analysis, and entity extraction from transcripts. It enables AI assistants to perform video reporting, channel monitoring, and comprehensive YouTube searches through structured data tools.

balldontlie-mcp

19

An MCP Server implementation that integrates the Balldontlie API, to provide information about players, teams and games for the NBA, NFL and MLB

4 tools

Rowan MCP Server

19

A comprehensive computational chemistry MCP server that provides professional-grade molecular design tools, including pKa calculations, docking, geometry optimization, and protein cofolding.

41 tools

Offensive Security Toolkit

19

MCP (Model Context Protocol) Server. Provides cybersecurity professionals with penetration testing capabilities through specialized servers for payload generation, reconnaissance, shellcode building, and security monitoring.

Fabric MCP Server

19

An MCP server that exposes Fabric patterns as tools for Cline, enabling AI-driven pattern execution directly within Cline tasks.

Jimeng AI Multimodal MCP

19

A comprehensive MCP server for Volcano Engine's Jimeng AI, offering powerful multimodal capabilities including text-to-image, text-to-video, and image-to-video generation with asynchronous task management.

5 tools

Gemini CLI Orchestrator

19

A metaprompting orchestrator that guides AI agents through structured, multi-step codebase analysis workflows optimized for Google's Gemini 1M+ token context window.

4 tools

UK Parliament

19

A specialized MCP server interfacing with official UK Parliament APIs and Hansard records, offering advanced semantic search for debates, member biographies, and committee activities.

13 tools

Yahoo Finance

19

MCP (Model Context Protocol) Server. Integrates with Yahoo Finance to provide real-time stock prices, company information, financial statements, and market news for investment research and financial analysis.

Tree-Sitter MCP

19

A fast semantic code analysis and search tool that leverages Tree-Sitter to provide deep insights into project structure, code quality, and identifier usage across 15+ programming languages.

4 tools

MySQL Schema Explorer

19

MCP (Model Context Protocol) Server. Enables AI to explore and interact with MySQL database schemas for documentation, query building, and schema analysis without direct database access.

2 tools

VibeCraft

19

VibeCraft is an AI-powered building assistant for Minecraft that connects Claude to the game via a Fabric mod, enabling natural language construction, terrain generation, and complex pattern placement.

dbt CLI

19

MCP (Model Context Protocol) Server. Bridges Claude with dbt Core CLI, enabling direct execution of data transformation workflows, model management, and pipeline analysis within conversation interfaces.

8 tools

Bundler Gem Explorer

19

MCP (Model Context Protocol) Server. Provides detailed information about Ruby gem dependencies in a project's Gemfile, including versions, descriptions, installation paths, documentation locations, and source code files.

2 tools

Music Analysis

19

A specialized MCP server that integrates librosa to provide audio analysis capabilities, including tempo detection, spectral features, and onset detection from local files, web links, or YouTube videos.

termlink

19

MCP server for shell and terminal operations

Gramps Web

19

A comprehensive MCP server that integrates with Gramps Web API to provide AI-powered genealogy research, including full CRUD operations on records and advanced tree analysis tools.

16 tools

Memos

19

A Model Context Protocol server that integrates Claude with the Memos note-taking platform, allowing for searching through existing notes and creating new entries.

2 tools

Morningstar

19

MCP Server to interact with Morningstar Research, Editorial and Datapoints

2 tools

Google Workspace

19

MCP (Model Context Protocol) Server. Integrates Google Workspace APIs to enable tasks like sending emails, scheduling meetings, and managing documents in Gmail, Calendar, and Drive.

16 tools