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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

maximo-mcp-server

Needs Setup
1

Connect AI assistants directly to IBM Maximo for API discovery and OSLC data querying.

FHIR Healthcare Data

1

A universal FHIR server interface that integrates multiple healthcare data sources with AI-powered clinical keyword extraction, semantic mapping, and patient similarity matching.

21 tools

mcp-micromanage

1

A development workflow control server that forces coding agents to follow structured implementation plans using PRs and commits as work units. It features mandatory user review checkpoints and a real-time visualization dashboard to keep AI agents on track.

3 tools

@seungmanchoi/nano-banana-mcp

Needs Setup
1

MCP server for AI image generation and editing powered by Google Gemini

Linear

1

MCP (Model Context Protocol) Server. Integrates with Linear's issue tracking system to enable efficient creation, searching, and analysis of project tasks and issues

2 tools

Multi-Agent Orchestrator

1

An enterprise-grade orchestration server that coordinates specialized AI agents to automate the full software development lifecycle, featuring self-healing code, architecture planning, and cloud deployment.

12 tools

ZK Lighter Trading Bot

1

A high-performance trading automation server built on Bun that provides real-time market data, technical indicator analysis, and automated trade execution across BTC, ETH, SOL, and HYPE markets.

5 tools

UnityLangPX

1

A multi-platform translation server based on LLMs that provides standardized translation services via the Model Context Protocol, supporting Markdown and Obsidian integration.

ccmultihelper

Validated
1

Claude Code Multi-Worktree Helper - Single-session parallel worktree automation with MCP server

8 tools

Better Qdrant

1

An MCP server that enables AI systems to interact with Qdrant vector databases for document indexing and semantic search using OpenAI, OpenRouter, Ollama, or FastEmbed.

4 tools

MCP OpenAI Server

1

This MCP server enables integration with OpenAI's chat models, allowing users to invoke GPT-4o, GPT-4o-mini, o1-preview, and o1-mini directly within the Claude Desktop environment.

1 tool

Anki

1

MCP (Model Context Protocol) Server. Enables AI models to interact directly with Anki flashcard software through the AnkiConnect API, providing tools to create, search, and manage decks and notes for learners and educators.

7 tools

youtube-knowledge-mcp

1

A production-ready MCP server that transforms YouTube into a queryable knowledge source, offering tools for search, metadata retrieval, and AI-powered analysis of transcripts and comments.

10 tools

SociaVault

1

A comprehensive MCP server providing tools to retrieve profile metrics and content from major social platforms including Instagram, TikTok, Twitter/X, YouTube, and Reddit for social media research and analysis.

11 tools

Baidu Content Safety

1

MCP (Model Context Protocol) Server. Integrates with Baidu Cloud's content safety APIs to screen text and other content for potentially harmful, inappropriate, or illegal material before processing or displaying it.

1 tool

YouTube

1

MCP (Model Context Protocol) Server. Integrates with YouTube API to enable video search, channel discovery, and trending content retrieval for content research and analysis workflows.

4 tools

Sora 2 MCP Server

1

A specialized MCP server for OpenAI's Sora 2 API that enables professional video generation, real-time status monitoring, and local post-production tools like merging and fade animations via FFmpeg.

6 tools

Goodday

1

A comprehensive MCP server for Goodday that enables management of tasks, projects, and sprints, featuring semantic search through VectorDB integration and natural language querying.

21 tools

PuchAI Reddit & Productivity

1

A multi-functional productivity server that integrates Reddit market research scraping with data visualization, task management, and personal preference storage.

11 tools

Zhipu AI Image Generation MCP Server

1

A robust MCP server that integrates Zhipu AI's CogView models to provide high-quality image generation, featuring customizable dimensions, quality presets, and base64 download capabilities.

5 tools

EasyOCR MCP Server

1

A specialized MCP server providing robust OCR capabilities via the EasyOCR library, supporting over 80 languages and GPU acceleration for converting images into text with precise coordinate data.

3 tools

ThoughtMcp

1

A sophisticated AI cognitive architecture providing persistent five-sector memory, parallel reasoning streams, and metacognitive analysis. It enables AI systems to maintain long-term context, detect biases, and perform complex multi-framework reasoning through the Model Context Protocol.

13 tools

mcp-wisdom

1

A philosophy-grounded thinking framework server that provides Stoic, Cognitive, and Strategic wisdom tools to help users navigate decisions, anxiety, and complex challenges.

9 tools

PeepIt MCP

1

A specialized macOS MCP server that provides AI agents with high-performance screen capture capabilities and multi-provider vision analysis using Apple's ScreenCaptureKit.

3 tools

MCP Etherscan Server

1

A comprehensive MCP server providing tools to interact with the Ethereum blockchain and 72+ other networks using the Etherscan V2 API, enabling token tracking, smart contract analysis, and network monitoring.

24 tools

SymPy Sandbox MCP

1

A secure mathematical computation sandbox that enables LLMs to perform symbolic math operations like algebra, calculus, and equation solving via SymPy. It features low-latency execution through pre-warmed process pools and provides standardized JSON outputs for reliable agent integration.

printr

Needs Setup
1

Let AI agents create, discover, and track tokens across chains via Printr.

yourmemory

1

Ebbinghaus-based persistent memory for Claude. Memories decay with time, strengthen on recall.

AI Dictionary

1

Look up, search, cite, and discuss AI phenomenology terms from the AI Dictionary

Anki MCP Server

1

A specialized MCP server that enables AI assistants to manage Anki flashcards, supporting deck creation, batch card additions, and review queue monitoring via the Anki API.

6 tools