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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

metrillm

Validated
1

Benchmark local LLM models — speed, quality & hardware fitness verdict from any MCP client

4 tools

apcore-mcp

Failed
1

Automatic MCP Server & OpenAI Tools Bridge for apcore

Smart Home Device Control MCP Server

1

A robust MCP server for controlling and monitoring smart home infrastructure including HVAC, lighting, security cameras, and appliances via a backend API.

5 tools

Woodpecker CI Pipeline Analyzer

1

An MCP server for Woodpecker CI that automates pipeline failure analysis. It provides intelligent error detection, root cause identification, and file-specific fix suggestions using both direct identifiers and IDE git context.

2 tools

Slidev Builder MCP

1

A professional Slidev presentation builder featuring the Git Guardian system for automated backups, version control, and AI-powered content generation with recovery protection.

12 tools

Multi Fetch MCP Server

1

A web scraping and search server that uses the Firecrawl API to convert website content into clean markdown for LLM consumption, supporting concurrent fetches and search capabilities.

3 tools

MCP Feedback Collector

1

A Model Context Protocol server that provides a modern GUI for AI assistants to collect interactive user feedback, including text and multiple image uploads via file selection or clipboard.

3 tools

Epitome

1

Personal AI memory — gives every AI agent shared, persistent memory of you

FireMCP

1

A Model Context Protocol server that enables AI agents to perform secure CRUD operations on Firestore databases using the Firebase Client SDK to respect security rules.

5 tools

M-Team MCP Server

1

Enables AI assistants to interact with the M-Team private torrent tracker API for searching resources, retrieving torrent details, and downloading torrent files. It provides a bridge for Model Context Protocol clients to manage and access private tracker content through natural language.

CHUK MCP Solver

1

A sophisticated constraint satisfaction and optimization server built on Google OR-Tools CP-SAT, providing LLMs with specialized solvers for scheduling, routing, resource allocation, and logic puzzles.

5 tools

MCP Crypto Portfolio

1

A production-grade MCP server for managing crypto portfolios by connecting KuCoin exchange data with Notion workspaces for AI-powered risk analysis and automated reporting.

4 tools