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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

gemini-mcp

1

An MCP server that enables Gemini AI integration within Claude Code by providing tools to execute model queries via the Gemini CLI.

2 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

Business Design MCP Server

1

A comprehensive MCP server for creating and managing business strategy frameworks like Business Model Canvases and SWOT analyses, featuring AI-powered market research integration.

26 tools

Strava Training MCP

1

A comprehensive MCP server providing deep integration with the Strava API, specifically optimized for marathon training, injury prevention, and performance analysis through time-series data and heart rate zone monitoring.

22 tools

mcp-atlassian-extended

1

Extended MCP server for Jira and Confluence with custom fields and agile tools.

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

@createsomething/ground-mcp

Failed
1

Grounded claims for code. MCP server that prevents AI hallucination in code analysis.

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

Trendy Post (Xiaohongshu)

1

Transforms screenshots into trending Xiaohongshu social media posts by combining Surya OCR text extraction with Zhipu AI for content generation and cultural styling.

4 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

MCP Screen Text

1

A toolset for screen capture and OCR, allowing AI models to see and read text from the user's desktop or specific applications.

5 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

RentCast MCP Server

1

A specialized MCP server that integrates Claude with the RentCast API to provide real-time property valuations, rent estimates, market trends, and active listing data.

5 tools

magentaa11y

Validated
1

A specialized MCP server that provides comprehensive web and native accessibility (A11y) criteria, developer implementation notes, and Gherkin-style acceptance criteria sourced from MagentaA11y.

11 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

TWSE MCP Server

1

A comprehensive MCP server providing real-time access to Taiwan Stock Exchange (TWSE) data, including stock prices, financial statements, and foreign investment analytics via the official OpenAPI.

22 tools

GitLab Code Review

1

An MCP server that integrates with GitLab's API to enable AI assistants to analyze merge requests, compare diffs, and manage review comments or approvals directly.

8 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.