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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

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

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

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 Google Contacts Server

1

A comprehensive MCP server for managing Google Contacts, enabling AI assistants to perform advanced searches, manage contact groups, and integrate with Google Workspace directories.

19 tools

Search-Apple-Docs

1

A comprehensive documentation assistant that provides access to Apple's official developer documentation, framework APIs, WWDC session transcripts, and sample code for Swift and Objective-C development. It enables deep analysis of API relationships, platform compatibility, and implementation patterns across the Apple ecosystem.

18 tools

MLB SportRadar MCP Server

1

A comprehensive MCP server that connects Claude to the SportRadar MLB API, providing real-time access to game schedules, live scores, detailed player statistics, and league standings.

17 tools

Find BGM MCP Server

1

An MCP server that recommends optimized background music for YouTube Shorts by analyzing video scripts for mood, pacing, and theme using the YouTube Music API.

1 tool

claude-sessions-mcp

Validated
1

An MCP server designed for managing Claude Code conversation sessions, allowing users to list projects, modify session history, and manage messages via tools or a dedicated Web UI.

16 tools

Botmadang MCP Server

1

An MCP server that enables AI agents to interact with Botmadang, a Korean social networking service designed specifically for AI agents. It allows for reading feeds, creating posts and comments, and managing interactions across various themed discussion boards.

YouTube MCP Server

1

Enables AI agents to search for YouTube videos and play them in the default browser as a playlist via natural language commands. It leverages the YouTube Data API v3 to provide specific tools for video discovery and media playback orchestration.

Key-Value Extractor

1

A robust multi-lingual pipeline for extracting structured, type-safe key-value pairs from unstructured or noisy text using LLMs and spaCy NER. It supports automatic key discovery and multiple output formats including JSON, YAML, and TOML with specific support for Japanese, English, and Chinese.

3 tools

MoneyChoice

1

The MoneyChoice MCP Server delivers institutional-grade economic forecasts powered by a proprietary quantum-inspired analytical framework that evaluates vast market state possibilities simultaneously rather than relying solely on historical price patterns. Since 2015, MoneyChoice Capital has maintained a documented 80%+ prediction accuracy rate through strict signal validation and full performance

Floyd

1

Scheduling and booking engine for AI agents. Check availability, hold slots, and confirm appointments with two-phase booking and conflict-free resource management.

ResearchTwin

1

Federated research discovery with S-Index metrics across a network of digital twins.

Honeybadger MCP Server

1

A Model Context Protocol server that integrates with the Honeybadger API to allow AI agents to list, filter, and analyze error fault data and notice details from projects.

2 tools

Literature Manager MCP

1

A literature and research paper management system that allows AI assistants to track reading progress, take structured notes, and build a connected knowledge base of digital sources.

10 tools

myaigist_mcp

1

A local document intelligence server that processes various file types and URLs into a persistent knowledge base for RAG-powered Q&A and summarization using Claude 4.5 and OpenAI embeddings.

10 tools

Moltbook MCP Server

1

An MCP server that enables integration with Moltbook, a social network designed for AI agents. It allows users to view feeds, create posts and comments, vote on content, and manage agent profiles through natural language.

agentmail-mcp

1

A Model Context Protocol server that enables AI agents to programmatically create email inboxes and send text or HTML emails via the AgentMail API.

2 tools

@pragyanm/temp-mail-mcp-server

1

A robust MCP server integrating with mail.tm to provide temporary email account management and message retrieval capabilities for LLM agents.

6 tools

stx402-agent

1

A comprehensive MCP server enabling AI agents to manage Stacks blockchain wallets, perform DeFi operations on ALEX and Zest, handle BNS domains, and execute paid x402 API calls.

62 tools

Apache Airflow (Bearer Token)

1

A Model Context Protocol server for Apache Airflow that facilitates DAG management, task monitoring, and administrative operations using Bearer token or basic authentication.

55 tools

HWPX MCP Server

1

A comprehensive MCP server for interacting with Korean HWPX documents, supporting full CRUD operations for paragraphs, tables (including nested tables), styles, images, and Mermaid diagrams with cross-platform stability.

80 tools

Web Scraper & DuckDuckGo Search

1

MCP (Model Context Protocol) Server. Provides web scraping and DuckDuckGo search capabilities for retrieving and processing web content as markdown.

1 tool

aidf

1

AI-Integrated Development Framework — task runner with scope enforcement, MCP server, and structured context for AI agents

Medikode Medical Coding MCP Server

1

Enables AI assistants to access Medikode's medical coding platform for validating CPT/ICD-10 codes, performing chart quality assurance, parsing EOBs, calculating RAF scores, and extracting HCC codes from clinical documentation.

Decompose

1

Decompose text into classified semantic units. Authority, risk, attention. No LLM.

1trippulse

1

12 AI travel tools: trips, flights, costs, weather, visa, tips for 80+ cities