AI & ML

A Model Context Protocol server providing comprehensive Korean stock market analysis, including financial data, valuation metrics, ESG information, and investment insights.

Geometric memory for AI coding agents. No embeddings, no vectors, no cloud — just math.

SupaStory MCP server — bring AI-powered session replay insights directly into your editor

MCP server that wraps OpenAI Codex app-server — start coding agents, poll their progress, and manage permissions from any MCP client

Review AI-generated drafts before they go anywhere. MCP server with local review UI.

Enables Model Context Protocol tools for automating web browsers and Electron desktop applications using Playwright's accessibility tree snapshots. It supports window management and JavaScript execution in the main process, providing deterministic automation through structured data.

A Node.js server that wraps the WordPress REST API with the Model Context Protocol, enabling AI agents to manage posts through standard CRUD operations. It supports both STDIO and SSE transport modes for compatibility with various MCP clients like Claude Desktop.

Connects LLMs to NewsData.io to search for latest news, cryptocurrency trends, and financial market data with advanced filtering options. It enables users to access real-time headlines, historical archives, and news sources directly through natural language.

A comprehensive automation server that integrates Google Ads, Facebook Ads, and Google Analytics to optimize marketing workflows using AI-driven budget allocation and copy generation.

A comprehensive MCP server for ElevenLabs Conversational AI, enabling management of voice agents, knowledge base indexing (RAG), and custom webhook tools.

Cloudinary MCP server enables AI agents to upload, manage, analyze transform, optimize and deliver media using Cloudinary’s API.

Provides programmatic access to Baidu's Xiling Digital Human platform, enabling AI assistants to generate digital human videos, clone voices, and create synthesized speech through 13 standardized MCP protocol interfaces.

Enables semantic search across Apple Mail, Messages, Calendar, and Contacts on macOS using natural language queries. All processing happens locally with privacy-first vector indexing for fast similarity search.

Enables multi-round brainstorming debates between multiple AI models like GPT, DeepSeek, and Ollama to produce synthesized final outputs. Users can orchestrate parallel model interactions where AI agents critique and refine each other's ideas to reach a consolidated conclusion.

A spec-driven development framework that provides structured scaffolding for AI coding assistants to manage feature lifecycles, track task dependencies, and perform automated reviews.

A Salesforce MCP Server for Claude Desktop - supports search, query, and describe operations.

Enables AI agents to fetch and query network device configurations from Clixon-based or other RESTCONF-capable devices. It provides tools to extract specific configuration sections, such as interfaces and routing, through the Model Context Protocol.

A robust hybrid RAG system that combines semantic vector retrieval and BM25 keyword search for local documents. It features specialized tools for both unstructured document querying (PDF, MD, TXT, DOCX) and structured data analysis (CSV) using local Ollama models.

An automated security operations center MCP server that uses LLMs and network analysis tools like Tshark to detect threats in traffic data. It enables users to automatically ingest PCAP files, query specific packets, and generate intelligent security analysis reports.

Enables seamless interaction with the Hyperion blockchain, including wallet management, token transactions, ERC20 token deployment, and smart contract operations through standardized MCP endpoints.

An MCP server for inspecting, debugging, and interacting with PySide6 desktop applications. It enables AI agents to capture UI snapshots, read widget properties, and perform actions like clicking buttons or typing text.

Integrates GitHub Copilot Chat with your Taskboard instance to manage workspaces, boards, lists, and cards using natural language. It supports full task lifecycle operations, searching capabilities, and knowledge base queries via RAG.

Connect AI agents to the Aevo trading platform. Retrieve market data, manage accounts, and execute trades easily

A Model Context Protocol server that enables Claude AI to interact with Gmail, supporting email sending, reading, searching, labeling, draft management, and batch operations through natural language commands.

Provides comprehensive Google Calendar integration capabilities allowing AI assistants to list, create, update, and delete calendar events through a standardized Model Context Protocol.

A control server that enables AI assistants to interact with Ecovacs robot vacuums through MCP protocol, supporting device listing, cleaning control, charging control, and status queries.

Provides comprehensive natural language control over Google Workspace services including Gmail, Drive, Calendar, Docs, Sheets, Slides, Forms, Tasks, and Chat. Features multi-user OAuth 2.1 support, flexible tool tiers, and seamless integration with AI assistants.

Enables fetching, searching, and summarizing WeChat public account articles through browser automation. Supports multiple output formats and provides article metadata and statistics.

Manage and monitor Hadoop clusters via Apache Ambari API, enabling service operations, configuration changes, status checks, and request tracking through a unified MCP interface for simplified administration. * Guide: https://call518.medium.com/llm-based-ambari-control-via-mcp-8668a2b5ffb9