AI & ML
Embeddings, Vector DBs, and machine learning tools
15,691 servers in this category
devrag
DevRag is a lightweight, local retrieval-augmented generation (RAG) server that uses semantic vector search to provide Claude Code with relevant documentation chunks while significantly reducing token consumption.
memcord
🧠 AI Memory Management for Claude Desktop. Save, search & organize chat history with intelligent summarization. MCP server.
Meeting BaaS
MCP (Model Context Protocol) Server. Automates meeting management across Zoom, Google Meet, and Microsoft Teams with tools for recording, transcribing, searching, and sharing meeting content without manual note-taking.
Stockflow (Yahoo Finance)
MCP (Model Context Protocol) Server. Integrates with the Yahoo Finance API to provide real-time stock market data and analysis tools for financial research and trading strategies.
SVGMaker
A robust MCP server that enables AI assistants to generate, edit, and convert SVG vector graphics using the SVGMaker API with support for real-time progress tracking and secure file operations.
jazz-ai
A powerful autonomous AI agent framework that executes multi-step workflows like email management, git operations, and code analysis through natural language. It provides built-in support for the Model Context Protocol (MCP) to connect with external databases, APIs, and developer tools.
Ticketmaster
A tool-based MCP server that integrates with the Ticketmaster Discovery API to search and retrieve detailed information about entertainment events, venues, and attractions.
Personal Assistant
MCP (Model Context Protocol) Server. Integrates with external services like Google APIs, Home Assistant, and DuckDuckGo to provide a modular framework for calendar management, task tracking, email handling, knowledge retrieval, and smart home control.
codingbuddy
Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.
Jentic
MCP (Model Context Protocol) Server. Enables AI assistants to discover and execute external APIs and workflows through a Python SDK that leverages the Open Agentic Knowledge repository for standardized API access and execution.
MCP Code Mode
Enables AI agents to write and execute Python code in an isolated sandbox that can orchestrate multiple MCP tool calls, reducing context window bloat and improving efficiency for complex workflows.
Hyperliquid
A comprehensive MCP server integrating Hyperliquid DEX for perpetual futures trading, offering 27 tools for market analysis, order execution, and real-time portfolio management directly through Claude.
Prediction Markets (Polymarket, PredictIt, Kalshi)
A real-time prediction market data aggregator that retrieves current odds and prices from Polymarket, PredictIt, and Kalshi without requiring API keys.
io.github.EOX-A/EOxElements
A specialized MCP server that provides documentation, API details, and metadata for the EOxElements geospatial Web Component collection to help coding agents integrate these UI elements.
VisionAgent MCP
A simple MCP server that enables your LLM to better reason over images, video and documents.
mcp_godot_rag
An MCP server that provides Retrieval-Augmented Generation (RAG) capabilities for Godot Engine documentation using a ChromaDB vector store. It allows language models to query and reference official Godot documentation efficiently.
cursor-history
A toolset for managing Cursor AI chat history, allowing users to search, browse, export, and backup conversations directly within MCP-compatible environments like Claude.
OctoEverywhere
A cloud-based MCP server that provides secure remote access to 3D printers for monitoring status, viewing webcam snapshots, and controlling print jobs across various platforms like OctoPrint, Klipper, and Bambu Lab.
Telnyx
Official MCP server for building AI-powered communication apps. Create voice assistants, send SMS campaigns, manage phone numbers, and integrate real-time messaging with enterprise-grade reliability. Includes remote streamable-http and sse servers.
Infobip
A suite of MCP servers that integrate Infobip's global communication platform, enabling AI agents to send SMS, WhatsApp, Viber, and RCS messages while managing 2FA and customer data.
FEGIS (Schema-Driven Memory)
MCP (Model Context Protocol) Server. Compile YAML into semantic LLM tools with structured memory and an emergent knowledge graph.
Magento 2 Development
A comprehensive MCP server that integrates with Magento 2 via n98-magerun2, enabling AI agents to manage cache, modules, configurations, databases, and deployment tasks directly.
DuckDuckGo Search
A privacy-focused MCP server providing lightning-fast web searches via DuckDuckGo and AI-powered answers through IAsk AI and Monica without requiring API keys.
jupiter-mcp
An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.
DataBridge
MCP (Model Context Protocol) Server. Integrates with DataBridge to enable ingestion and retrieval of contextual information from a local database, supporting persistent storage for AI applications.
Prometheus
A Prometheus monitoring integration that enables natural language querying of time-series metrics, infrastructure discovery, and real-time performance analysis through PromQL.
Flux Studio
MCP (Model Context Protocol) Server. Bridges Flux's image generation capabilities to coding environments, enabling text-to-image, image-to-image, inpainting, and structural control operations directly within IDEs through TypeScript-to-CLI command translation.
Homebrew
A package management MCP server that enables LLMs to control Homebrew on macOS, allowing for the installation, discovery, and maintenance of developer tools through natural language.
Splunk
MCP (Model Context Protocol) Server. Integrates with Splunk Enterprise and Cloud instances to execute SPL queries, retrieve index metadata, and run saved searches with comprehensive output formats while providing safety guardrails against destructive operations.
A2A Bridge
MCP (Model Context Protocol) Server. Bridges Claude Desktop with A2A protocol agents, enabling seamless communication and extending capabilities through agent registration, listing, and calling tools.