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AI & ML

Embeddings, Vector DBs, and machine learning tools

15,691 servers in this category

devrag

22

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.

5 tools

memcord

22

🧠 AI Memory Management for Claude Desktop. Save, search & organize chat history with intelligent summarization. MCP server.

9 tools

Meeting BaaS

22

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.

28 tools

Stockflow (Yahoo Finance)

22

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.

6 tools

SVGMaker

22

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.

3 tools

jazz-ai

Failed
22

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

22

A tool-based MCP server that integrates with the Ticketmaster Discovery API to search and retrieve detailed information about entertainment events, venues, and attractions.

1 tool

Personal Assistant

22

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.

14 tools

codingbuddy

22

Codingbuddy orchestrates 29 specialized AI agents to deliver code quality comparable to a team of human experts through a PLAN → ACT → EVAL workflow.

Jentic

22

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

22

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

22

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.

27 tools

Prediction Markets (Polymarket, PredictIt, Kalshi)

22

A real-time prediction market data aggregator that retrieves current odds and prices from Polymarket, PredictIt, and Kalshi without requiring API keys.

1 tool

io.github.EOX-A/EOxElements

Failed
22

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

22

A simple MCP server that enables your LLM to better reason over images, video and documents.

5 tools

mcp_godot_rag

22

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

Validated
22

A toolset for managing Cursor AI chat history, allowing users to search, browse, export, and backup conversations directly within MCP-compatible environments like Claude.

8 tools

OctoEverywhere

22

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

22

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.

6 tools

Infobip

22

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)

22

MCP (Model Context Protocol) Server. Compile YAML into semantic LLM tools with structured memory and an emergent knowledge graph.

3 tools

Magento 2 Development

22

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.

28 tools

DuckDuckGo Search

22

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.

3 tools

jupiter-mcp

22

An MCP server for executing token swaps on the Solana blockchain using Jupiter's new Ultra API.

2 tools

DataBridge

22

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.

17 tools

Prometheus

22

A Prometheus monitoring integration that enables natural language querying of time-series metrics, infrastructure discovery, and real-time performance analysis through PromQL.

10 tools

Flux Studio

22

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.

4 tools

Homebrew

22

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.

16 tools

Splunk

21

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.

7 tools

A2A Bridge

21

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.

3 tools
AI & ML MCP Servers — Page 72 | MCP Hub