AI & ML
Embeddings, Vector DBs, and machine learning tools
5,471 servers in this category
Azure AI Foundry
A comprehensive MCP server for Azure AI Foundry that provides tools for model discovery, deployment, knowledge indexing via AI Search, evaluation of agents/text, and fine-tuning workflow management.
mcp_flutter
A specialized MCP server that bridges Flutter applications with AI coding assistants, enabling dynamic tool registration and real-time app inspection, debugging, and hot restarts.
oreilly-ai-agents
An introduction to the world of AI Agents
Browser Control
A secure MCP server that pairs with a Firefox extension to provide AI assistants with tab management, browsing history search, and webpage content extraction through a local WebSocket connection.
XiYan
🗄️ An MCP server that supports fetching data from a database using natural language queries, powered by XiyanSQL as the text-to-SQL LLM.
Context-Engine
An open-source code retrieval stack that provides hybrid code search, memory storage, and LLM-generated answers through a Qdrant-powered indexing system for AI coding assistants.
AgentChat
AgentChat is a comprehensive LLM platform integrating LangChain and the Model Context Protocol (MCP) to support multi-agent collaboration, RAG, and extensive tool calling for tasks like web search and document processing.
foundry-mcp-server
A comprehensive MCP server that provides Solidity development and blockchain analysis capabilities by integrating with the Foundry toolchain and Heimdall-rs.
mcp_chatbot
A flexible chatbot framework that integrates LLMs with the Model Context Protocol, featuring a markdown processing server and multiple interfaces including CLI and Streamlit.
ai-agent-team
A comprehensive MCP server that provides a persistent AI memory system (Thread Manager) with semantic search and a suite of developer productivity tools for drawing notes, managing changelogs, and organizing desktops.
vscode-demo-time
Enables AI assistants to interact with the Demo Time extension for VS Code to automate coding demonstrations, highlight code, and manage presentation slides.
ForeverVM
A long-running, stateful Python REPL execution environment that persists state between sessions by swapping machines from memory to disk when idle.
stock-nse-india
A comprehensive MCP server providing real-time and historical data from the National Stock Exchange of India (NSE), including equity details, market indices, option chains, and technical indicators.
octocode
A semantic code indexer and search engine that uses AI-powered knowledge graphs to provide deep codebase understanding and relationship mapping via the Model Context Protocol.
mcp-ical
A Model Context Protocol server for macOS that enables natural language interaction with the native Calendar app, allowing users to create, update, and query events.
ha-mcp
A comprehensive MCP server that enables AI assistants to manage every aspect of Home Assistant, from device control and automation creation to system monitoring and dashboard configuration using natural language.
Maigret OSINT
An OSINT MCP server that integrates with the Maigret tool to perform automated username searches across hundreds of social networks and analyze profiles via URLs.
Image Gen (Jimeng AI)
MCP (Model Context Protocol) Server. Accepts text descriptions, generates corresponding images, and offers image download and save functions.
KiCAD PCB Designer
A comprehensive MCP server providing 64 tools for KiCAD PCB design automation, including board manipulation, JLCPCB part integration, DRC checks, and schematic editing.
Strava
Connect to the Strava API to access activity data, athlete profiles, segments, and routes, enabling fitness tracking and analysis with Claude.
code-executor
An MCP server that allows LLMs to execute Python code within a specified Conda environment.
mac-messages-mcp
An MCP server that securely interfaces with your iMessage database via the Model Context Protocol (MCP), allowing LLMs to query and analyze iMessage conversations. It includes robust phone number validation, attachment processing, contact management, group chat handling, and full support for sending and receiving messages.
Human-in-the-Loop (Discord)
MCP (Model Context Protocol) Server. Enables human-in-the-loop interactions by creating Discord threads where assistants can request information from users when they need data that isn't publicly available or documented.
Agentfy
🤖 Agentfy is a modular microservices architecture designed to process user requests and execute workflows across multiple social media platforms. ASK ONCE, LET THE AGENT DO THE REST!
playwright-mcp
A comprehensive Playwright-based MCP server deployed on Cloudflare Workers that enables LLMs to perform automated browser interactions, testing, and screenshots.
Uber Eats
A proof-of-concept MCP server that integrates with Uber Eats via browser automation to support restaurant searches, menu exploration, and food ordering.
Mermaid Diagram Generator
A robust MCP server that renders Mermaid diagram syntax into high-quality PNG or SVG files using Puppeteer, suitable for integration with AI assistants like Claude and Cursor.
Microsoft 365
A Model Context Protocol (MCP) server for Microsoft 365. Includes support for all services including Teams, SharePoint, Exchange, OneDrive, Entra, Intune and more. See Lokka for more details.
Spotify
MCP (Model Context Protocol) Server. Integrates with Spotify to enable music playback control, playlist management, and track searching through OAuth authentication and a lightweight stdio server.
composer-trade-mcp
A professional trading MCP server that enables LLMs to create, backtest, and manage automated investment strategies (symphonies) directly through Composer's platform.