Explore server capabilities, recorded tools, available client configurations and practical setup considerations. Browse servers by category, or jump to remote servers and official vendor servers.
Servers can appear in several categories when their tools support several tasks. Category counts include these overlaps; the directory total counts each server once.
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This project is a browser automation agent that uses the Model Context Protocol (MCP) to enable browser interactions. It provides a seamless
MCP server for India maps - place search, nearby discovery, & directions powered by the Mappls API.
You asked an AI to write 20 questions. It delivered. **But now you're stuck:**
Search 33,000+ MCP servers by job, see safety grades and reviews, and call them from one endpoint.
Search and discover 880+ MCP servers — free MCP search server for Claude, Cursor, Cline.
OpenSource MCP Marketplace | MCP Servers Tools Meta Dataset | Web API | Web Client Integration
Search and install 4,000+ security-scanned MCP servers from inside any MCP-aware AI client.
Каталог строительных компаний и проектов домов России для AI-агентов. 3 400+ компаний в 20 городах.
Marmiton is the largest French cooking site, where home cooks have been publishing their recipes since 1999. Each one gives its ingredients with their quantities, the steps to follow, the…
MCPMate sits between your AI apps and MCP servers so you manage connections once and send the right tools to each app. It works with Claude Desktop
DEPRECATED: no live endpoint (api.matera.com does not resolve)
A TypeScript server implementing a simple Model Context Protocol (MCP) — a true "Hello World" example to help you understand how an MCP server works. This project includes basic features such as:
🧮 精确数学计算的 MCP 服务器 - 为 AI 提供 100% 准确的计算能力
MCP server for MAX Messenger — Russian national messenger by VK with 75M+ users. 21 tools: send and read messages, HTML/Markdown formatting, 5 button
Discover, setup, and integrate MCP servers with your favorite clients. Unlock the full potential of AI in your daily workflow.
Enneagora is a Universal E-commerce Customer Support Assistant using the Model Context Protocol (MCP) that provides a platform-agnostic solution for customer support across different e-commerce…
Professional chemical engineering simulation MCP (Model Context Protocol) server. Connect your AI assistant to CFD simulation, thermodynamics, flowsheet solving, equipment design, and more.
Un sistema completo per convertire documenti Markdown in PDF con supporto per diagrammi Mermaid, utilizzabile sia come **script standalone** che come
MCP server for mDNS (Multicast DNS) service discovery
A simple, reliable Model Context Protocol (MCP) server that converts Markdown files into professional Word (.docx) and PDF documents — with full support for .dotx templates.
A community-driven MCP server framework that lets anyone expose personal information to AI assistants via the Model Context Protocol.
MCP server for controlling a media player via Home Assistant.
A Node.js server implementing Model Context Protocol (MCP) for media processing operations, providing powerful video and image manipulation
A custom MCP (Model Context Protocol) server for media processing, built with Python. This server enables AI assistants like Claude to interact with media files, perform video processing, and…
Automatically generate an MCP Server from existing source code, service classes, helper methods, and external MCP tools. The MCP Mediator aggregates
Secure MCP server for MediaWiki wikis — search, pages, categories, and more
One-click Google Meet scheduling and Apple Calendar mirroring with smart availability detection
MCP server for Melhor Envio — shipping rates, labels, tracking, agencies
An MCP server that provides persistent memory and context management across sessions
For Telegram, the MCP server produces a link that can produce the image as a sticker. Can be viewed here: MCP-Sticky Telegram Bot.
Persistent searchable memory for AI agents — save/get/search across sessions, tags.
A powerful, production-ready context management system for Large Language Models (LLMs). Built with ChromaDB and modern embedding technologies, it
This project adds new features to the Memory server offered by the MCP team. It allows for the creation and management of a knowledge graph that
⚠️ IMPORTANT NOTICE: This standalone dashboard is now OBSOLETE! The MCP Memory Service now includes an embedded dashboard with all the features of this standalone version and more! 🎉 What's New?…
MCP server for enabling memory for Claude through a knowledge graph
Agent quality feedback loop with prevention rules and commerce quality scores.
Pre-action gates that block AI agents from repeating known mistakes.
Local-first memory for Claude Code and any MCP client: hybrid search + knowledge graph, $0/token.
Authority-weighted memory graph for AI agents with conflict detection and semantic search.
The Memory Graph Server provides a persistent storage layer for knowledge graphs, allowing for:
MCP server for persistent context management in AI coding assistants
LibSQL-based persistent memory tool for MCP
This project adds new features to the Memory server offered by the MCP team. It allows for the creation and management of a knowledge graph that
Imagine Claude with persistent memory that: - 🧠 Remembers everything from your conversations - 🔍 Automatically retrieves context when you reference past topics - 🤖 Understands references like…
This server implements long-term memory capabilities for AI assistants using mem0 principles, powered by PostgreSQL with pgvector for efficient vector similarity search.
A Model Context Protocol (MCP) server that provides persistent memory capabilities for Large Language Models. Store concepts, code snippets, notes, and any information you want your LLM to remember…
A Model Context Protocol (MCP) server that provides tools for storing, retrieving, and managing memories saved to a local file.
This is a Rust implementation of the Model Context Protocol (MCP) Memory Service, using the official Rust MCP SDK.
Graph visualization utilities for exploring and analyzing Claude's memory data captured by [Anthropic's Memory MCP
MCP Mempool은 mempool.space의 WebSocket과 REST API를 MCP (Model Context Protocol) 형태로 래핑하여 AI Agent와 외부 애플리케이션이 비트코인 네트워크 데이터를 쉽게 활용할 수 있도록 하는 서버입니다.
MCP server for Mercado Bitcoin — Brazilian crypto exchange, trading, orderbook, withdrawals
Mercado Libre — LATAM marketplace, product search, orders, sellers, shipments
Mercado Pago — payments, checkout, PIX, refunds for LATAM
Search-only commerce MCP server backed by Stripe (test)
❤️ Generate mermaid diagram and chart with AI MCP dynamically.
An MCP server that finds a company's active Facebook and Instagram ads through the Meta Ad Library API. It wraps the Mamba Labs Meta Ad Library Monitor actor on Apify and returns Clay-ready flat…
MCP server for the Mamba Labs Instagram Threads Facebook Brand Presence Mapper actor on Apify.
Metacritic gathers what critics and audiences said about films, television series and video games. Each entry carries the year, the age rating, the genres, and two scores of its own: the Metascore…
Control your coding agent colleague who tends to go off track.
MCP server for sequential development task management