Browse 25,941 community-built MCP servers
A memory-powered agent framework that adds a persistent memory layer to AI coding assistants, enabling cross-IDE context retention and collaborative workspace memory.
PromptX is a comprehensive AI agent context platform that provides specialized roles (Nuwa, Luban, Writer) and office document processing capabilities for Excel, Word, and PDF files.
Provides integration with Cloudflare Workers' compute and storage primitives, allowing AI models to manage R2, KV, D1, and other worker bindings.
(website) - A curated list of MCP servers by wong2
A comprehensive introductory MCP server demonstrating web search, image generation, and resource management using Python and FastMCP.
Neo.mjs is an AI-native application engine that uses a multi-threaded architecture and Model Context Protocol to allow AI agents to interact directly with a live web application runtime.
A comprehensive MCP server for manipulating Excel files without requiring Microsoft Excel, supporting data manipulation, formatting, charts, and pivot tables.
PPTAgent is an autonomous agentic framework for generating PowerPoint presentations with high visual appeal and structural coherence, featuring a two-stage research and design workflow.
A Python implementation of the Xiaozhi AI voice client that enables voice interaction, multi-modal vision, and IoT device integration via a modular MCP tool system.
A Model Context Protocol (MCP) Gateway & Registry. Serves as a central management point for tools, resources, and prompts that can be accessed by MCP-compatible LLM applications. Converts REST API endpoints to MCP, composes virtual MCP servers with added security and observability, and converts between protocols (stdio, SSE, Streamable HTTP).
A powerful browser automation MCP server that uses Stagehand and Browserbase to let LLMs navigate web pages, extract structured data, and perform complex UI interactions with high performance and anti-detection capabilities.
- MCP server for Mobile(iOS/Android) automation, app scraping and development using physical devices or simulators/emulators.
A tool that integrates macOS native applications like Messages, Mail, Calendar, and Notes into the Model Context Protocol, enabling AI-driven automation of your Apple ecosystem.
A bridge between AI assistants and the Tianji platform, allowing users to list, inspect, and query survey data and analytics directly through the Model Context Protocol.
Sourcebot is a code search and intelligence engine that enables natural language querying, IDE-level code navigation, and cross-repository search across GitHub, GitLab, and other hosts.
A native macOS LLM server and MCP aggregator that runs local MLX models and connects to remote providers while exposing a suite of system tools for filesystem, browsing, and git operations.
(TypeScript)
A robust framework to programmatically assemble prompts using JavaScript/TypeScript, enabling orchestration of LLMs, tools, and data with built-in RAG and containerized code execution support.
A tool that enables AI models to interact with Obsidian vaults via the Local REST API, supporting file navigation, searching, and precise content modification.
Solon is a high-performance Java enterprise application framework designed as a lightweight and efficient alternative to Spring, offering 700% higher concurrency and 90% smaller package sizes.
An MCP server that preserves LLM context by intercepting large data outputs and returning only concise summaries or relevant sections. It enables efficient sandboxed code execution, file processing, and documentation indexing across multiple programming languages and authenticated CLIs.
A specialized MCP server providing AI assistants with direct access to shadcn/ui v4 components, blocks, and demos across React, Svelte, Vue, and React Native frameworks.
A Go application scaffolding and CLI tool that facilitates building high-performance applications using a layered architecture and dependency injection. It streamlines project creation, component generation, and automated builds for Gophers.
Save or export your private and public Slack messages, threads, files, and users locally without admin privileges.
UltraRAG v2 is a low-code MCP framework designed for building complex RAG pipelines using a component-based architecture and YAML-driven flow control. It simplifies the implementation of advanced retrieval-augmented generation systems by wrapping core logic into reusable MCP servers.
A comprehensive MCP server suite providing a seamless connection between AI agents and the Azure ecosystem, enabling operations across cloud infrastructure, databases, and developer services.
Interact with Supabase: Create tables, query data, deploy edge functions, and more.
A Model Context Protocol server for converting almost anything to Markdown
Local-first knowledge management system that builds a semantic graph from Markdown files, enabling persistent memory across conversations with LLMs.
A comprehensive marketplace and discovery platform for Claude Code, offering curated collections of agents, commands, hooks, and skills to extend AI workflows.