MCP servers tagged ai
5.6K live MCP servers tagged "ai", ranked by trust score. Tags come from package metadata and repository topics, so this list covers servers across every category that work with ai.
Powermem
PowerMem: Your AI-Powered Long-Term Memory — Accurate, Agile, Affordable. Also friendly support for the OpenClaw (Clawdbot) Memory Plugin.
Nexus
Govern & Secure your AI
Probe
AI-friendly semantic code search engine for large codebases. Combines ripgrep speed with tree-sitter AST parsing. Powers AI coding assistants with precise, context-aware code unde…
Codexia
Agent Workstation for Codex CLI + Claude Code — with task scheduler, file tree editor, git worktrees & headless remote access
Browser Operator Core
Browser Operator - The AI browser with built in Multi-Agent platform! Open source alternative to ChatGPT Atlas, Perplexity Comet, Dia and Microsoft CoPilot Edge Browser
Azure AI Travel Agents
A robust enterprise application sample (deployed on ACA) that leverages MCP and multiple AI agents orchestrated by Langchain.js, Llamaindex.TS and Microsoft Agent Framework.
E2B
Giving Claude ability to run code with E2B via MCP (Model Context Protocol)
Pydantic Deepagents
Python Deep Agent framework built on top of Pydantic-AI, designed to help you quickly build production-grade autonomous AI agents with planning, filesystem operations, subagent de…
Yams
Persistent memory for LLMs and apps. Content-addressed storage with dedupe, compression, full-text and vector search.
Lynkr
Streamline your workflow with Lynkr, a CLI tool that acts as an HTTP proxy for efficient code interactions using Claude Code CLI.
MCP
A collection of Model Context Protocol (MCP) servers, clients and developer tools by IBM.
Laravel MCP Server
Secure MCP Server for Laravel development — AI-powered artisan commands, log inspection, and code management with 10-layer security
Utcp Specification
The specification for the Universal Tool Calling Protocol
Idea Reality MCP
Pre-build reality check for AI coding agents. Scans GitHub, HN, npm, PyPI & Product Hunt — returns a 0-100 reality signal. MCP tool. Try: mnemox.ai/check
Omnisearch
🔍 A Model Context Protocol (MCP) server providing unified access to multiple search engines (Tavily, Brave, Kagi), AI tools (Perplexity, FastGPT), and content processing services…
Agents
AI agent tooling for data engineering workflows.
Openrag
OpenRAG is a comprehensive, single package Retrieval-Augmented Generation platform built on Langflow, Docling, and Opensearch.
8b-is/smart-tree
Smart Tree: not just a tree, a philosophy. A context-aware, AI-crafted replacement for 20+ tools with MEM8 quantum compression, semantic search, AST-smart editing, and partnership…
Ruby LLM MCP
Full-featured MCP support for Ruby and RubyLLM—making it easy to build structured, composable LLM workflows in pure Ruby.
Weam
Web app for teams of 20+ members. In-built connections to major LLMs via API. Share chats, prompts, and agents in team or private folders. Modern, fully responsive stack (Next.js,…
Nosia
Self-hosted AI RAG + MCP Platform
Agentregistry
Fast-track AI innovation with a centralized, trusted, curated registry
Siri Shortcuts
MCP for calling Siri Shorcuts from LLMs
Superagentx
Move from idea to production in hours with policy-driven autonomous AI agents. Unified Control Plane: Centralised tools, MCPs, models, data, and policies with consistent observabi…
Quarkus MCP Server
Quarkus + Kotlin で実装した天気情報 MCP (Model Context Protocol) サーバー
Haystack Core Integrations
Additional packages (components, document stores and the likes) to extend the capabilities of Haystack
Context Engineering For Multi Agent Systems
Save thousands of lines of code by building universal, domain-agnostic Multi-Agent Systems (MAS) through high-level semantic orchestration. This repository provides a production-r…
MCP
Official Magic UI MCP server.
Revornix
Built-in MCP client–powered document/news management tool with daily auto summaries, document interaction, user-defined notifications (email, apns, etc.), and customizable model s…
Toolsdk MCP Registry
MCPSDK.dev(ToolSDK.ai)'s Awesome MCP Servers and Packages Registry and Database with Structured JSON configurations. Supports OAuth2.1, DCR...
Toolbox SDK Python
Python SDK for interacting with the MCP Toolbox for Databases.
Awesome A2a
Agent2Agent (A2A) – awesome A2A agents, tools, servers & clients, all in one place.
Openbrowser AI
OpenBrowser is a framework for intelligent browser automation. It combines direct CDP communication with a CodeAgent architecture, where the LLM writes Python code executed in a p…
Xpack MCP Marketplace
The world’s first open-source MCP monetization platform, to quickly create and sell your own MCP server in just minutes. | XPack 是全球首个开源 MCP 交易平台，帮助你在10分钟内快速搭建自己的 MCP 商店并立刻开始销售 MC…
Hypertool
Dynamically expose tools from proxied servers based on an Agent Persona
AI
Demonstrate and deliver AI features by combining all AI Building Blocks into a unified WordPress experience.
Claude Prompts
MCP prompt template server: hot-reload, thinking frameworks, quality gates
Clauder
Connect RStudio to Claude, Codex, Gemini, and other AI assistants via MCP. Multi-agent orchestration, async execution, and zero-config setup with uvx.
Cowork Os
Operating System for your personal AI Agents with Security-first approach. Multi-channel (WhatsApp, Telegram, Discord, Slack, iMessage), multi-provider (Claude, GPT, Gemini, Ollam…
Devtools
A modular MCP server that provides commonly used developer tools for AI coding agents
Svelte Docs
🔍 MCP server that lets you search and access Svelte documentation with built-in caching
Hegelion
Dialectical reasoning architecture for LLMs (Thesis → Antithesis → Synthesis)
Probe
Lint and health-check any Model Context Protocol (MCP) server over stdio. Handshake, tools/list, JSON Schema validation, latency, and safe round-trips.
JFrog
Model Context Protocol (MCP) Server for the JFrog Platform API, enabling repository management, build tracking, release lifecycle management, and more.
Checkpoint
MCP Checkpoint continuously secures and monitors Model Context Protocol operations through static and dynamic scans, revealing hidden risks in agent-to-tool communications.
Airbyte Agent Connectors
🐙 Drop-in tools that give AI agents reliable, permission-aware access to external systems.
Go Utcp
Official Go implementation of the UTCP
Pluggedin App
The Crossroads for AI Data Exchanges. A unified, self-hostable web interface for discovering, configuring, and managing Model Context Protocol (MCP) servers—bringing together AI t…
MediaWiki
Model Context Protocol (MCP) Server to connect your AI with any MediaWiki
Ssh Manager
MCP SSH Server: 37 tools for remote SSH management | Claude Code & OpenAI Codex | DevOps automation, backups, database operations, health monitoring