MCP servers tagged ai
18K 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.
Brainstorm MCP
A single model's confident answer can still be wrong, so brainstorm-mcp runs multi-round debates between GPT, Gemini, DeepSeek, Claude, and local Ollama models and returns a struc…
Claude Memory MCP
Local citation-backed recall for Pi, OMP, Claude Code, Codex, and ChatGPT history.
wenerme/wener-mssql-mcp
Wener Node, Bun, NestJS, React Utils, Hooks & Demos
danmartuszewski/hop
Fast, elegant SSH connection manager with a TUI dashboard and MCP server
last9/last9-mcp-server
Last9 MCP Server
Gemini Webapi MCP
MCP server for Google Gemini — free image generation, editing & chat via browser cookies. No API keys needed.
Roampal Core
Outcome-based persistent memory MCP server for Claude Code and OpenCode. Good advice promoted, bad advice demoted. pip install roampal.
Mcpcat Python SDK
AgentCat is an analytics platform for MCP server owners 🐱.
Inai Wiki
🌍 The open-source Wikipedia of AI — 2M+ apps, agents, LLMs & datasets. Updated daily with tools, tutorials & news.
zenml-io/mcp-zenml
MCP server to connect an MCP client (Cursor, Claude Desktop etc) with your ZenML MLOps and LLMOps pipelines
panther-labs/mcp-panther
Write detections, investigate alerts, and query logs from your favorite AI agents
openclaw
将 [OpenClaw](https://openclaw.ai) Gateway WebSocket API 封装为 [MCP (Model Context Protocol)](https://modelcontextprotocol.io/) 服务，让任何支持 MCP 的宿主（Claude Desktop、Cursor、VS Code Copilot…
Handler
A2A protocol client for your terminal
MCP-OpenStack-Ops
90+ production-safe OpenStack tools for AI agents via MCP. Project-scoped & read-only by default. Works with Claude, Open WebUI & any MCP client. FastMCP + OpenStack SDK. Availabl…
Rlm Claude
Recursive Language Models for Claude Code - Infinite memory solution inspired by MIT CSAIL paper
CodeLogicIncEngineering/codelogic-mcp-server
An MCP Server to utilize Codelogic's rich software dependency data in your AI programming assistant.
Claude Code MCP
MCP Server connects with claude code local command.
Extract Llms Docs
Extract documentation for AI agents from any site with llms.txt support. Features MCP server, REST API, batch processing, and multiple export formats.
rsdouglas/janee
Secrets management for AI agents via MCP • @janeesecure
Turn Based Game MCP
A turn-based games app built with Next.js and TypeScript that features Tic-Tac-Toe and Rock Paper Scissors games with AI opponents powered by the Model Context Protocol (MCP), off…
inspektor-gadget/ig-mcp-server
Debug your Container and Kubernetes workloads with an AI interface
cqfn/aibolit-mcp-server
MCP Server for Aibolit Java Static Analyzer: Helping Your AI Agent Identify Hotspots for Refactoring
teamwork/mcp
Teamwork.com MCP server
Hoot
MCP Testing Tool — Like Postman, but for the Model Context Protocol.
Opentargets MCP
MCP server for Open Targets data
ScrAPI
MCP server for using ScrAPI to scrape web pages.
cameronrye/activitypub-mcp
A comprehensive Model Context Protocol (MCP) server that enables LLMs like Claude to explore and interact with the existing Fediverse through standardized MCP tools, resources, an…
Nautobot MCP
Nautobot Model Context Protocol (MCP) Server - Contains STDIO and HTTP Deployments with Embedding Search and RAG.
Mockloop MCP
Intelligent Model Context Protocol (MCP) server for AI-assisted API development. Generate mock servers from OpenAPI specs with advanced logging, performance analytics, and server…
Hexstrike AI Community Edition
HexStrike AI Community Edition - Cybersecurity tools for automated pentesting, vulnerability discovery, bug bounty automation, and security research. Seamlessly bridge LLMs with r…
PinMeTo
PinMeTo MCP server that enables users with authorized credentials to unlock their data
Claude Praetorian MCP
⚜️ An MCP server for context compaction and recycling in Claude Code
Cunzhi
告别AI提前终止烦恼，助力AI更加持久
Megamemory
Persistent project knowledge graph for coding agents. MCP server with semantic search, in-process embeddings, and web explorer.
Google Search
A Playwright-based Node.js tool that bypasses search engine anti-scraping mechanisms to execute Google searches. Local alternative to SERP APIs with MCP server integration.
Mcpspy
MCP Monitoring with eBPF
Open Skills
OpenSkills: Run Claude Skills Locally using any LLM
Bagel
Query robotics, drone, and IoT data in plain English through an MCP server, with an intelligent edge data reduction pipeline that keeps only the data that matters.
InditexTech/mcp-server-simulator-ios-idb
A Model Context Protocol (MCP) server that enables LLMs to interact with iOS simulators through natural language commands.
Mcpsvr
Discover Exceptional MCP Servers
Mimir
Mimir - Fully open and customizable memory bank with semantic vector search capabilities for locally indexed files (Code Intelligence) and stored memories that are shared across s…
Jinni
Bring your project into LLM context - tool and MCP server
Gimp MCP
GIMP MCP server
Unrealmotiongraphicsmcp
🚀 UE5-UMG-MCP: A deep-focused MCP for Unreal Engine UMG layout. Designed to maximize AI efficiency within limited context windows by prioritizing precision in UI structure, animat…
Glif MCP Server
Glif's hosted MCP server, plugin and skills for creating images, video and audio. Works with Claude, ChatGPT, Codex, Cursor and more.
Relamind
基于 AI 的个人成长轨迹分析系统，通过记录生活、回顾历史、分析模式帮助用户更好地理解自己，实现持续成长。包含智能路由、RAG 检索、自主任务智能体等功能。
furey/mongodb-lens
🍃🔎 MongoDB Lens: Full Featured MCP Server for MongoDB Databases
Smart Coding MCP
An extensible Model Context Protocol (MCP-Local-MRL-RAG-AST) server that provides intelligent semantic code search for AI assistants. Built with local AI models, inspired by Curso…
quarkiverse/mcp-server-jdbc
Model Context Protocol Servers in Quarkus
Ig MCP
A production-ready Model Context Protocol (MCP) server that enables AI applications to seamlessly interact with Instagram Business accounts.