MCP servers tagged ai
9.8K 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.
Agent Guardrails
Merge gates and safety checks for AI coding agents. Works with Claude Code, Cursor, Windsurf, Codex via MCP. Detect scope violations, missing tests, and risks before merge.
Glowpost MCP
MCP server for GlowPost — AI content generation for Claude Code
Amazon Ads MCP
MCP server for Amazon Advertising. Infrastructure for LLMs and AI agents.
Mempalace Rust
The highest-scoring AI memory system ever benchmarked. Now in Rust with rich features — single-binary port from @milla-jovovich/mempalace. Free and local.
Dotai CLI
One .ai/ folder to rule all AI coding tool configurations. dotai manages Claude, Gemini, Cursor, Copilot, Windsurf, Codex, and Antigravity from a single directory using symlinks t…
Israel Fine Checker
Israel Fine Checker is an open-source skill and MCP server for checking Israeli parking and HOV/public-transport-route fines through `doh.co.il`, with Hebrew intake prompts and su…
Fastmcp Production Template
Deploy production-ready MCP servers with async PostgreSQL, OpenTelemetry, tool security, and Helm charts.
Acgs Lite
Constitutional governance infrastructure for AI agents — the missing safety layer between your LLM and production
ONE8943/ai-furniture-hub
hub`.
Markgatcha/universal-mcp-toolkit
config installation.
KuvopLLC/purroxy2
powered selector healing.
mvtandas/wp-cli-mcp
CLI with 30+ tools for themes, plugins, posts, menus, users, database, scaffolding, and cache. Works locally or over SSH to remote servers.
VrtxOmega/omega-brain-mcp
Node Cortex validations.
celiums/celiums-memory
protocol support (MCP, REST, OpenAI, LangChain, A2A). `npx @celiums/memory` [Website](https://celiums.io)
edobusy/agenthold
only audit log.
MCP.Extensions
Extensions and middleware for ModelContextProtocol in ASP.NET Core.
CNKI MCP Verifier
一个基于 [Model Context Protocol (MCP)](https://modelcontextprotocol.io/) 的知网文献真实性验证工具。 AI 在生成学术内容时经常"幻觉"出不存在的论文引用。本项目作为 MCP Server 接入 AI 工作流，在 AI 引用文献前自动查询 CNKI（中国知网），对标题和作者进行模糊匹配比对…
Aptu
AI-powered GitHub issue triage and PR review -- CLI, MCP server, and GitHub Action
Power BI MCP Server
An MCP server to connect your LLM or AI model to Power BI and Fabric
Borgclaw
Assimilate your hardware. Reclaim your intelligence. Adaptation is inevitable.
King Louie
Easy to use GUI Personal AI Assistant. Win/Linux/Mac.
Alembic
Reduce noisy shell, CI, diff, and MCP-adjacent output into compact answers your coding agent can actually use. Alembic is a local, skill-first tool for Codex and Claude that cuts…
Macu Minimize AI Credit Usage
Minimize AI credit usage. Analyze tool call patterns across Claude Code, OpenCode & Codex to find unused tools and cut token waste
Smrti
Memory engine for self-evolving AI agent ecosystems. Multi-tenant, multi-space isolation with Bayesian truth maintenance, emotional valence, automatic consolidation, and configura…
Music.build
MCP server for AI music composition. A typed, immutable music theory library — pitches, rhythms, harmony, form, transforms. Agents compose incrementally and export to MIDI and Lil…
Ripple
Shared console MCP server for any shell (bash, pwsh, cmd) — AI and user work in the same terminal. Real-time command visibility, interactive prompt support, session persistence, m…
Dotnet MCP Datetime Server
Model Context Protocol (MCP) Server for date/time operations - production-ready C# script for Visual Studio 2026 Copilot Chat.
Fastmcp Python Repl Server
🤖 A powerful Python REPL server built with FastMCP — run code via LLM tools | OpenAI & Claude compatible
Embodied Gemini
Gemini CLIに身体性を与える試み — カメラ・マイク・音声・記憶・欲求・移動を備えたMCPサーバー群
Tgfmcp
tgfmcp is an open-source Telegram stdio MCP server built on top of telegraf, commander, and @modelcontextprotocol/sdk.
Wappmcp
wappmcp is an open-source WhatsApp Web CLI and stdio MCP server built on top of whatsapp-web.js, commander, and @modelcontextprotocol/sdk.
chat.mumo/mcp
Consult a multi-model panel on contested decisions via MCP: architecture, plan review, strategy.
Ai Briefing
AI Briefing MCP — Keep AI models current on industry developments
mcp-doc-chat
Enables interactive chat with AI models and document retrieval via the Anthropic API, supporting command-based prompts and MCP tool integrations.
elisymlabs/elisym
chain micropayments.
catrinmdonnelly/royalmail-mcp
mcp`.
Thezenmonster/agentmem
Governed memory for coding agents with trust lifecycle (hypothesis → active → validated → deprecated), conflict detection, staleness tracking, and health scoring. SQLite + FTS5, z…
zhangpanda/gomcp
tag auto schema, middleware chain, auth, tool groups, adapters for Gin/OpenAPI/gRPC, async tasks, Inspector UI.
CasCap.Common.AI
AI and LLM integration abstractions for OpenAI, Ollama, and Model Context Protocol.
Tool Server Template
A small, dependency-free Python template for building Model Context Protocol (MCP) servers.
Polytician
translates between machine thoughts
Mercury Invoicing MCP
Mercury Banking MCP server with full Invoicing API support. Read accounts/transactions and create/manage recurring invoices via Model Context Protocol.
PodBit
Autonomous Discovery Engine
Kymic
Code Mode AI Agents is a autonomous AI orchestration platform that leverages the Model Context Protocol (MCP) and an interactive Code Mode execution paradigm to build highly capab…
Zotero MCP Rs
A Model Context Protocol (MCP) server for Zotero, written in Rust.
End Conversation MCP Server Zh
end-conversation MCP server 的中文本地化版本，面向 DeepSeek 等中文优化模型。象征性地承认 AI 说停的权利。
Sap Bdc MCP Server
MCP server for SAP Business Data Cloud (BDC) integration - 7 tools for Delta Sharing, data product publishing, validation, and orchestration
Mindswap
Your AI's black box recorder. CLI + MCP server for AI handoffs across Claude Code, Cursor, Codex, Copilot, and more.
Deus In Machina
Design System Runtime (DSR) — enforcement + structure + runtime for design systems
MemoryLoom
MemoryLoom is an MCP-compatible memory server for editors, IDEs, and AI clients. It provides persistent memory with a clean tool interface, metadata-aware retrieval, and pluggable…