AI & Machine Learning MCP Servers

Open AIoT (开放AIoT) MCP Server — the open standard interface between AI and physical devices. Namespace placeholder; source at github.com/Open-AIoT/mcp.

Filesystem-driven four-lane kanban board (todo / doing / blocked / done) exposed as a read-only MCP server and a Python API. Works with DeepSeek Harness and any MCP client.

MCP server for fetching web URLs with token estimation, smart caching, and intelligent routing. Built for AI agents.

Model Context Protocol (MCP) server for the CallRail REST API v3

Model Context Protocol server for Microsoft 365 — Outlook (email, calendar, folders, rules), OneDrive (files, sharing), Microsoft Teams (chats, channels, messages, attachments, mentions), and Power Automate — via Microsoft Graph API with delegated OAuth.

MCP server for Sirv AI Studio - AI-powered image and video processing

QSP — relay MCP tools to any OpenAI-compatible local LLM (llama.cpp, Ollama, vLLM)

MCP server for AI Accounting OS - works with Claude, ChatGPT, Gemini, and all MCP-compatible platforms

MCP server for Acuity Project Management - enables LLM access to project data

Model Context Protocol server that connects Claude AI to the Albi restoration project management API. Query projects, manage contacts, create tasks, analyze financials through natural language.

Stdio MCP server that lets Claude Code (or any local MCP client) reach MCP servers hosted on the mcp-rtc mesh. Built on @nevescloud/mcp-rtc. Discovers the remote peer's tools and dynamically forwards them.

Validus Model Context Protocol (MCP) Server - Workspace data access for Claude Desktop and MCP clients

Heavily extended Ableton Live integration via MCP — 45 tools (vs 16 upstream) for device parameters, sidechain routing, arrangement view, return/master tracks, audio import, and clip editing from Claude

DcisionAI MCP Client — stdio↔HTTP proxy to the hosted DcisionAI optimization MCP.

Integrate [Model Context Protocol](https://modelcontextprotocol.io/) servers with your [Fastify](https://www.fastify.dev) app.

MCP server for meta-cognitive reasoning strategies and problem resolution.

Bidirectional bridge between the Model Context Protocol (MCP) and AAEP

Banana MCP - Gemini 2.5 Flash image generation server

Model Context Protocol (MCP) server for the Pollinations APIs with image saving functionality.

Model Context Protocol server for Autodesk Revit — 20 tools for read / query / create / modify / view operations, driven by Claude and other MCP clients.

A thin, auditable MCP server wrapping the Gemini CLI. Forward-compatible with future CLI flags via extra_args passthrough.

MCP server for managing Claude Code MCP servers, subagents, skills, and permissions across projects.

MCP server for TikTak time tracking and invoicing API

Ultra-lightweight, zero-dependency Python framework to build Model Context Protocol (MCP) servers for Claude.