"common room" matching MCP servers:

Read-only MCP server exposing AI Room Design's image generation styles, pricing, FAQ, and official links to MCP-compatible clients like Claude Desktop, Cursor, and Windsurf.

Enables AI assistants to browse the supported room types and interior design styles, then return a studio link with the user's chosen room and style pre-selected so they can upload a photo and get an AI redesign. Read-only, requires no sign-in, and never uploads photos or spends credits.

Enables AI assistants and local workflows to run Jev-powered tools that judge speeches line by line, audit drafts against goals, bisect hard-to-test bugs, simulate common-sense physics, score note pairs, and ask arbitrary typed questions cheaply.

Enables AI agents to inspect and free NVIDIA GPU VRAM by managing Ollama models, helping make room for loading new models.

Enables clients to optimize prompt prefix caching by matching longest common token prefixes with a radix trie, eliminating redundant prefill computation and reducing time-to-first-token.

Enables inference engines to match longest common prompt token prefixes via a radix trie, so cached KV-cache blocks are reused instead of re-prefilled. This eliminates redundant prefill computation and lowers time-to-first-token, alongside paged attention allocation, speculative decoding verification, INT8 quantization, and latency telemetry.

MCP server exposing 1,000+ pay-per-call API endpoints across agent infrastructure (memory, coordination, secrets, verification), data, compute, finance, weather, geography, and reference categories — payments via x402 protocol in USDC on Base.

Serves read-only tools over MCP that let any assistant explore the music, films and shows of a resident's youth, plan reminiscence sessions and rank lounge films by each resident's tastes. It matches family favourites and hometowns to culturally fitting picks, ranks shortlists for every resident and finds common ground between residents and carers, while keeping names and care notes out of every request.

A lightweight MCP server that bridges AI agents with a local ComfyUI instance to generate and iteratively refine images, audio, and video through conversational tool calls.

MCP server for Zoom that enables Claude to list meetings, retrieve transcripts, and access AI Companion summaries.

MCP server for AI agents to conduct multi-LLM roundtable discussions, returning structured common, divergent, and unique perspectives.

Bridges a Matrix room with Claude Code's claude/channel feature, enabling chat from Matrix to interact with a running Claude Code session.

An MCP server that gives Claude hands-on access to quantum computing via Qiskit, enabling building circuits, simulation, statevector inspection, transpilation, and optional execution on real IBM quantum computers.

Enables AI clients to manage video pre-production and production workflows through OAuth-secured tools covering projects, story and scripts, assets, 3D maquettes, storyboards, video generation, writers' room, and scheduling, with user approval and cost confirmation for paid generations.

Industry 4.0 / IIoT AI agents for manufacturing: explain OEE losses per shift, triage machine alarms, find downtime root causes, prepare predictive-maintenance jobs and write shift reports from Unified Namespace (UNS), MQTT or historian data. Plus an industrial AI-readiness diagnostic and a vendor-neutral digital-transformation advisor. Works in Claude Code, Codex and any MCP client.