Compare-first local MCP sidecar for browser AI workflows. The server is identified by the slug io.github.xiaojiou176-open/prompt-switchboard-mcp and is associated with topics including ai-comparison, browser-extension, chrome-extension, side-panel, and mcp. It supports workflow chat across multiple AI providers referenced in the available data.

🛠️ Key Features

Compare-first approach for AI outputs
Local MCP sidecar role in browser AI workflows
Sidebar-based interaction model (side-panel)
Multi-AI panel concept indicated by the excerpt (five AIs in one sidebar)

🚀 Use Cases

Browser extension workflows using MCP
Side-panel AI conversations with one shared prompt/context
Switching/comparing outputs across AI systems named in topics (e.g., ChatGPT, Claude Code, Codex, Gemini, Grok, Qwen, Perplexity)

⚡ Developer Benefits

MCP server integration pattern for browser-based AI tooling
Standardized “compare-first” behavior to support consistent evaluation

⚠️ Limitations

Provided data does not include tool names/counts, supported protocols beyond MCP, or detailed integration steps.

performing arts

MultiAiPanel

five AIs in one sidebar, one conversation, one ⌘+K

What You Get • Install • How It Work • Ecosystem

MultiAiPanel is a Chrome side panel that hosts every major AI side-by-side. One prompt, every model, side-by-side answers, no tab juggling.

code

┌──────────────────────────────────────┐
│  LOCAL-FIRST          ████████ 100%  │
│  SOURCE-TRACEABLE     ████████ 100%  │
│  TYPING REQUIRED      ░░░░░░░░   0%  │
│  VIBES                ████████ ZERO  │
│                                FILLER│
└──────────────────────────────────────┘

ChatGPT, Claude, Gemini, Grok, DeepSeek — same panel, same prompt, instant compare.

What You Get

Surface	What
`sidepanel`	All your AIs in one Chrome panel. Hot-swap, compare, fork.
`⌘+K compare mode`	Send the same prompt to N agents. See answers next to each other.
`mcp bridge`	MultiAiPanel doubles as an MCP server for downstream agents.
`public skills`	Drop into Claude/Codex/OpenClaw. Spawn the gang on demand.

IMPORTANT

Local-first by default. No silent telemetry. No cloud round-trip. Your data stays on your machine until you explicitly ship it somewhere.

Install

bash

git clone https://github.com/xiaojiou176-open/multi-ai-panel.git
cd MultiAiPanel
# follow the per-stack quickstart in INSTALL.md or docs/

Three commands. No curl | sh. No login. Read what you run.

Install break? Open your favorite agent and say "Read AGENTS.md and bootstrap MultiAiPanel for me." Agent fix own brain. Long version: docs/.

How It Work

The repo is seven layers — exactly the seven commits in git log. New work goes in as small named PRs. No 50-file mystery commits.

Layer	What
`chore: scaffold`	License, governance, hygiene gates, CI scaffolding.
`feat(core)`	The primary engine. The reason MultiAiPanel exists.
`feat(modules)`	Packages, adapters, services, plugins. The second floor.
`feat(contracts)`	Schemas, configs, public boundaries. Other code talks here.
`test:`	Receipts. Everything in this layer must run.
`feat(ops)`	Scripts, infra, CI helpers, build glue.
`docs:`	Public docs surface. The pretty face.

git log reads like a building floor plan. Look once, know the whole shape.

Ecosystem

MultiAiPanel lives in the *Me family: three personal tools. command-style names, stupid-simple jobs.

Repo	What
BeamMe	beam your agent config to any planet
BrewMe	wake up, news already brewed
MultiAiPanel (you here)	five AIs in one sidebar

Cross-family taste: BeamMe · BrewMe · OpenVibeCoding · proofyard.

Star This Repo

If MultiAiPanel saves you a click, an hour, or a headache — star costs zero. Fair trade. ⭐

Star History Chart

Also by Yifeng[Terry] Yu

BeamMe — beam your agent config to any planet
BrewMe — wake up, news already brewed
OpenVibeCoding — AI codes overnight, you ship in the morning
proofyard — every claim ships with its receipt
dealyard — let prices fight, you sit and watch

License

MIT — small print, big freedom.

Prompt Switchboard MCP Sidecar

🛠️ Key Features

🚀 Use Cases

⚡ Developer Benefits

⚠️ Limitations

Topics

MultiAiPanel

What You Get

Install

How It Work

Ecosystem

Star This Repo

Also by Yifeng[Terry] Yu

License

Install

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