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Mumo

by chat.mumo

Multi-model deliberation over MCP: full responses plus typed cross-model reactions from other labs.

Power your agent

Add this server

The publisher's own URL. Not a PlugMCP endpoint.

Server URL
https://mumo.chat/api/mcp
Provider
Add in Claude

Claude opens with the name and URL filled in. You still confirm it there.

Claude Code
claude mcp add --transport http chat.mumo-mcp https://mumo.chat/api/mcp

Run in a terminal.

Claude Desktop
{
  "mcpServers": {
    "chat.mumo-mcp": {
      "command": "npx",
      "args": [
        "-y",
        "mcp-remote",
        "https://mumo.chat/api/mcp"
      ]
    }
  }
}

claude_desktop_config.json

Step-by-step: add this in Claude

Remote URL or a command on your machine? How the two installs differ

Run on PlugMCP

Host a copy with our keys and logs.

A new server you create. It is not this listing's official endpoint. Use the publisher install when you want their URL and their credentials.

Launch

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Questions

How do I install Mumo?
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Mumo need an API key?
No required environment variable is listed on this record.
What transport does Mumo use?
Mumo is reached over HTTP.
When was Mumo last checked?
Last checked 2026-10-16. Multi-model deliberation over MCP: full responses plus typed cross-model reactions from other labs.

Multi-model deliberation over MCP: full responses plus typed cross-model reactions from other labs.

mumo — multi-model deliberation over MCP

Your agent sends a question to models from different labs — Claude, GPT, Gemini, Grok, DeepSeek, Kimi, and more — and gets back their full responses plus typed cross-model reactions. The participating models react to each other directly and explain, in their own words, what they agree with, challenge, or want to explore further. Built for architecture, plan/spec review, strategy, and pre-launch pressure tests. Free monthly credit; API key required.

The server is remote. There is nothing to run locally.

https://mumo.chat/api/mcp

Install

One-click, per host — each page walks through the key and the client's own install flow:

HostInstall page
Claude Codehttps://mumo.chat/install/claude-code
Cursorhttps://mumo.chat/install/cursor
Codexhttps://mumo.chat/install/codex
VS Code (Copilot)https://mumo.chat/install/vs-code
Grok Bothttps://mumo.chat/install/grok-bot
Hermes Agenthttps://mumo.chat/install/hermes
OpenClawhttps://mumo.chat/install/openclaw
Anything elsehttps://mumo.chat/install

Any MCP client that supports Streamable HTTP with a custom header:

{
  "mcpServers": {
    "mumo": {
      "url": "https://mumo.chat/api/mcp",
      "headers": {
        "Authorization": "Bearer mmo_live_YOUR_KEY_HERE"
      }
    }
  }
}

Get a key at mumo.chat/settings/api-keys (sign-in required; keys start with mmo_live_). initialize and tools/list work without a key, so your client can inspect the tools before you create one; tool calls need the header.

Tools

ToolWhat it does
create_deliberationStart a deliberation. Returns an ack immediately (session_id + round_id); the models run in the background.
wait_for_roundBlock on cheap progress polling until the round is done, then return every model's response and the claim map.
append_roundAdd a follow-up round, optionally steered with typed snippets (KEEP / EXPLORE / CHALLENGE / CORE / SHIFT).
get_sessionRead full session state: rounds, responses, snippets, claim maps.
share_sessionShare a session at its public URL; returns the page plus .md and .brief.md machine twins.
list_sessionsList your prior sessions.
list_modelsList the models available to your account, with pricing.
get_creditRead your credit balance.

Full reference, request and response shapes, and per-client notes: https://mumo.chat/docs/mcp. Machine-readable descriptors: /.well-known/mcp.json (manifest) and /api/mcp/server-card (MCP Server Card). Registry name: chat.mumo/mcp.

The loop

  1. create_deliberation with the question, written in the operator's first person ("I'm deciding whether to…").
  2. wait_for_round — panels take 15–120 s; a long wait is normal.
  3. Read the claim map before the prose. Steer with append_round and snippets, or stop.

The panel is advisory. Read the disagreement; don't defer to whichever side has more votes.


This repo: the client baseline

Beyond the server, mumo ships a skill for each host that teaches the agent when to convene a panel and how to read one. This repo is the source of truth for that skill: one tokenized SKILL.template.md plus a per-client overlay, rendered into each sibling client repo by the build script in scripts/. Never edit a client's SKILL.md directly — edit here and re-render.

Client repoRenders to
mumo-chat/mumo-claudeClaude Code plugin
mumo-chat/mumo-cursorCursor plugin
mumo-chat/mumo-codexCodex plugin
mumo-chat/mumo-vscodeVS Code extension
mumo-chat/mumo-hermesHermes Agent skill
mumo-chat/mumo-openclawOpenClaw skill

Contents

skills/mumo/
├── SKILL.template.md       # tokenized baseline (the source of truth)
├── playbooks/              # shared cognitive-shape playbooks
└── references/             # shared reference docs (claim maps, snippets, takeaway, etc.)
scripts/
├── build-skill.js          # renderer: template + per-client overlay -> client SKILL.md
├── README.md               # how the build system works
└── clients/                # per-client configs + Setup/Frontmatter partials
server.json                 # Official MCP Registry descriptor (chat.mumo/mcp)

The template uses {{TOKEN}} markers for per-client substitution points (application name, moderator example, install URL, tool-naming registry note, etc.). Each scripts/clients/<client>.json fills them in.

Building

node scripts/build-skill.js                      # render to all six sibling client repos
node scripts/build-skill.js --target <client>    # render one
node scripts/build-skill.js --verify-all         # check for drift across all six (use in CI)

See scripts/README.md for details (token reference, adding a new client, etc.).

Editing

  • Shared kernel changes → edit skills/mumo/SKILL.template.md. Re-render to propagate.
  • Per-client overlay changes (## Setup body, frontmatter, application name, moderator example, install URL, tool-naming note) → edit scripts/clients/<client>/ partials or scripts/clients/<client>.json tokens. Re-render.
  • Shared playbooks / references → edit skills/mumo/playbooks/ or skills/mumo/references/. Currently propagated manually; build-system handling is a follow-up.

Architecture

The shared-sections + per-client-overlay model is documented in docs/MCP_CLIENTS.md in the main mumo repo. The 2026-05-20 audit at docs/audits/2026-05-20-mcp-skill-delta.md enumerates exactly which sections are shared vs. per-client.

Links

  • Product — https://mumo.chat
  • For agents — https://mumo.chat/for-agents
  • MCP reference — https://mumo.chat/docs/mcp
  • REST API — https://mumo.chat/docs/api · OpenAPI — https://mumo.chat/openapi.json
  • Issues — https://github.com/mumo-chat/mumo-mcp/issues

License

MIT

How do I install Mumo?
Copy the http config for Cursor, Claude Desktop, Claude Code, or VS Code on this page. It uses the publisher's install, not a PlugMCP proxy.
Does Mumo need an API key?
No required environment variable is listed on this record.
What transport does Mumo use?
Mumo is reached over HTTP.
When was Mumo last checked?
Last checked 2026-10-16. Multi-model deliberation over MCP: full responses plus typed cross-model reactions from other labs.

No tool list yet. Remote servers get one after the first health check.

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