Connect mumo and your agent gets 8 tools, among them append_round, create_deliberation, get_credit. It answers at https://mumo.chat/api/mcp over streamable HTTP, and it listed its tools to an anonymous client, so no sign-in was needed for that. Our probes reached it 10 of 10 times since 4 September 2026; the last check, on 17 October 2026, succeeded.
Multi-model deliberation over MCP: full responses plus typed cross-model reactions from other labs.
Description as the publisher wrote it.
| Tool | What it does |
|---|---|
append_round | Add a follow-up round to an existing deliberation session. Use after reading the previous round's claim_map and responses to steer the conversation. The `snippets` array lets you forward specific quotes from the prior round's responses with Inputs: session_id, prompt, moderator_name, snippets, takeaway, recap_round |
create_deliberation | Start a multi-model AI deliberation on a question or decision. Runs the prompt through multiple frontier AI models in parallel and extracts typed reactions (KEEP/EXPLORE/CHALLENGE/CORE/SHIFT) into a claim map of where they agree and diverge Inputs: prompt, reference, models, moderator_name, application, improvement_consent |
get_credit | Fetch the caller's current credit wallet balance. Returns `effective_balance_usd` (markup-included, what's left to spend). Rounds are admitted while that balance is above zero, so this is the preflight check outside the write-op flow: above |
get_session | Fetch the full state of a deliberation session including all rounds, responses, snippets, and claim maps. Use to re-read completed session state. While a round is running, prefer `wait_for_round` so you do not repeatedly fetch the full tran Inputs: session_id |
list_models | List the full model catalog. Returns id, provider, display name, context window, max output tokens, pricing, and a per-model `available` verdict for your account (with `unavailable_reason` when false). Nothing is filtered out — `available` |
list_sessions | List the caller's deliberation sessions, optionally filtered by status. Most useful for agents managing multiple concurrent sessions — use `status: 'ready'` to find sessions awaiting your next round. Returns a lightweight list (no response Inputs: status, limit, offset |
share_session | Share a deliberation session at a public URL — anyone with the link can view it in the read-only reader deck. Returns the public `share_url` plus two machine-readable twins: `markdown_url` (the full transcript with per-round claim maps — th Inputs: session_id |
wait_for_round | Wait for a deliberation round to finish, then return the full session. This is the agent-friendly follow-up to `create_deliberation` and `append_round`: those tools return a fast ack; this tool polls the lightweight progress endpoint intern Inputs: session_id, round_id, round_index, timeout_seconds, poll_after_ms |
Every block below points at https://mumo.chat/api/mcp. Pick your client and copy.
claude mcp add --transport http mumo https://mumo.chat/api/mcp
{
"mcpServers": {
"mumo": {
"command": "npx",
"args": ["-y", "mcp-remote", "https://mumo.chat/api/mcp"]
}
}
}{
"mcpServers": {
"mumo": {
"url": "https://mumo.chat/api/mcp"
}
}
}{
"servers": {
"mumo": {
"type": "http",
"url": "https://mumo.chat/api/mcp"
}
}
}{
"context_servers": {
"mumo": {
"url": "https://mumo.chat/api/mcp"
}
}
}{
"mcpServers": {
"mumo": {
"serverUrl": "https://mumo.chat/api/mcp"
}
}
}{
"mcpServers": {
"mumo": {
"url": "https://mumo.chat/api/mcp"
}
}
}name: mumo
version: 0.0.1
schema: v1
mcpServers:
- name: mumo
type: streamable-http
url: https://mumo.chat/api/mcp{
"mcpServers": {
"mumo": {
"httpUrl": "https://mumo.chat/api/mcp"
}
}
}{
"mcpServers": {
"mumo": {
"type": "http",
"url": "https://mumo.chat/api/mcp"
}
}
}{
"mcpServers": {
"mumo": {
"url": "https://mumo.chat/api/mcp"
}
}
}goose://extension?url=https%3A%2F%2Fmumo.chat%2Fapi%2Fmcp&type=streamable_http&id=mumo&name=mumo
It answered our last check on 17 October 2026 in 195 ms. Over 10 checks since 4 September 2026 it answered 10. Status here comes from Neuronto's own probes, not from the publisher.
Yes. It is published by mumo.chat and served from mumo.chat, the vendor's own domain: https://mumo.chat/api/mcp.
8, as returned by the server's own tools/list on 9 September 2026: append_round, create_deliberation, get_credit, get_session, list_models, list_sessions, share_session, wait_for_round.
It answered our last check on 17 October 2026 in 195 ms. Over 10 checks since 4 September 2026 it answered 10.
Put the server under mcpServers in ~/.cursor/mcp.json with the URL https://mumo.chat/api/mcp. The exact JSON is above, with the same setup for Claude Code, Claude Desktop, VS Code, Windsurf, Zed, Gemini CLI and the rest.
It listed its tools to an anonymous client, so reading the tool list needs no key. Individual tools can still ask for credentials in their own inputs.
Publisher: chat.mumo. Endpoint host: mumo.chat. ARD identifier: urn:air:chat.mumo:mcp:mcp.
First indexed 31 August 2026. The tools are exactly what the server returned; nothing on this page
is inferred from its name. Ranking in Neuronto search is never for sale.