{"name":"mumo","description":"Multi-model AI deliberation. Ask a panel of frontier models from different labs to evaluate a hard decision, then read each model's raw response plus a structured claim map of where they agree, disagree, and flag unresolved risk.","documentation_url":"https://mumo.chat/docs/mcp","setup_url":"https://mumo.chat/install","mcp":{"endpoint":"https://mumo.chat/api/mcp","transport":"streamable-http","stateless":true,"authentication":{"type":"http-bearer","header":"Authorization","scheme":"Bearer","token_prefix":"mmo_live_","obtain_token_url":"https://mumo.chat/settings/api-keys","alternate":{"header":"X-Mumo-Api-Key","scheme":"none","token_prefix":"mmo_live_","use_when":"the client or gateway reserves the Authorization header"}}},"tools":[{"name":"create_deliberation","description":"Start a deliberation. Returns an ack immediately (session_id + round_id), not results — model execution runs in the background."},{"name":"append_round","description":"Add a follow-up round, optionally steered with typed snippets (KEEP / EXPLORE / CHALLENGE / CORE / SHIFT)."},{"name":"wait_for_round","description":"Block on cheap progress polling until a round is terminal, then return each model's response and the claim map."},{"name":"get_session","description":"Read full session state: rounds, responses, snippets, and claim maps."},{"name":"list_sessions","description":"List the caller's prior deliberation sessions."},{"name":"list_models","description":"List models available to the calling account, with pricing."},{"name":"share_session","description":"Share a session at its public /p URL; returns share_url plus the .md and .brief.md machine twins."},{"name":"get_credit","description":"Read the credit wallet balance and usage."}],"links":{"rest_api_docs":"https://mumo.chat/docs/api","openapi":"https://mumo.chat/openapi.json","llms_txt":"https://mumo.chat/llms.txt"}}