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Gumloop Agent Orchestration

Creates Gumloop agents, attaches skills and MCP servers to them, runs them in sessions, and exports your organization's usage data.

by Gumloop ↗MCP Plumbing: Proxies, Registries & Inspectors✓ Official

LABSCO SUMMARY

An MCP server whose tools attach MCP servers to other agents — recursion is the feature.

attach_agent_mcp_server means one agent can extend another's reach without a human editing a config file. That is genuinely powerful and worth thinking about before granting: an agent with this tool can grant capabilities, which is a different kind of permission from calling one. cancel_session is the practical safety valve, and App Activity logging is what makes any of it auditable afterwards.

What it is

Gumloop's first-party endpoint. What it manages is other agents: their configuration and versions, their skills, and which MCP connectors they in turn can reach.

What you get

  • list_agents, get_agent, create_agent, update_agent — agents with a name, model and configuration
  • list_agent_versions and get_agent_version — an agent's immutable versions and their configuration
  • attach_agent_skills and detach_agent_skills — compose an agent's capabilities from stored skills
  • attach_agent_mcp_server and detach_agent_mcp_server — give an agent its own MCP connectors, or take them away
  • start_agent and get_agent_status — asynchronous interaction, polled
  • create_agent_session, get_session, send_session_message, cancel_session, rename_session, list_agent_sessions — conversations with an agent, including cancellation and search across past sessions
  • list_skills, create_skill, update_skill — skills built from files in your workspace
  • list_models — the model groups available
  • export_data and get_export_status — organization exports of agents, interactions and credit logs as CSV (admin only)

Requirements

A Gumloop account with a Gumloop API key set up in the Gumloop API Key connector; your client signs you in over OAuth the first time it connects. Enterprise adds incognito mode, custom retention and model access control, with all tool use recorded in App Activity.

Setup effort

Paste a URL, then authorize — add the endpoint to your client, then approve the OAuth consent screen