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Gumloop

MKT AUTO
Velocity7.5

Gumloop is building the operational layer to run custom agents across an organization

agent-platformmcpgovernancemodel-supportcredit-managementteam-collaboration
◆Current state
Gumloop is building out the operational layer around custom agents. The latest release adds Claude Sonnet 5 and agent-owned credentials, on top of recent work on per-agent analytics, org-wide credit insights, and connector access requests. MCP connectivity keeps widening — live artifacts can now reach all connected MCP servers.
◆Where it's heading
The platform is moving from 'build an agent' to 'run agents across an organization': analytics, credit visibility, access control, and multi-channel triggers (Slack, Teams) point squarely at team and admin needs. Adopting frontier models quickly and deepening MCP support keeps Gumloop current as an agent execution layer.
◆Prediction
Expect more governance and observability around agents — per-agent cost controls and audit — plus continued fast adoption of new models and MCP capabilities.

◆Recent moves

  1. 2d ago

    Claude Sonnet 5

    ⚡ SPARK

    Adding Claude Sonnet 5 keeps Gumloop current on frontier models, while agent-owned credentials let an agent run on its own identity so everyone chatting with it shares one credential set — a step toward agents as shared org resources.

  2. 4d ago

    Agent Analytics

    Per-agent analytics show usage, users, and which tools get called, giving builders a way to judge whether the agents they ship earn their keep — part of the shift to operating agents, not just building them.

  3. 8d ago

    Request Access to Connectors

    A request-access flow for connectors plus more reliable custom MCP servers smooth the path to giving agents the tools they need without admin bottlenecks.

  4. 9d ago

    Live Artifacts Connect to More MCP Servers

    Live artifacts can now call tools from every connected MCP server, widening what agent-built dashboards, reports, and forms can reach.

  5. 11d ago

    See Where Your Organization's Credits Go

    An Insights dashboard breaks down credit usage across the org by model and run, adding the cost visibility teams need to run agents at scale.

  6. 16d ago

    Trigger Agents from Slack Reactions

    Slack-reaction triggers let a quick emoji kick off an agent, extending Gumloop's trigger surface into everyday chat workflows.