Looptool
Automatically collect structured feedback on the MCP server you ship so you can iterate on tools and prompts without a custom feedback form.
Overview
dev.looptool/looptool is a MCP server for the Operate phase that automatically collects feedback on your MCP server via Looptool’s hosted API.
What is this MCP server?
- MCP server purpose-built to gather feedback on other MCP servers
- Hosted streamable-http API at https://www.api.looptool.dev/mcp
- Bearer API key authorization header for secure calls
- Version 1.0.0 remote integration
- Closes the loop between shipping agent tooling and learning what breaks in production
- Server version 1.0.0
- Remote MCP at https://www.api.looptool.dev/mcp
- Authorization Bearer API key required on remote
What problem does it solve?
MCP authors ship servers blind—user friction and tool failures rarely return as structured feedback the builder can act on.
Who is it for?
Indie devtool makers running a public or beta MCP who need a managed feedback loop without building custom telemetry.
Skip if: Builders who only consume third-party MCPs and never maintain their own server.
What do I get? / Deliverables
Feedback on your MCP server flows into Looptool automatically so you can prioritize fixes and doc updates in your iterate cycle.
- Automated feedback capture pipeline for your MCP server
- Actionable user-reported issues for iterate prioritization
- Reduced custom survey or logging work for MCP maintainers
Recommended MCP Servers
Journey fit
Continuous feedback on your own MCP server is an operate-and-improve loop once the integration is live with real users. Iterate subphase covers tightening product quality from signals—here, automated feedback collection on MCP server behavior.
How it compares
MCP-native feedback collector, not application error monitoring like Sentry or full product analytics suites.
Common Questions / FAQ
Who is dev.looptool/looptool for?
Solo builders and small teams maintaining custom MCP servers who want automated user feedback tied to their agent integration.
When should I use dev.looptool/looptool?
Use it after your MCP is in beta or production, and while iterating on tools, docs, and reliability based on real agent-user sessions.
How do I add dev.looptool/looptool to my agent?
Add the streamable-http remote https://www.api.looptool.dev/mcp with an Authorization Bearer header containing your Looptool API key in your MCP client config.