Looptool
dev.looptool/looptool is a MCP server that automatically collects feedback on your MCP server via Looptool’s hosted API.
About
dev.looptool/looptool is an MCP server that automatically collects feedback on your MCP server, aimed at developers who ship agent integrations and need a lightweight iterate loop instead of duct-taping Typeform and spreadsheets. After you publish stdio or HTTP MCP tools, you register Looptool’s remote endpoint at https://www.api.looptool.dev/mcp with an Authorization Bearer API key so sessions can record what confused users, which tools failed, or what docs were missing. Primary journey placement is operate iterate, but it also supports build agent-tooling when you are still hardening a server before wide release, and grow analytics when you treat qualitative themes as input to roadmap calls. Version 1.0.0 is described as automatic feedback collection—expect opinionated workflows from Looptool rather than generic crash reporting.
- 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
Looptool by the numbers
- Data as of Jul 7, 2026 (Skillselion catalog sync)
claude mcp add --transport http looptool https://www.api.looptool.dev/mcp --header "Authorization: Bearer YOUR_TOKEN"Add your badge
Show developers this MCP server is listed on Skillselion. Paste this into your README.
| Transport | HTTP |
|---|---|
| Auth | Required |
What it does
Automatically collect structured feedback on the MCP server you ship so you can iterate on tools and prompts without a custom feedback form.
Who is it for?
Best when you're running a public or beta MCP and need a managed feedback loop without building custom telemetry.
Skip if: Skip if you only consume third-party MCPs and never maintain your own server.
What you get
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
By the numbers
- Server version 1.0.0
- Remote MCP at https://www.api.looptool.dev/mcp
- Authorization Bearer API key required on remote
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FAQ
Who is dev.looptool/looptool for?
Developers 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.