Website feedback tools, compared.
Most website feedback tools pin comments to a page. They differ in price, in who can comment, and in whether your coding agent can read the feedback. Here is how they compare.
Plans and agent access
| Tool | Free plan | Paid plans | Agent access |
|---|---|---|---|
| pinthread | $0 a month, with no trial that runs out. Up to 10 projects, 25 members per project, 10,000 comments per project, 100 MB of storage per project. | Higher limits by email | MCP server and agent tokens on every plan, including Free |
| Marker.io | No free plan. A 15-day free trial. | From $39 a month billed annually, or $59 billed monthly | MCP server for all customers at no extra cost |
| BugHerd | No free plan. A 7-day free trial. | From $42 a month billed annually, or $50 billed monthly | MCP server in beta, free for all BugHerd subscribers |
| Userback | 2 feedback projects. Feedback stays available for 7 days. | From $29 a month billed annually, or $39 billed monthly | MCP connectors on paid plans |
| Huddlekit | 1 project, 3 team members, and 100 MB of storage | From $16 a month billed yearly | MCP on paid plans |
| Ruttl | 1 project, 5 pages, and up to 5 users | From $18 a month per user | No MCP listed on the pricing page |
Checked on 7 October 2026. Sources: Marker.io pricing, Marker.io MCP, BugHerd pricing, BugHerd MCP, Userback pricing, Huddlekit pricing, Ruttl pricing.
Detailed comparisons
- pinthread vs AgentationA React toolbar for your own notes, with a local MCP server.
- pinthread vs Vercel commentsComments on Vercel deployments. Every reviewer needs a Vercel account.
- pinthread vs Marker.ioBug reports with screenshots, console logs, and session replay. Paid plans after a 15-day trial.
- pinthread vs BugHerdClient feedback as tasks on a project board. Paid plans after a 7-day trial.
How to choose
- Need console logs and session replay in each bug report? Look at a bug reporting tool such as Marker.io.
- Run client projects on a task board? Look at BugHerd.
- Want threaded comments on any site, a free plan, and a coding agent that resolves the feedback? Try pinthread. The free plan includes the MCP server.
Questions
Which website feedback tools have a free plan?
pinthread, Userback, Huddlekit, and Ruttl list a free plan, each with different limits. Marker.io and BugHerd offer a free trial, then paid plans.
Which website feedback tools work with coding agents?
pinthread includes its MCP server on the Free plan. Marker.io and BugHerd include one for every subscriber. Userback and Huddlekit offer MCP on paid plans.