Best Customer Feedback Software for Model Context Protocol (MCP)

Trusted by over 25 million users worldwide, Jotform is an all-in-one platform that simplifies data collection, workflow automation, and online sales, all without coding. With Jotform’s drag-and-drop Form Builder, businesses can create customized forms and surveys to collect leads, contact information, payments, appointments, and e-signatures with ease. Choose from over 10,000 templates for everything from feedback surveys to registration forms, or build your own from scratch. Jotform's advanced features, such as conditional logic, autoresponders, and over 200 integrations, further streamline processes. In addition, Jotform's AI-powered Agents offer real-time customer support by guiding users through the form submission process, answering questions, and ensuring a smooth experience, all while reducing the need for manual intervention. With Jotform’s Store Builder, you can also set up an online store, sell products, services, and subscriptions, collect donations, and receive payments through 30+ supported payment gateways. Finally, Jotform’s tools like Approvals, PDF Editor, and Report Builder help businesses transform collected data into actionable insights and automate workflows for even greater efficiency.

Feedback1 is a cutting-edge product feedback solution designed specifically for B2B SaaS companies, leveraging AI to analyze all incoming requests from various sources such as widgets, portals, emails, and integrations. The AI efficiently tags and groups related themes, while also drafting actionable insights for product development. Product teams can prioritize tasks based on votes, CRM data, and OKRs. Customer success teams have visibility into which accounts provided input, enabling them to effectively close the feedback loop when new features are released via a public roadmap, changelog, and in-app notifications. Additionally, features like MCP, REST API, and webhooks empower teams to retrieve feedback seamlessly from Claude or Cursor. This innovative platform is securely hosted in the cloud, ensuring flexibility and accessibility for all users.

FeatQ is a hosted feature-request board built for software teams whose products are sold through a store: Shopify apps, WordPress plugins, browser extensions, Workspace add-ons and vertical SaaS. Requests usually arrive in store reviews and support tickets, where other users cannot vote; FeatQ collects them on one board. Users submit and vote with an email address only; there is no account to create. The team moves each request to planned, in progress or shipped on a public roadmap. When a request is marked shipped, it is published to the board's changelog and every voter who opted in gets an email. Each board also has an MCP endpoint, so Claude Code, Cursor, Windsurf, ChatGPT or any other MCP client can read the ranked requests and pull the top one directly from the board. Pricing is a flat rate per board, with no per-user fees and up to 10,000 voters per board: $19 a month at launch pricing, $144 a year, or $199 one-time for lifetime access, each with a 14-day money-back guarantee.

Project Echo serves as a platform for SaaS teams to gather customer feedback, including feature requests and bug reports. It offers a flexible feedback portal that can be set to public, private, or restricted access for users, featuring functionalities like voting, commenting, duplicate detection, identity masking, and board management tools. Teams benefit from the ability to categorize requests, utilize a drag-and-drop roadmap, and create changelog updates that inform contributors when features are launched. The platform also enables embedded feedback collection, supports custom domains, and provides a REST API along with inbound and outbound webhooks, while integrating seamlessly with tools such as Linear, Notion, Slack, and Tally. Additionally, its MCP server allows compatible AI clients, including Claude and Cursor, to read and modify requests, comments, and votes, as well as generate prompts for implementation. Users can access a free plan that includes essential features like feedback collection, roadmap management, changelog creation, API access, and MCP functionality, while a more advanced Pro plan introduces options for custom domains and personalized branding. Overall, Project Echo empowers teams to enhance their product development processes by effectively managing customer input and streamlining feedback workflows.

ShipLog is a cloud-based tool designed for gathering customer feedback and facilitating release communications, specifically aimed at individual SaaS entrepreneurs and small product development teams. It features a public feedback board where users can propose enhancements and cast votes, complete with status filtering options and optional moderation capabilities. Teams are able to create a public changelog using Markdown, categorize updates, and provide an RSS feed, all while keeping users informed by updating the statuses of requests as they are completed. An embeddable JavaScript widget allows users to submit their feedback or view updates directly within an application, and the option for verified-user voting links feedback submissions to authenticated users. Additionally, ShipLog offers a REST API and a remote Model Context Protocol (MCP) server that compatible AI clients can utilize to search through and summarize feedback, adjust item statuses, and create or release changelog updates. The platform includes a free plan that accommodates up to 10 feedback items and 10 changelog entries, while the premium plan eliminates these limits and removes branding for projects requiring additional features. With these tools, teams can efficiently manage customer insights and communicate changes effectively.