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MCP server CX Codex

Feedbacks — Claude Code MCP server for visual feedback

Feedbacks brings website annotations, session recordings and team discussion together so a coding agent can inspect a reported issue and its project context.

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What Feedbacks does

Feedbacks collects screenshot pins, text replacement suggestions, browser recordings and diagnostics around a reported issue. A team can discuss the evidence, assign work and track progress. Through MCP, an agent can read approved project instructions and reviewer guidance.

Setup starts with a shared team server. Connect the Chrome extension next, then add project context and configure each developer’s personal MCP access. One installation serves one organization. A production deployment needs HTTPS, PostgreSQL and private S3-compatible storage, so plan for those services before choosing that setup. The server and clients use the Apache-2.0 license.

What it helps with

  • pin a visual issue to a screenshot
  • compare a bug report with a browser session recording
  • give an agent approved project guidance
  • bundle discussion, media and diagnostics for review
  • track assigned feedback and its progress

Example prompts for the agent

  • Inspect the Feedbacks screenshot report and suggest a change using the approved project context.
  • Compare this issue with its Feedbacks session recording and browser diagnostics.
  • Review the discussion and describe how to verify the agreed change.

How to install Feedbacks

Install

The MCP registry has no launch command for it: see the repository README

Step by step, with commands for each platform: How to add an MCP server to Claude Code, Codex, Cursor, VS Code, Gemini CLI and more

Questions about Feedbacks

How do I install Feedbacks for Claude Code?

Set up the team server first, then install and connect the Chrome extension. Add project context and configure each developer’s personal MCP access afterward; one deployment serves one organization.

What does Feedbacks do?

It brings visual annotations, session recordings and browser diagnostics into a shared review workflow. An agent can read approved project context through MCP.

What does a production self-hosted setup need?

It requires HTTPS, PostgreSQL and private S3-compatible storage. The team server comes before the browser extension and individual MCP setup.

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