The request "review-response" names no specific product, so the candidates are those whose sources show tools for responding to or handling reviews. ReplyOnTheFly is built specifically to generate and post replies to Google Business Profile reviews 8, though its action record was not read. GitHub 12 and Sentry 14 offer review-related actions for pull requests, and GitBook 17 offers a review-side action for change requests. Which review-response workflow is meant (customer reviews, pull r
A question back: Do you mean replying to customer reviews (for example Google Business Profile reviews), or responding to code review comments on pull requests and change requests?
- 1
ReplyOnTheFlyreplyonthefly.comwebsite read, tools not yet checked
AI tool that generates personalized replies to Google reviews and posts them directly to Google Business Profile.
official:MCP server · ReplyOnTheFly
- 2
GitHubgithub.comverified and signed
Creates a line-level comment on a pull request diff, which is how code review responses are posted.
official:CLI · github-mcp-serverskill · add-community-extensionskill · git-commitskill · acquire-codebase-knowledge+2,468 community tools built for it
for agents: github_create_pull_request_review_comment · dotnet-design-pattern-review · apple-appstore-reviewer
- 3
Sentrysentry.ioverified and signed
Its gh-review-requests and code-review actions fetch review requests on open pull requests and perform code reviews following Sentry engineering practices.
official:MCP server · @sentry/mcp-serverSDK · @sentry/nodeCLI · sentry-clirepository · sentry-pythonskill · sentry-cli+44 community tools built for it
for agents: security-review · gh-review-requests · code-review
Sources
- 2GitHub · Change is constant. GitHub keeps you ahead. · GitHub · GitHubgithub.com · read 2026-10-29
- 4Sentry Docs | Application Performance Monitoring & Error Tracking Softwaredocs.sentry.io · read 2026-10-29
- 8AI Google Review Replies & Business Profile Automation | ReplyOnTheFlyreplyonthefly.com · read 2026-10-29
- 12GitHub (Activepieces): declares "github_create_pull_request_review_comment" (the record we read and signed)unfragile.ai · read 2026-10-24
- 14security-review: declares "security-review" (the record we read and signed)unfragile.ai · read 2026-10-24
- 17gitbook: declares "submitAssistantFeedback" (the record we read)github.com · read 2026-10-24
Left out: Webhook, because each one's own page says it is retired or discontinued.
For agents: the 10 actions behind this answer
RequestReview · Cloudflare API verified and signed
Request review on mitigations
github_create_pull_request_review_comment · GitHub (Activepieces) verified and signed
Create Pull Request Review Comment — Comments on one line of a pull request's diff.
code-review · code-review verified and signed
Run a final code review on a pull request
security-review · security-review verified and signed
Security code review for vulnerabilities. Use when asked to "security review", "find vulnerabilities", "check for security issues", "audit security", "OWASP review", or review code for injection, XSS, authentication, authorization, cryptography issues. Provides systematic review with confidence-base
· Playwright website read, tools not yet checked
Web automation and testing for apps, scripts, and AI agents
request_approval_direct_message · Slack (Activepieces) verified and signed
Request Approval from A User — Sends approve/reject buttons to a user and waits for the answer.
submitAssistantFeedback · gitbook found in code, not yet checked
Record the user's rating of your own previous response, reusing the same signal as the thumbs up/down control shown under each answer. Use this when the user reacts to how you answered — telling you it was wrong, unhelpful, or incomplete (rate 'bad'), or that it helped (rate 'good'). This is about y
· ReplyOnTheFly website read, tools not yet checked
AI that runs your Google Business Profile: review replies from your inbox, SEO posts, local rankings, and profile updates by chat. You stay in control of every reply and change. Free forever plan.
snowflake-cortex-code · snowflake-cortex-code verified and signed
Automatically route Snowflake prompts from Claude Code to Cortex Code for execution. Provides slash commands for code review and task delegation, plus skills for routing, run, and setup.
pr-review · pr-review verified and signed
Review PyTorch pull requests for code quality, test coverage, security, and backward compatibility. Use when reviewing PRs, when asked to review code changes, or when the user mentions "review PR", "code review", or "check this PR".
Labels are the instruments' verdict and are never changed by ranking. Agents and robots get this same answer as JSON at /api/v1/find?q=…&answer=1 and through the MCP server.