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  3. Feedback.tools
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Health: ActiveRecent health check succeeded.Last checked 10/4/2026, 11:31:07 PM

Feedback.tools

User RatingsBe the first to rate and review this MCP server! Enrichment pendingWe haven’t run our AI enrichment pass on this listing yet, so the overview, use cases, and FAQ below may be sparse or missing. We work through the catalog over time β€” check back soon.
View RepositoryVisit WebsiteSupport
customer-feedbacksurveysnpscsatremote

Customer feedback for your AI assistant: read CSAT, NPS and CES scores, search survey responses, explore AI themes with bugs, feature requests and emotions, create surveys and import feedback. Remote server at https://feedback.tools/mcp with OAuth sign-in.

Quick Install

Automated & IDE Setup

Copy the AI prompt to install this server into Claude Code, Cursor, or another agent β€” or use 1-click editor setup below.

Add to CursorAdd to VS Code
Manual Client & Custom JSON ConfigExpand JSON β–Ύ

Client Config & Setup

Remote HTTP
Choose your client or environment
Target File:~/Library/Application Support/Claude/claude_desktop_config.json
claude_desktop_config.json
{
  "mcpServers": {
    "feedback-tools": {
      "url": "https://feedback.tools/mcp"
    }
  }
}

πŸ’‘ Paste the JSON block into your client's configuration file under mcpServers, then restart the application.

Install Tool Schemas (19) Directory Badge Claim listing AlternativesπŸ“‹ More in Product Management

Capabilities & Tool Schemas (19) ~319 tokensApproximate context cost of this server’s tool schemas (~4 chars/token), before any tool is called. Actual usage depends on your client and model.Self-reported Self-reportedParsed from the repository README, not verified against a live server β€” may be incomplete or out of date.

Inspect callable tools, capabilities, and parameters exposed to AI agents by Feedback.tools.

ping

Checks the connection and shows the name of the connected app

list_surveys

Lists your surveys with their subscription status

get_survey

Shows one survey: settings, status and response counts

get_responses

Lists responses, newest first, with filters by score, date, country and comment

get_response

Shows one response with the bugs, feature requests and emotions found in it

search_responses

Full-text search over response text

Documentation Overview

feedback.tools

feedback.tools MCP server

Customer feedback for your AI assistant: CSAT, NPS and CES scores, response search, AI themes with bugs and feature requests. Create surveys and import feedback.

Documentation Β· feedback.tools Β· MCP Registry


feedback.tools collects customer feedback with CSAT, NPS, CES and open-text surveys that run as a widget on your website or app. AI reads every response and groups it into themes: bugs, feature requests and emotions.

The MCP server lets an AI assistant work with that data from a chat. Ask "What are the top bugs this month?" or "How did our NPS change since August?", and the assistant picks the tools it needs.

This repository holds the connection config and the Claude Code plugin with skills. The server itself is hosted by feedback.tools.

Server URLhttps://feedback.tools/mcp
TransportStreamable HTTP
AuthenticationOAuth 2.0. You sign in to feedback.tools in the browser and click Allow
Registry nametools.feedback/mcp

Requirements

A feedback.tools account with at least one survey. Responses, themes and scores are available for surveys on a free trial or with a subscription.

Connect

Claude

  1. Open Customize β†’ Connectors and click Add custom connector.
  2. Name: feedback.tools. URL: https://feedback.tools/mcp. Leave OAuth Client ID and Client Secret empty.
  3. Click Connect, sign in to feedback.tools and click Allow.

Claude Code

Install the plugin from this repository:

Code
/plugin marketplace add feedback-tools-platform/feedback-tools-mcp
/plugin install feedback-tools@feedback-tools

Or add the server directly:

Terminal
claude mcp add --transport http feedback-tools https://feedback.tools/mcp

Then run /mcp, pick feedback-tools and sign in.

ChatGPT, Codex and other clients

Any client that supports remote MCP servers with OAuth can connect to https://feedback.tools/mcp. Step-by-step guides: feedback.tools/docs/mcp.

Tools

Read

ToolWhat it does
pingChecks the connection and shows the name of the connected app
list_surveysLists your surveys with their subscription status
get_surveyShows one survey: settings, status and response counts
get_responsesLists responses, newest first, with filters by score, date, country and comment
get_responseShows one response with the bugs, feature requests and emotions found in it
search_responsesFull-text search over response text
list_themesLists AI themes with the number of responses behind each one
list_bugsLists bug themes
list_feature_requestsLists feature-request themes
list_emotionsLists emotion themes
get_themeShows one theme with its weekly trend and the responses behind it
get_csat_scoreReturns the CSAT, NPS or CES score for a period
get_score_distributionBreaks responses down by score
get_statsReturns response count, average score and response ratio

Write

ToolWhat it does
create_surveyCreates a survey from a type, a title and a question
update_surveyChanges survey settings: texts, languages, pages, trigger, country rules, response limit
create_responseImports feedback from email, chats or support tickets as a response
set_response_ignoredKeeps a response but leaves it out of scores and themes, or brings it back
delete_responseDeletes one response permanently. The assistant asks you to confirm

The assistant cannot delete a survey or your account.

Skills (Claude Code plugin)

The plugin adds three skills on top of the tools. Claude picks them up when your request matches.

SkillWhat it does
feedback-digestSummary of a survey for a period: score and its change, top bugs, feature requests, emotions and quotes
bug-reportsTurns bug themes into bug report drafts to paste into your issue tracker, with counts, trend and quotes
create-surveyHelps choose the survey type and question, then creates and sets up the survey

Revoke access

In feedback.tools open Settings β†’ MCP connection β†’ Connected apps and click Disconnect next to the app.

Support

support@feedback.tools Β· Privacy policy

License

The configuration files in this repository are released under the MIT License. The feedback.tools service is subject to its own terms.

Read the full README β†’View source on GitHub β†’

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    Triangulates HelpScout support tickets and ProductLift feature requests to generate prioritized product plans. Scores themes by convergence (same signal in both sources = 2x boost), scrubs PII, and accepts business metrics from other MCP servers via kpicontext for composable prioritization.

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Adoption & maintenance

Factual signals from GitHub, npm, and our automated checks β€” not a rating.

Last commit
Today
Most recent push to the default branch.
Maintenance
Actively maintained
Status declared by the project or listing owner.
Tools exposed
19
Callable tools this server registers over MCP.

Reviews

No reviews yet β€” be the first to share how this listing worked for you.

Frequently Asked Questions about Feedback.tools

feedback.tools is a hosted MCP server. Add it as a remote server in your client's config: "mcpServers": { "feedback-tools": { "url": "https://feedback.tools/mcp" } }

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Technical Specs & Signals

CategoryπŸ“‹Product Management
PricingPaidFree trial for every new survey, then a per-survey subscription.
More technical detailsExpand β–Ύ
TransportSSE (Remote)
AuthOAuth
LicenseProprietary
MaintenanceActively maintained
ClientsClaude Desktop, Claude Code, OpenAI Codex CLI
Last updatedOct 4, 2026
Views0
Unique ViewsTotal visits recorded for this listing page on AllMCPs.
Installs0
Installs & Copy ActionsTotal times users copied install commands or configuration snippets for this server.
GitHub stars0
GitHub Star CountTotal stargazers on GitHub representing community popularity (0 stars).
Last commitToday
Last Repository CommitThe most recent commit or push recorded for this server's GitHub repository.Last commit on Oct 4, 2026
51Quality signal: Good Β· 51/100How this signal is calculated β–Ύ
Server availabilityNot measured

Not scored for repo-hosted servers β€” we can't reach the running server, only its GitHub page. Hosted MCP endpoints are health-checked live.

Verified ownership10/20
Documentation & tools24/30
Adoption & activity4/15
Community engagement0/10

A guidance signal from public completeness & health data β€” not a user rating. New listings start lower and rise as they add docs, get verified, and grow adoption. Signals we can't observe for a listing are skipped, not counted against it.

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