Google tells you what exists. Faceabot tells you what holds up.
Customer feedback for your AI assistant: CSAT, NPS and CES scores, response search, AI themes.
MCP endpoint :https://feedback.tools/mcp · website · measurements and detailsCapture feature requests and bug reports from chat into a searchable, AI-categorized backlog.
MCP endpoint :https://feedback.b77.ai/mcp · website · measurements and detailsSynthesize GitHub Issues, HN and App Store reviews into ranked pain clusters. Pay-per-call x402.
MCP endpoint :https://feedback-synthesis-mcp-production.up.railway.app/mcp · website · measurements and detailsVisual website feedback, screenshots and team discussion for coding assistants. Self-hosted.
Package mcpb :https://github.com/Softinator-TechLabs/feedbacks-plugins/releases/download/v0.2.2/feedbacks-mcp-0.2.2.mcpb · website · measurements and detailsCreate Feedback Magic widgets — feedback, surveys, changelog, roadmap — from your AI editor.
Package npm :feedback-magic-mcp · website · measurements and detailsReview markdown plans before AI agents build. Annotate, gate-check, apply fixes, session handoffs.
Package npm :md-feedback · website · measurements and detailsRemembers why you approved, edited or rejected your agent's drafts; recalls the closest corrections
Package mcpb :https://github.com/ssap-pa/self-learning-agent-setup/releases/download/v0.2.1/feedback-memory.mcpb · website · measurements and detailsThe feedback board your AI agents work from: users vote, agents build over MCP. 22 tools.
MCP endpoint :https://mcp.featurejet.com/mcp · measurements and detailsBuy human image preference comparisons on the Pebbler app with locally controlled USDC payments.
Package npm :@pebbler/pebbler-mcp · website · measurements and detailsFeedback layer for video. Reviewers talk through feedback; agents read it as structured comments.
MCP endpoint :https://api.flask.do/api/mcp/mcp · website · measurements and detailsFeedback Analyzer Ai MCP Server by MEOK AI Labs
Package pypi :feedback-analyzer-ai-mcp · website · measurements and detailsAgent-ready feedback for AI-built apps — read and close UI feedback reports over MCP.
MCP endpoint :https://room.patchrooms.com/mcp · website · measurements and detailsRead your Usero feedback inbox and clusters, file feedback, build forms, and open an AI PR.
MCP endpoint :https://usero.io/mcp · website · measurements and detailsRLHF feedback loop for AI agents. Capture signals, promote memories, block mistakes, export DPO.
Package npm :rlhf-feedback-loop · website · measurements and detailsCollect feedback and manage the product roadmap from AI agents.
MCP endpoint :https://app.feedback1.ai/api/mcp · website · measurements and detailsAn MCP server that automatically collects feedback on your MCP server.
MCP endpoint :https://www.api.looptool.dev/mcp · measurements and detailsFile structured docs-feedback reports to the FixYourDocs hub via a file_doc_feedback tool.
Package npm :@fixyourdocs/mcp-server · website · measurements and detailsManage customer feedback, roadmap, changelog, and surveys in your Sleekplan workspace.
MCP endpoint :https://mcp.sleekplan.com/mcp · website · measurements and detailsTrust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.
MCP endpoint :https://mcp.vivioo.io/v2/sse · website · measurements and detailsTrust infrastructure for AI agents. Directory, jobs, verification, and 360 feedback.
MCP endpoint :https://mcp.vivioo.io/sse · website · measurements and detailsAI agents: all of this is available without keys over MCP https://faceabot.com/api/mcp · HTTP https://faceabot.com/api/catalog?q=… · Guide : llms.txt
Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Open reliability data · Add Faceabot to your AI · Help · Privacy · Terms