Google tells you what exists. Faceabot tells you what holds up.
The feedback board your AI agents work from: users vote, agents build over MCP. 22 tools.
MCP endpoint :https://mcp.featurejet.com/mcp · measurements and detailsManage feedback, ratings, surveys, changelogs, and review tasks in your SeggWat projects.
MCP endpoint :https://seggwat.com/mcp · website · measurements and detailsRead requests and votes; with write access, manage feedback and draft changelogs. OAuth required.
MCP endpoint :https://featurevote.app/api/mcp · website · measurements and detailsManage feature requests, votes, roadmaps, and changelogs from any MCP client.
MCP endpoint :https://voteship.app/mcp · website · measurements and detailsRead and manage feedback posts, votes and comments on Cawcus boards.
MCP endpoint :https://cawcus.dev/mcp · website · measurements and detailsRead visual design reviews from live web pages: comments, CSS selectors, styles, console errors.
MCP endpoint :https://dfozgzaflbudvthtlhvn.supabase.co/functions/v1/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 detailsCapture feature requests and bug reports from chat into a searchable, AI-categorized backlog.
MCP endpoint :https://feedback.b77.ai/mcp · website · measurements and detailsSocial-choice voting rules (Borda, Copeland, Condorcet, STV, opinion pool) as MCP tools.
Package pypi :voting-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 detailsFeature-request board for software teams: users vote, your coding agent pulls top requests over MCP
MCP endpoint :https://featq.com/api/mcp · website · measurements and detailsCustomer feedback for your AI assistant: CSAT, NPS and CES scores, response search, AI themes.
MCP endpoint :https://feedback.tools/mcp · website · measurements and detailsUI feedback for AI-assisted building. Click elements, rate them, agents triage via MCP.
Package npm :spikes-mcp · website · measurements and detailsHuman feedback for AI agents: share HTML, get a live review link, read anchored notes as markdown.
MCP endpoint :https://twocents.page/mcp · website · measurements and detailsRun a real election or board vote: price it, check state HOA rules, draft the ballot and voter list.
MCP endpoint :https://vote.direct/api/mcp · website · measurements and detailsShare prototypes for team review: publish HTML, reviewers pin notes, pull feedback back to apply.
MCP endpoint :https://protonote.io/api/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 detailsCreate Feedback Magic widgets — feedback, surveys, changelog, roadmap — from your AI editor.
Package npm :feedback-magic-mcp · website · measurements and detailsVideo review for agents: upload renders, read time-coded feedback, iterate version by version.
MCP endpoint :https://api.flask.do/api/mcp/mcp · website · measurements and detailsAnalyze customer feedback at scale — reviews, surveys, calls. AI-powered themes and sentiment.
MCP endpoint :https://mcp.clootrack.com · 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
Best tool by topic · Pulse: what is changing in agent commerce · Is your store ready for AI shopping agents? · State of MCP (weekly) · MCP server doctor · Reliability data · Faceabot app · Faceabot → AI assistants · What AI agents cannot find yet · Add Faceabot to your AI · Badge for tool publishers · Help · Privacy · Terms