Best Feedback AI Skills & MCP Servers

Runtime feedback MCP server for AI coding agents. ViewGraph sees the UI - TracePulse feels the backend.

MCP server for markdown plan review — companion to the MD Feedback VS Code extension. AI agents read annotations, mark tasks done, evaluate quality gates, and generate session handoffs. 27 tools for Claude Code, Cursor, and other MCP-compatible clients.

Inline review comments for markdown specs. Built-in MCP server hands feedback directly to your AI agent.

MCP server for HumanSurvey — let AI agents collect structured feedback from groups of people

Time Estimation MCP Server — 24 structured tools for PERT, COCOMO II, Monte Carlo, sprint forecasting, token-to-time mapping, cost estimation, schedule risk, and model comparison. Self-improving engine with estimation feedback loop. MCP + CLI + REST API.

MCP server for AI-powered churn analysis. Analyze cancellation feedback to identify churn patterns and get actionable recommendations.

MCP server for UtilsForAgents with eight paid x402 utility tools plus one free feedback tool, with Base or Solana payer support.

MCP server for Simple Commenter — lets AI agents work with website feedback

MCP server for Kodebase — fetch tasks, comments, feedback, and create pull requests from Claude Code

MCP server for BlocFeed — access feedbacks, issues, and bugs from Claude Code, Codex, or any MCP client

HITL infrastructure for AI agents. Your agent calls awaitHuman(), a human reviews via Slack/email/dashboard, agent resumes with a typed response.

MCP server for Keenable AI search, fetch, and feedback APIs

MCP server for VibeSharing - register prototypes and get feedback directly from Claude Code

Access high quality transcripts for podcasts. Updated in real-time as new episodes are published. This MCP server also accepts feedback for feature requests and bug reports.