Agent Feedback Loop

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Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select

автор: AiAgentKarl

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Описание

Enables agents to report and query performance metrics to build a community-driven quality database for MCP tools. This server helps agents discover and select the most reliable tools based on success rates and user-reported quality scores.

README

Community-driven quality signals for MCP tools. Agents report tool results, building a quality database that helps all agents pick better tools.

The Problem

Agents don't know which MCP tools are reliable. They try tools blindly and hope for the best.

The Solution

Automated feedback: agents report success/failure and quality after each tool call. Over time, a quality database emerges that helps every agent make better decisions.

Installation

pip install agent-feedback-mcp-server

{
  "mcpServers": {
    "feedback": {
      "command": "uvx",
      "args": ["agent-feedback-mcp-server"]
    }
  }
}

Tools

Tool	Description
`report_tool_result`	Report success/failure and quality score
`get_tool_quality`	Get quality metrics for a specific tool
`get_best_tools`	Find highest-rated tools (optionally by task)
`get_trending_tools`	See what's trending recently

Network Effect

More agents reporting → Better quality data → Better tool choices → More agents using → More reports. The database gets better with every user.

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License

MIT

from github.com/AiAgentKarl/agent-feedback-mcp-server

Установить Agent Feedback Loop в Claude Desktop, Claude Code, Cursor

Рекомендуется · одна команда, все IDE

unyly install agent-feedback-loop

Ставит в Claude Desktop, Claude Code, Cursor и VS Code — сам разбирается с npx, uvx и сборкой из исходников.

Впервые? Поставь CLI: curl -fsSL https://unyly.org/install | sh

Или настроить вручную

Выполни в терминале:

claude mcp add agent-feedback-loop -- uvx agent-feedback-mcp-server

Пошаговые гайды: как установить Agent Feedback Loop

Установить Agent Feedback Loop в Claude Desktop Установить Agent Feedback Loop в Claude Code Установить Agent Feedback Loop в Cursor Установить Agent Feedback Loop в VS Code

FAQ