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Agent Feedback

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Quality signals for MCP tools — agents report results, building a community-driven quality database

AiAgentKarlавтор: AiAgentKarl
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Описание

Quality signals for MCP tools — agents report results, building a community-driven quality database

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.

More MCP Servers by AiAgentKarl

Category Servers
🔗 Blockchain Solana
🌍 Data Weather · Germany · Agriculture · Space · Aviation · EU Companies
🔒 Security Cybersecurity · Policy Gateway · Audit Trail
🤖 Agent Infra Memory · Directory · Hub · Reputation
🔬 Research Academic · LLM Benchmark · Legal

→ Full catalog (40+ servers)

License

MIT

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

Установить Agent Feedback в Claude Desktop, Claude Code, Cursor

Рекомендуется · одна команда, все IDE
unyly install agent-feedback

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 -- uvx agent-feedback-mcp-server

Пошаговые гайды: как установить Agent Feedback

Установить Agent Feedback в Claude DesktopУстановить Agent Feedback в Claude CodeУстановить Agent Feedback в CursorУстановить Agent Feedback в VS Code

FAQ

Agent Feedback MCP бесплатный?

Да, Agent Feedback MCP бесплатный — установка в пару кликов через Unyly без оплаты.

Нужен ли API-ключ для Agent Feedback?

Нет, Agent Feedback работает без API-ключей и переменных окружения.

Agent Feedback — hosted или self-hosted?

Self-hosted: сервер запускается локально на твоей машине командой из раздела установки.

Как установить Agent Feedback в Claude Desktop, Claude Code или Cursor?

Открой Agent Feedback на unyly.org, выбери вкладку своего клиента (Claude Desktop, Claude Code, Cursor) и нажми Install — конфиг сгенерируется автоматически, без правки JSON.

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