Agent Feedback Loop 📊
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.
License
MIT
1 maintainer
Metadata
1 maintainer
Release files for agent-feedback-mcp-server 0.1.0
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| agent_feedback_mcp_server-0.1.0.tar.gz | 3.6 kB | Without provenance | Details for agent_feedback_mcp_server-0.1.0.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| agent_feedback_mcp_server-0.1.0-py3-none-any.whl | Python 3 | none | any | Details for agent_feedback_mcp_server-0.1.0-py3-none-any.whl |
Total release size: 8.6 kB
Release files / agent_feedback_mcp_server-0.1.0.tar.gz
| Download URL | agent_feedback_mcp_server-0.1.0.tar.gz |
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| Size | 3.6 kB |
| Tags | Source |
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| Download URL | agent_feedback_mcp_server-0.1.0-py3-none-any.whl |
|---|---|
| Size | 5.0 kB |
| Tags | Python 3 |
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SHA-256 checksum How to use checksums |
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twine/6.2.0 CPython/3.13.3
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