PatchworkMCP

Works with your favorite clients

Connect from your favorite AI tool — no plugins or extensions needed.

Claude Desktop

AI assistant with full MCP

Claude Code

CLI with MCP built-in

ChatGPT Desktop

OpenAI's desktop client

Cursor

AI-first code editor

Windsurf

AI-powered IDE

Any MCP Client

Any compatible client

How to connect

Three steps. No local install or bridge required.

1

Add Remote Server

In your MCP client, add a new remote server with the URL https://mcp.patchworkmcp.com

2

Authenticate via OAuth

Sign in with your Patchwork MCP account when prompted. OAuth authorizes your agent to access your server data.

3

Start Using Tools

“What feedback came in this week?” “Draft a PR for that missing tool.” Your agent handles the rest.

What your AI agents can do

Ask in natural language — your agent picks the right tool.

Manage Servers

Register new MCP servers, check stats, and monitor feedback volume — all from your terminal or editor.

Review Feedback

Browse and triage agent feedback. Filter by gap type, review status, or server. Mark items as reviewed with a note.

Analyze Trends

See AI-grouped feedback clusters sorted by heat score. Acknowledge or resolve issues as you fix them.

Generate Pull Requests

Turn feedback into code. Ask your agent to draft a PR for a feedback item and it generates a fix automatically.

Create Guards

Auto-dismiss noisy or irrelevant feedback with keyword-based guards. Create and manage them through conversation.

Guide Agents

Set up assist rules that respond to confused agents with helpful guidance instead of recording bad feedback.

14 tools across 5 categories

Everything your AI agent needs to manage MCP servers and feedback.

Server Management

3 tools

list_servers, create_server, get_server_stats

Feedback

2 tools

list_feedback, review_feedback

Cluster Analysis

3 tools

list_trending, get_cluster_detail, acknowledge_cluster

PR Generation