> ## Documentation Index
> Fetch the complete documentation index at: https://developer.surefeedback.com/llms.txt
> Use this file to discover all available pages before exploring further.

# MCP Introduction

> Connect AI coding assistants to SureFeedback via the Model Context Protocol.

The **SureFeedback MCP Server** lets AI assistants like Claude Code, Cursor, and Windsurf read and act on your feedback data directly — no copy-pasting, no context switching.

<CardGroup cols={2}>
  <Card title="10 Tools" icon="wrench">
    Search comments, summarize feedback, get pending tasks, update statuses, assign teammates, and more.
  </Card>

  <Card title="7 Resources" icon="database">
    Read comments, sites, mockups, and members as structured data using `surefeedback://` URIs.
  </Card>

  <Card title="Project-scoped" icon="lock">
    Every MCP key is scoped to your **active project**. No project IDs needed in queries.
  </Card>

  <Card title="JSON-RPC 2.0" icon="code">
    Standard Streamable HTTP transport. Works with any MCP-compatible client.
  </Card>
</CardGroup>

## How it works

```
AI Assistant  →  MCP Client  →  POST https://api.surefeedback.com/mcp  →  SureFeedback
```

Your AI assistant calls tools like `search-comments` or `get-pending-tasks`. The MCP server authenticates via your API key, queries your project data, and returns structured results the AI can reason over.

## Example prompts

Once connected, you can ask your AI assistant:

* *"Summarize all feedback for this project"*
* *"Show me all pending tasks sorted by priority"*
* *"Find all urgent open comments on the homepage"*
* *"Assign comment SF-042 to [john@example.com](mailto:john@example.com)"*
* *"Mark comment SF-017 as resolved"*
* *"List all members in this organisation"*

## Transport

The SureFeedback MCP server uses **Streamable HTTP** transport over a single POST endpoint:

```
POST https://api.surefeedback.com/mcp
```

All MCP operations — `initialize`, `tools/list`, `tools/call`, `resources/read` — are sent as JSON-RPC 2.0 messages to this endpoint.