Stakeholders pin feedback on your live app; your AI coding agent reads it via MCP and fixes it
Stakeholders pin feedback on your live app; your AI coding agent reads it via MCP and fixes it
The implementation-context layer for AI-native development. Stakeholders drop visual pins on any page of your live app; your AI coding agent reads each pin through MCP and ships the fix — in Claude Code, Cursor, VS Code, Windsurf, or any MCP client.
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Check the linked publisher documentation and your connected client's tool list. Names and availability can vary with the server version and account permissions.
| Tool | What it does |
|---|---|
| get_annotations | Retrieve annotations from .feedback/. Filter by page, component, or status. |
| search_annotations | Full-text search across all annotations, comments, selectors, and tags. |
| get_feedback_summary | High-level rollup of all feedback: counts by status, priority, page, and component. |
| get_component_feedback | Get all feedback for a specific LWC component with a plain-language summary. |
| resolve_annotation | |
| add_agent_reply | Add a reply to an annotation thread (e.g., ask clarifying questions). |
| fix_and_resolve | Combine fixing code and marking an annotation as resolved in one call. Optionally records commit / branch / PR metadata so the dashboard can backlink to what shipped. |
| get_implementation_packet | Fetch a single implementation packet for one page URL — selector list, full pin payloads, suggested branch name, and traceability config. Use when an agent wants to batch-fix one page in a single branch. |
| assign_pin_to_agent | Dispatch a pin straight to your local coding agent. Promotes the pin to ready if not already, marks pending_implementation, and writes a .feedback/.agent-queue/<id>.json trigger file that agent-loop.mjs picks up and shel |
| link_pin_deploy | Attach a deploy URL to a resolved pin. Typically called by the deploy-hook edge function once production includes the fix, but available manually too. |
{
"mcpServers": {
"pincushion": {
"command": "npx",
"args": ["pincushion-mcp", "--project-dir", "."]
}
}
}Configuration as documented by the project. Restart the client after saving.
Read, search and edit files inside allowed directories with the Model Context Protocol reference Filesystem server.
Retrieve version-aware library documentation and code examples with Context7 MCP, using resolve-library-id and query-docs.
Use Microsoft’s Playwright MCP server to navigate pages, inspect accessibility snapshots, fill forms and capture browser screenshots.
Connect GitHub MCP to repositories, issues and pull requests with GitHub’s hosted service or a locally run server.
Use the Supabase MCP server to inspect database schemas, query project data and retrieve docs through a project-scoped connection.
Search Linear issues and projects, inspect work context and manage updates through Linear’s hosted MCP server with OAuth.