pincushion-mcp
# Pincushion MCP Server
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.
## What makes a Pincushion pin different
A pin isn't a feedback item — it's an **agent work packet**. Each one carries everything an agent needs to implement the change without a back-and-forth:
- **URL + element selector** — exactly what, exactly where
- **Screenshot + viewport + DOM snippet** — the visual and structural context
- **Thread + project context** — the conversation and the codebase it lives in
- **Likely files + acceptance criteria** — where to look, and how to know it's done
The loop closes itself: a stakeholder pins it → your agent reads it via MCP and fixes it in your IDE → the resolve records the commit, branch, and PR → an optional post-deploy critique verifies the fix actually landed.
This server is also how Pincushion AI runs design/copy/a11y critiques on a live page and writes the pins straight back onto it.
## Hosted quick start
Use Node.js 22.22+ within Node 22, or Node 24, and run this in your app's repository:
```bash
npx pincushion-mcp setup
```
The guided wizard signs you in to Pincushion, asks you to review the project URLs,
and explicitly choose an editor. It writes supported project MCP configuration when
safe; Manual, Skip, or a conflicting existing configuration can leave it unchanged.
Restart the editor and ask your agent to call `get_project_context` and
`get_actionable_pins`; configuration written alone does not verify a connection.
If you already have a critique report, run its `npx pincushion-mcp claim <report-token>`
command from the owning app's repository instead, then verify a real pin read.
Pincushion hosts cloud sync. The normal setup does not require your own Supabase
project, database table, or backend API key. Sign-in supplies the existing account's
cloud credentials automatically; `npx pincushion-mcp login` is the recovery command
if sign-in is missing or expired. Do not paste credentials into issue reports.
Setup connects feedback access; it does not generate an AI critique. Critique execution
requires a supported coding-agent workflow and real page captures. A public report
lets reviewers add pins without an extension. Install the
[optional Chrome extension](https://pincushion.io/install/chrome) only when you want
to place feedback directly on other web pages.
Use the maintained [MCP setup guide](https://pincushion.io/mcp) for exact Claude Code,
Cursor, VS Code, and Codex commands, and the [public documentation](https://pincushion.io/docs)
for current plan limits and troubleshooting. The optional legacy self-host connection flags below are not prerequisites for
hosted setup.
## CLI Flags
```bash
npx pincushion-mcp [flags]
```
| Flag | Description | Default |
|------|-------------|---------|
| `--project-dir PATH` | Root directory containing `.feedback/` | Current working directory |
| `--sync-url URL` | Optional legacy self-host adapter endpoint; not hosted setup | None |
| `--api-key KEY` | Optional legacy self-host adapter credential; not hosted setup | None |
| `--license-key KEY` | Explicit account credential override; normal hosted setup uses sign-in | Signed-in account when available |
| `--rest` | Enable REST API mode | Disabled (uses MCP/stdio) |
| `--port PORT` | Port for REST API server | 3456 |
### Examples
**Local project:**
```bash
npx pincushion-mcp --project-dir /path/to/project
```
**Optional legacy self-host adapter (not hosted Pincushion setup):**
```bash
npx pincushion-mcp \
--project-dir /path/to/project \
--sync-url https://abcd1234.supabase.co/api \
--api-key sb_project_key_abc123...
```
**REST API server:**
```bash
npx pincushion-mcp --rest --port 8080
```
---
## Tools
### `get_annotations`
Retrieve annotations from `.feedback/`. Filter by page, component, or status.
**Parameters:**
- `pageUrl` (string, optional) — Filter by page URL (partial match)
- `componentName` (string, optional) — Filter by LWC component name
- `status` (string, optional) — Filter by `open`, `in-progress`, or `resolved`
**Example:**
```javascript
await mcp.callTool('get_annotations', {
componentName: 'wmlHomePage',
status: 'open'
});
```
### `search_annotations`
Full-text search across all annotations, comments, selectors, and tags.
**Parameters:**
- `query` (string, required) — Search term
**Example:**
```javascript
await mcp.callTool('search_annotations', {
query: 'button label'
});
```
### `get_feedback_summary`
High-level rollup of all feedback: counts by status, priority, page, and component.
**Example:**
```javascript
await mcp.callTool('get_feedback_summary', {});
```
### `get_component_feedback`
Get all feedback for a specific LWC component with a plain-language summary.
**Parameters:**
- `componentName` (string, required) — LWC component name
**Example:**
```javascript
await mcp.callTool('get_component_feedback', {
componentName: 'wmlHomePage'
});
```
### `resolve_annotation`
Mark an annotation as resolved after fixing the issue.
**Parameters:**
- `annotationId` (string, required) — Annotation ID
- `comment` (string, optional) — Resolution message
- `resolvedBy` (string, optional) — Name to attribute resolution (default: "AI Agent")
**Example:**
```javascript
await mcp.callTool('resolve_annotation', {
annotationId: 'ann_abc123',
comment: 'Updated button label in line 42 of wmlHomePage.js'
});
```
### `add_agent_reply`
Add a reply to an annotation thread (e.g., ask clarifying questions).
**Parameters:**
- `annotationId` (string, required) — Annotation ID
- `body` (string, required) — Reply message
- `author` (string, optional) — Author name (default: "AI Agent")
**Example:**
```javascript
await mcp.callTool('add_agent_reply', {
annotationId: 'ann_abc123',
body: 'Is this button in the main navigation or sidebar?'
});
```
### `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.
**Parameters:**
- `annotationId` (string, required) — Annotation ID
- `fixDescription` (string, required) — Description of the fix
- `filePath` (string, optional) — File where fix was applied
- `lineNumber` (number, optional) — Line number of the fix
- `commitSha` (string, optional) — Commit SHA that landed the change
- `branchName` (string, optional) — Branch the commit was made on
- `prUrl` (string, optional) — Pull request URL (GitHub/GitLab/Bitbucket; shape-validated)
**Example:**
```javascript
await mcp.callTool('fix_and_resolve', {
annotationId: 'ann_abc123',
fixDescription: 'Updated button label to match design spec',
filePath: 'src/components/wmlHomePage.js',
lineNumber: 42,
commitSha: 'abc123def456',
branchName: 'pincushion/checkout-fix',
prUrl: 'https://github.com/acme/app/pull/142'
});
```
### `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.
```javascript
await mcp.callTool('get_implementation_packet', { pageUrl: '/checkout' });
```
### `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 shells out to Cursor / Claude Code / Codex.
```javascript
await mcp.callTool('assign_pin_to_agent', { annotationId: 'ann_abc123' });
```
### `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.
```javascript
await mcp.callTool('link_pin_deploy', {
annotationId: 'ann_abc123',
deployUrl: 'https://acme-app.vercel.app'
});
```
### `record_pin_verification`
Write Pincushion AI's post-deploy verdict back to the pin. Called by the critic agent after `/critique-latest-deploy` runs against a fresh deploy.
```javascript
await mcp.callTool('record_pin_verification', {
annotationId: 'ann_abc123',
status: 'verified', // or 'regressed' or 'inconclusive'
notes: 'Button matches the primary token. No regression on adjacent CTAs.'
});
```
### `get_time_to_fix_metrics`
**Pro/Team feature** — Free callers get sample size + upgrade hint. Median + p25/p75 of pin-to-resolve duration, with a 5-pin minimum so the metric is never noise.
```javascript
await mcp.callTool('get_time_to_fix_metrics', { scope: 'project', projectId: 'pc_proj_abc' });
// → { sampleSize, thresholdMet, median, p25, p75, medianHuman, ... }
```
### `get_setup_instructions` (NEW)
Get setup and configuration instructions for all supported agents.
**Example:**
```javascript
await mcp.callTool('get_setup_instructions', {});
```
### Slack and Microsoft Teams integrations
Pincushion can notify Slack or Microsoft Teams through project-scoped incoming webhooks. The defaults are intentionally quiet and Figma-inspired: notify when a pin is ready for implementation, when someone is @mentioned, and when a collaborator adds follow-up on work already being handled. Every newly dropped pin and every resolution are opt-in events.
**Recommended use cases:**
- Developer channel: `pin_ready` and `follow_up`
- Design or PM channel: `mention` and optionally `resolved`
- Launch or QA channel: `pageUrlPatterns` plus `pin_ready`, `follow_up`, and `resolved`
- Temporary incident channel: enable a focused subscription, then pause it after the ship window
**Example:**
```javascript
await mcp.callTool('configure_collaboration_integration', {
projectId: 'my-project',
provider: 'slack',
webhookUrl: 'https://hooks.slack.com/services/...',
targetLabel: '#product-feedback',
events: ['pin_ready', 'mention', 'follow_up'],
pageUrlPatterns: ['staging.example.com/checkout'],
sendTest: true
});
```
For Slack, use `create_slack_install_link` when the hosted Slack app secrets are configured. It returns an Add-to-Slack URL; after approval, Slack returns the incoming webhook and Pincushion stores it automatically.
Use `list_collaboration_integrations` to audit configured destinations, `remove_collaboration_integration` to disconnect one, and `preview_collaboration_notification` to see the payload shape before adding a real webhook. Webhook URLs are stored server-side and returned only as masked values.
---
## Auto-Agent Loop (Optional)
For agents that don't watch the file system (Claude Code, Cursor, generic),
`agent-loop.mjs` polls `.feedback/.agent-queue/` and dispatches new pins
to the configured agent automatically.
```bash
# from inside the pincushion-mcp directory
npm run agent-loop -- --project-dir /path/to/your/project
# or directly
node agent-loop.mjs --project-dir /path/to/your/project [--agent claude-code|cursor|generic] [--interval 3000]
```
The bridge (server.js) writes one trigger file per approved pin into
`.feedback/.agent-queue/`. The loop reads them, builds a prompt with
the pin's thread + element selector, and shells out to the chosen agent.
The agent uses MCP tools (`claim_pin` → fix → `fix_and_resolve`) and
the queue file is removed when the pin closes.
`detectAgent()` auto-detects `claude` or `cursor` on the `PATH`; falls
back to `generic` (writes the prompt to `.feedback/.agent-prompt` and
stdout). Run with `--interval 3000` to control poll cadence.
---
## Local File Structure
The server reads annotations from `.feedback/` in your project:
```
.feedback/
├── annotations/
│ ├── example-com-login.json
│ ├── example-com-dashboard.json
│ └── ...
└── index.json
```
Each annotation file contains:
```json
{
"pageUrl": "https://example.com/login",
"pageTitle": "Login",
"annotations": [
{
"id": "ann_abc123",
"status": "open",
"priority": "high",
"tags": ["design", "accessibility"],
"createdAt": "2026-03-19T10:30:00Z",
"element": {
"lwcComponent": "wmlLoginForm",
"selector": ".login-button",
"textContent": "Sign In"
},
"thread": [
{
"author": "Design Team",
"timestamp": "2026-03-19T10:30:00Z",
"body": "Button label should say 'Sign In' not 'Login'",
"type": "comment"
}
]
}
]
}
```
---
## Optional legacy self-host connection
The `--sync-url` and `--api-key` flags select a separate legacy sync adapter.
They are not needed to use Pincushion's hosted service. The older instructions to
create a Supabase project and annotations table are not a supported hosted
onboarding path; simply creating those resources does not establish a compatible
backend. Use this adapter only with an already compatible operator-managed endpoint.
See [hosted setup](https://pincushion.io/mcp) for the default path and
[current pricing](https://pincushion.io/#pricing) for account plans.
---
## Troubleshooting
### "Module not found" error
Make sure you have a supported Node.js runtime: Node 22.22+ within Node 22, or Node 24:
```bash
node --version
```
Install dependencies:
```bash
npm install @modelcontextprotocol/sdk
```
### Annotations not appearing
Check that `.feedback/` exists in your project directory:
```bash
ls -la .feedback/
```
If it doesn't exist, create it and add some test annotations, or the extension will create it when you pin your first feedback.
### Hosted feedback not appearing
Run `npx pincushion-mcp login` if sign-in is missing or expired, then rerun setup
in the intended repository. Confirm the acknowledged project and registered page
URLs, restart the selected editor, and ask it to read `get_project_context` and
`get_actionable_pins`. Preserve existing project identity; do not create a replacement
project or backend to work around an access failure. See the
[maintained troubleshooting guide](https://pincushion.io/mcp#quick-start).
### Agent cannot find the server
Rerun `npx pincushion-mcp setup` from the intended repository, preserving the
acknowledged project identity and existing configuration. Follow the
[maintained editor setup guide](https://pincushion.io/mcp) if setup leaves a conflicting
configuration unchanged. Restart the selected editor and verify a real project/pin
read. Avoid replacing a project-scoped configuration with an unscoped global entry.
---
## Development
Clone the repository and install dependencies:
```bash
git clone https://github.com/jcooley8/pincushion-plugin.git
cd pincushion-plugin
npm install
```
Run the server:
```bash
npm start
```
Or with test data:
```bash
npm start -- --project-dir ./test-feedback
```
---
## License
MIT License. See LICENSE file for details.
---
## Support
- **Issues:** [GitHub Issues](https://github.com/jcooley8/pincushion-plugin/issues)
- **Docs:** [Pincushion Documentation](https://pincushion.io/docs)
---
## Changelog
### v1.0.0 (March 2026)
- Initial release
- Support for Cursor, Claude Desktop, Claude Code, VS Code, Windsurf, Antigravity
- Local `.feedback/` file support
- Supabase remote sync
- REST API wrapper for non-MCP clients
- New tools: `fix_and_resolve`, `get_setup_instructions`
TDQS
Scored across 39 tools
Each tool has a clearly distinct purpose with detailed descriptions. Even closely related tools (e.g., get_actionable_pins vs get_selected_pins, implement_approved_pins vs get_implementation_packet) are well differentiated by their specific use cases and triggers, minimizing the risk of misselection.
All tool names follow a consistent verb_noun or verb_adjective_noun pattern in snake_case. Verbs like 'get', 'create', 'add', 'remove', 'list', 'configure', 'claim', 'resolve', etc., are used predictably, making the naming intuitive and easy to parse.
With 39 tools, the count is high but justifiable given the breadth of functionality (project setup, member management, pin lifecycle, collaboration integrations, critique, metrics, sharing, etc.). Each tool serves a clear purpose, though some niche tools (e.g., claim_pending_slack_install) could potentially be consolidated.
The tool set covers the full feedback management lifecycle: project configuration, context retrieval, pin creation/state management (claim, assign, approve, resolve, verify), replies, search, reporting, collaboration integrations, metrics, and setup instructions. No obvious dead ends or missing essential operations for the domain.