PinAppAI

com.pinappaiPublished by pinappai.comOfficial publisherv0.9.9Updated Oct 24, 2026

Visual website feedback your coding agent applies: pin change requests on the live site over MCP.

Overview

AI-generated overview

Lets an assistant read and manage PinAppAI visual website feedback — projects, change requests, reviewers and iterations — and apply approved edits.

What you can do
Connects an assistant to a PinAppAI workspace of visual website feedback. It lists projects and change requests, returns full change-request detail with suggested text replacements and screenshots as inline images, and groups feedback by selector, page, reviewer or keyword. It also manages projects, workspaces, members, reviewers and API keys, and supports an apply workflow that records iterations and moves change requests into review.
When to use it
Use it when a team collects visual feedback on a live or preview site through PinAppAI and wants a coding agent to triage change requests, summarize review coverage, and apply approved text edits with an audit trail.
Requirements
Runs as a remote endpoint or as a local npm package over stdio. Needs a PinAppAI workspace API key, supplied as PINAPPAI_API_KEY for CI or headless use, or via an interactive login command; remote calls use an Authorization bearer header. Some actions require editor, admin or owner roles, and audit logs require the Business tier.
Before you install
The API key grants access to a workspace and its feedback data. Many tools change or delete data: creating, updating and archiving projects, inviting and removing members and reviewers, revoking API keys, and deleting a workspace with a 7-day grace window. The reset tool permanently deletes review data with no recovery. Applying change requests writes iteration records and changes review state. Screenshots and reviewer data are sent to the assistant.

Installation

In SourceWeft

  1. Open PinAppAI in the dashboard and add it to a workspace.
  2. Enable the server for the chats that should use its tools.

Web executable via Streamable HTTP. Remote servers run from the web runtime once configured in a workspace.

Use with an agent

Paste this prompt into Claude Code, Codex, Cursor or another agent — or into SourceWeft chat. The agent reads this server's install guide, shows you its publisher, endpoint and sign-in, and adds it to your client once you agree. Keys never go into a command.

Read https://sourceweft.com/mcp/com.pinappai%2Fmcp/install.md and connect the MCP server it describes to my client. Before changing any config, show me its publisher, endpoint and sign-in method and wait for my OK. Never put an API key in a command or in a file I would commit; ask me where it should come from.

Read the install guide the agent follows

Other MCP clients

Add this to your client's mcpServers config.

{
  "mcpServers": {
    "pinappai": {
      "type": "http",
      "url": "https://mcp.pinappai.com/mcp"
    }
  }
}

Tools

38

list_projects

List PinAppAI projects this API key can access. Returns one entry per project in the key's workspace, with slug, name, derived domain, and created_at. Call this first to see what projects are available before drilling into specific ones.

Takes no parameters.

get_review_summary

Cheap one-call summary of change-request state for a project. Returns totals + by-page + by-reviewer breakdowns + oldest/newest unresolved timestamps. Call this BEFORE drilling into individual CRs to frame the work.

Parametersprojectrequired

list_change_requests

List change requests for a project with filters + cursor pagination. Defaults to include=['change_requested'] (highest-signal subset). Returns digest fields per row (including element_kind=text|mixed|field|null and suggested_text — a literal text replacement on text/field picks); no inline images at this tier (token-cheap by design). Use get_change_request for full detail + screenshots.

Parameterslimitsincecursorincludeprojectrequiredpage_urlreviewer

get_change_request

Full detail for one change request. Returns the CR (including element_kind=text|mixed|field|null and suggested_text — a literal text-replacement the reviewer typed when picking a text/field element), plus related[] (other CRs on the same selector + same page) so you can detect patterns from a single fetch. Set include_image=true to embed the screenshot inline as an MCP image content block. When suggested_text is non-null on a text/field pick, paste it verbatim — do not interpret or rewrite. When element_kind=mixed, the element contains more than text (icons/images/structure) — rely on the comment + screenshot, not just the visible text.

Parametersidrequiredprojectrequiredinclude_image

analyze_patterns

Server-side deterministic groupings (by selector / page / reviewer / keyword) plus heuristic suggested_clusters of change requests. Set ai_clusters="auto" (default) to also request semantic clustering via the host's MCP sampling capability — returns ai_clustering_hint for the host AI to apply inline if sampling is unsupported. Use this BEFORE drilling into individual CRs to find patterns across the dataset.

Parametersincludeprojectrequiredgroup_byai_clustersai_model_preference

get_screenshot

Return the screenshot for a change request as an inline MCP image content block. Use when you want vision context without the full JSON envelope from get_change_request.

Parametersidrequiredprojectrequired

get_project

Get a single project by slug — name, allowed_origins, archive state, and the embeddable widget api_key. Scoped to the API key's workspace.

Parametersprojectrequired

create_project

Create a new PinAppAI project inside the API key's workspace. Returns the project plus its widget api_key for embedding. Requires editor role on the workspace.

Parametersnamerequiredslugrequiredallowed_origins

update_project

Update editable fields on a project — slug, name, owner_email, allowed_origins, allow_anonymous_reviewers, primary_origin (review link), preview_origin (preview review link). Requires editor role.

Parametersnameslugprojectrequiredowner_emailpreview_originprimary_originallowed_originsallow_anonymous_reviewers

archive_project

Soft-archive a project — the widget stops accepting new feedback but the project + history is preserved. Reversible via unarchive_project. Owner role required.

Parametersprojectrequired

unarchive_project

Restore an archived project — the widget starts accepting feedback again on pages that still embed the snippet. Owner role required.

Parametersprojectrequired

list_workspaces

List all workspaces the API key's user is a member of, with role per workspace. The api-key remains bound to its original workspace — to operate on another, mint a new key for that workspace in the admin UI.

Takes no parameters.

create_workspace

Create a new workspace owned by the API key's user. Free/Pro plans cap at 1 workspace; Team/Business unlimited. To use the new workspace from MCP, mint a fresh key for it in the admin UI.

Parametersnamerequiredslugrequired

get_workspace

Get the API key's workspace details (slug, name, plan, tier) plus the user's role in that workspace. Useful as a permissions probe.

Takes no parameters.

update_workspace

Rename or re-slug the API key's workspace. Owner role required. Slug changes break existing dashboard URLs.

Parametersnameslug

delete_workspace

Schedule the API key's workspace for permanent deletion (7-day grace window). Reversible only via the email magic-link sent to the owner. Subsequent MCP calls with this key will fail not_found until cancelled.

Takes no parameters.

list_members

List members of the API key's workspace with their roles, sorted owner → admin → editor → viewer. The user_id field is the lookup key for update_member_role and remove_member.

Takes no parameters.

invite_member

Invite a user to the API key's workspace as admin / editor / viewer (default editor). Admin role required to call. Sends a welcome email.

Parametersnameroleemailrequired

update_member_role

Change a workspace member's role. Caller must outrank both the current role and the new role; promoting to owner requires owner role. Last-owner demotion is rejected with last_owner.

Parametersrolerequireduser_idrequired

remove_member

Remove a member from the API key's workspace. Self-removal works for any role; cross-removal requires admin+ and outranking the target. Last-owner removal returns last_owner.

Parametersuser_idrequired

list_reviewers

List external reviewers on a project (people invited via invite_reviewer). Workspace members are implicitly authorized and not listed here. Status: pending / verified / revoked.

Parametersprojectrequired

invite_reviewer

Invite an external reviewer to a project. They'll get a welcome email; status starts pending and flips to verified when they OTP through the widget. Editor role required.

Parametersnameemailrequiredprojectrequired

revoke_reviewer

Revoke an external reviewer's access. First call soft-revokes (status=revoked, audit trail preserved); second call hard-deletes (status=removed). Editor role required.

Parametersprojectrequiredreviewer_idrequired

list_audit_events

Read audit log entries for the API key's workspace. Owner role + Business tier required. Returns newest-first; supports filters action / actor (email substring) / from / to (Unix ms).

Parameterstofromactorlimitactionoffset

list_api_keys

List API keys (active + recently-revoked) in the calling key's workspace. Plaintext / hash never returned. Owner or admin role required.

Takes no parameters.

get_api_key

Get a single API key's metadata by id (no plaintext / hash). Owner or admin role required. Wrong-role and nonexistent-id both surface as not_found.

Parametersidrequired

revoke_api_key

Soft-revoke an API key (reversible via restore_api_key for 7 days). Owner or admin role required. Refuses to revoke the calling key with cannot_revoke_self.

Parametersidrequired

restore_api_key

Restore a soft-revoked API key (within 7 days of revocation). Owner or admin role required. Returns restore_window_expired if the row was never revoked or was revoked > 7 days ago.

Parametersidrequired

get_me

Whoami probe — returns the user behind the API key, the workspace it's bound to, the user's role in that workspace, and the API key's metadata. Run this first to establish context.

Takes no parameters.

update_me_profile

Update the API key user's display name. Email is identity and not editable.

Parametersnamerequired

export_my_data

GDPR Art. 15 right-of-access export — every row PinAppAI holds about the API key's user. Sensitive columns (password hash, OAuth tokens) are server-side redacted. Personal data of OTHER reviewers is NOT included.

Takes no parameters.

pinappai_get_iteration_coverage

Read coverage metrics for an iteration: items_decided / manifest_size + items_undecided + per-reviewer decided_count + disagreement_count. Useful for the AI to summarize "you have N items still waiting on M reviewers" and identify CRs needing admin attention. Read-only.

Parametersprojectrequirediteration_idrequired

pinappai_list_iterations

Paginated history of iterations for a project, newest first. Each entry includes seq_no, opened_at, applied_at (NULL while open), bundle_summary, and the frozen manifest_cr_ids_json + manifest_reviewer_ids_json. Pair with pinappai_get_iteration_coverage to summarize outcomes per iteration.

Parameterslimitprojectrequiredbefore_seq

pinappai_list_apply_inbox

v3 Apply-inbox listing. Returns every change request in an Apply-eligible inbox substate (inbox_new / inbox_rejected / inbox_change_requested) with the prior cr_marked_applied event payload AND the latest reviewer/admin decision payload inlined per row. Used by /pinappai:apply to drive substate-specific edits (new = standard apply; rejected = revert via swap; change_requested = apply with new wording) in one round-trip.

Parameterslimitprojectrequired

pinappai_apply_change_requests

v3 atomic apply primitive. Takes a list of {cr_id, before_text, after_text} after the AI has edited source for each. Creates one iteration record (audit trail visible in the Project history page) and transitions every eligible CR from inbox_* state to 'in_review' atomically. Per-CR errors (CR not in eligible state, e.g. someone deferred it mid-session) are returned in the response without failing the whole batch. Editor role required.

Parametersappliesrequiredprojectrequiredbundle_summary

pinappai_reset_review_data

Permanently deletes a project's review data: all change requests (+ their event history), iterations, reviewer decisions, ALL freeform pins/comments with their screenshots, and the /changes/-page registration tables. NOT recoverable — no grace window. Requires admin role. Ask the user for explicit confirmation before calling, and prefer the /pinappai:reset-project prompt, which also offers to clean up the repo's static /changes/ page and .pinappai/last-applied.json.

Parametersconfirmrequiredprojectrequired

pinappai_register_change_items

Register the items of a freshly written /changes/ review page with the server — REQUIRED after generating or regenerating the page, or the in-page review chip and decision bars have no data. Pass every [data-pp-item] in document order with the same attribute values you put in the markup. This replaces the removed client-side self-registration: the page itself can no longer register anything. Editor role required.

Parametersitemsrequiredprojectrequiredpage_path

pinappai_get_workflow

Get PinAppAI workflow

Return the full procedure for a PinAppAI guided workflow, rendered exactly as the /pinappai:<name> prompt delivers it. Call this when the user asks for one of these and this client does not surface MCP prompts. Follow the returned text verbatim and do not improvise a workflow from its name or description. Available workflows: analyze Read-only pattern analysis of change requests apply v3 PinAppAI Apply — drain the project Inbox by editing source for every Apply-eligible change… audit-review Pull recent audit-log events for the workspace and summarize unusual activity auth-help Walk through PinAppAI MCP authentication — recommend the browser-flow login first, fall back… embed-widget Embed the PinAppAI widget snippet into an EXISTING project's site, then bootstrap the… generate-changes-page Generate a temporary /changes/ review page for a multi-page rewrite remove Remove ALL PinAppAI integration from this repository (widget script, /changes/ pages, optional… reset-project Reset a project's review data to zero — permanently delete its change requests, iterations,… setup-project Walk the user through creating a new PinAppAI project from scratch — pick or create a… summarize Generate a PR description / changelog / customer email from completed work, referencing the…

Parametersnamerequired

Version history

1
  1. v0.9.9LatestSep 16, 2026

Score

75% of the applicable checks met

How complete this listing is, computed from the registry entry, the endpoint and public sources. Not a rating of the server and not a statement that it is safe or working today: reachability is a dated check, and no installs or reviews go into the score.

  • Reached in the last 30 daysRequired25 pts
  • Auth declaredRequired10 pts
  • Tools listedRequired15 pts
  • DescriptionRequired15 pts
  • Logo10 pts
  • Documentation15 pts

    Declare a GitHub repository with a README, or serve resource_documentation in the OAuth protected-resource metadata.

  • License10 pts

    Declare a license in the repository or the registry entry.