PinAppAI
PinAppAI turns visual website feedback into work your coding agent can actually do.
От сообщества: Добавлен пользователем или импортирован; проверьте владельца перед подключениемРаботаетБез входаГлобальныйБесплатноМожет изменять данные
Что умеет
- 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 projec
- 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 int
- 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 el
Какие данные видит
Нужен ли аккаунт
Не нужен: сервер работает без входа
PinAppAI turns visual website feedback into work your coding agent can actually do.
Reviewers open your live site, click any element, and leave a pin. Each pin is captured with the element locator, the page URL, the device and viewport it was seen on, and an optional screenshot, so feedback never arrives as "the button looks off on mobile" with no way to act on it. Every pin becomes a structured change request.
Your agent picks those up through this connector. It reads the inbox of open change requests, applies them in your codebase, and marks them resolved, closing the loop from feedback to shipped change without anyone copying text between a browser and an editor.
38 tools and 10 guided workflows cover the whole loop: the change request inbox and apply cycle, review summaries and pattern analysis across feedback, screenshots, projects and workspaces, team members and invited reviewers, audit events, and API keys.
Discovery is keyless, so any client can list the tools before signing in. Running a tool needs a workspace API key sent as an Authorization bearer header, and free accounts can create one from the dashboard. Works with any client that speaks streamable HTTP MCP, including Claude Code, Codex CLI, Cursor, Claude Desktop, and Continue. A stdio npm package (@pinappai/mcp) is also published for CI and headless setups.
Список инструментов сервера (38)
Технические названия из tools/list. Нужны только разработчикам.
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| unarchive_project | Restore an archived project — the widget starts accepting feedback again on pages that still embed the snippet. Owner role required. |
| 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. |
| 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. |
| 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. |
| update_workspace | Rename or re-slug the API key's workspace. Owner role required. Slug changes break existing dashboard URLs. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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). |
| list_api_keys | List API keys (active + recently-revoked) in the calling key's workspace. Plaintext / hash never returned. Owner or admin role required. |
| 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. |
| 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. |
| 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. |
| 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. |
| update_me_profile | Update the API key user's display name. Email is identity and not editable. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| 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. |
| pinappai_get_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… |