PinAppAI
Visual website feedback your coding agent applies: pin change requests on the live site over MCP.
| Endpoint | https://mcp.pinappai.com/mcp (streamable-http) |
|---|---|
| Registry version | 0.9.9 |
| Now | 38 tools · grade D (59) · pin ts_bb4b17af89a7d15cc2cbfde6fb0eaff0 · protocol 2025-06-18 |
| First / last listed | 2026-10-26 08:10 UTC / 2026-10-26 08:10 UTC |
| Grade over time | 2026-10-26: D (59), 38 tools |
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Tools: list_projects get_review_summary list_change_requests get_change_request analyze_patterns get_screenshot get_project create_project update_project archive_project unarchive_project list_workspaces create_workspace get_workspace update_workspace delete_workspace list_members invite_member update_member_role remove_member list_reviewers invite_reviewer revoke_reviewer list_audit_events list_api_keys get_api_key revoke_api_key restore_api_key get_me update_me_profile export_my_data pinappai_get_iteration_coverage pinappai_list_iterations pinappai_list_apply_inbox pinappai_apply_change_requests pinappai_reset_review_data pinappai_register_change_items pinappai_get_workflow
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. params: none |
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. params: project* |
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. params: project*, include, page_url, since, reviewer, limit, cursor |
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 su params: project*, id*, include_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 th params: project*, include, group_by, ai_clusters, ai_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. params: project*, id* |
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. params: project* |
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. params: slug*, name*, allowed_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. params: project*, slug, name, owner_email, allowed_origins, allow_anonymous_reviewers, primary_origin, preview_origin |
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. params: project* |
unarchive_project | Restore an archived project — the widget starts accepting feedback again on pages that still embed the snippet. Owner role required. params: project* |
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. params: none |
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. params: slug*, name* |
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. params: none |
update_workspace | Rename or re-slug the API key's workspace. Owner role required. Slug changes break existing dashboard URLs. params: name, slug |
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. params: none |
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. params: none |
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. params: email*, name, role |
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. params: user_id*, role* |
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. params: user_id* |
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. params: project* |
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. params: project*, email*, name |
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. params: project*, reviewer_id* |
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). params: action, actor, from, to, limit, offset |
list_api_keys | List API keys (active + recently-revoked) in the calling key's workspace. Plaintext / hash never returned. Owner or admin role required. params: none |
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. params: id* |
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. params: id* |
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. params: id* |
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. params: none |
update_me_profile | Update the API key user's display name. Email is identity and not editable. params: name* |
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. params: none |
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. params: project*, iteration_id* |
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. params: project*, limit, before_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 word params: project*, limit |
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 params: project*, applies*, bundle_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 clea params: project*, confirm* |
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. Edito params: project*, page_path, items* |
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
params: name* |
Entries describe changes in tool definitions. They are not statements about a server, its quality or its author. The grade measures how the tool definitions fit model providers (token cost, schema compatibility, confusable names) as scored by the ToolFit engine at the time of the listing. JSON: append .json. Opt-out: how or hello@youraitools.co.