Visual website feedback your coding agent applies: pin change requests on the live site over MCP.
healthy
status
38
tools exposed
1624ms
connect latency
40ca450dc35d
schema fingerprint
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.
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
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
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
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.
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-spec
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
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 c
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 replac
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 descri
Endpoint
https://mcp.pinappai.com/mcp Category: AI & LLM · Last checked: 2026-08-15T09:12:18Z
Monitor your own MCP server
Get alerted the moment yours goes down, a tool schema drifts, or an upstream silently breaks.
What this means. This server responded to the MCP handshake and listed its tools without authentication. The schema fingerprint lets us flag if tool signatures silently change (schema drift) between checks.