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PinAppAI

REMOTE · MCP.PINAPPAI.COM · 2 COMPONENTS · SCANNED AUG 3

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

+6 this week 78 Trust /100
Trust breakdown (6 categories)

How this component scores in each security and reliability category. Every signal is checked automatically against the live server, and we only credit what we can confirm. How we score →

Endpoint Security81
Transport & Reachability100
Schema Quality & AI Usability85
  • 100% of prompts and resources have a non-trivial description (not blank, and not just the item's name).Pass
  • AI-judged instruction clarity (excellent).Pass
  • Context-footprint check failed: tool/resource definitions use about 4113 tokens (~108/item across 38 items; 38 tools + 0 resources), over budget; trim descriptions and params. See how to fix → Fail
  • Usage-examples check failed: none of the tools include examples. See how to fix → Fail
Stability & Change Management27
  • Stability observed for 8 of 30 days with no destabilising changes; credit accrues until the full window elapses.Partial
Tool Coverage100
  • 100% of tools have a non-trivial description (not blank, and not just the tool's name).Pass
  • 100% of tool parameters carry a description.Pass
Capabilities100
  • Implements a supported MCP spec version (2025-11-25); the latest is 2026-07-28.Pass
Install

Add this component to your MCP client. Where a client-specific snippet is available, pick your client below and copy it straight into your config; otherwise use the connection detail shown.

remote · mcp.pinappai.com

# add to Claude Code
claude mcp add --transport http com-pinappai-mcp https://mcp.pinappai.com/mcp
# ~/.codex/config.toml
[mcp_servers.com-pinappai-mcp]
url = "https://mcp.pinappai.com/mcp"
// opencode.json
{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "com-pinappai-mcp": {
      "type": "remote",
      "url": "https://mcp.pinappai.com/mcp",
      "enabled": true
    }
  }
}
# add to OpenClaw
openclaw mcp add com-pinappai-mcp --url https://mcp.pinappai.com/mcp --transport streamable-http
# ~/.hermes/config.yaml
mcp_servers:
  com-pinappai-mcp:
    url: "https://mcp.pinappai.com/mcp"
// mcp.json
{
  "mcpServers": {
    "com-pinappai-mcp": {
      "type": "http",
      "url": "https://mcp.pinappai.com/mcp"
    }
  }
}

The mcpServers block is a cross-client convention. Remote transports vary, so check your client's docs.

Changelog

Every change we have recorded for this component, newest first. Security-relevant changes are always shown. ▲ marks a change for the better, ▼ a change for the worse; unmarked changes are neutral.

  • 2 Aug 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 20 to 23. That category is still filling its 30-day observation window: 6 days of observed history at the previous scan, 7 at this one. The score rises as the window fills, whether or not the server changes.

  • 31 Jul 26 +3
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 30 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 28 Jul 26 +1

    No change was recorded against any check on this day. Stability & Change Management went from 3 to 7. That category is still filling its 30-day observation window: 1 days of observed history at the previous scan, 2 at this one. The score rises as the window fills, whether or not the server changes.

  • 27 Jul 26 +1
    • We updated how we score, so this day's move reflects our rubric, not a change to the server See what changed → functional
  • 26 Jul 26 71

    First indexed and scored.

Diagnostics

Diagnostic detail from the automated scan of this channel: what the scanner observed at each step, so you can see exactly where a check passed or failed. It is informational only and never changes the trust score.

Captured 3 Aug 2026 · Probed https://mcp.pinappai.com/mcp

TLS valid

Negotiated TLS 1.3 with TLS_AES_128_GCM_SHA256 .

Subject Issuer Valid from Valid until Key Signature Serial
CN=pinappai.com CN=WE1,O=Google Trust Services,C=US 19 Jul 2026 17 Oct 2026 ECDSA 256 ECDSA-SHA256 a1b8b38956deeb90e1b0b65946a4edb
SANs: pinappai.com, mcp.pinappai.com, *.mcp.pinappai.com
CN=WE1,O=Google Trust Services,C=US (CA) CN=GTS Root R4,O=Google Trust Services LLC,C=US 13 Dec 2023 20 Feb 2029 ECDSA 256 ECDSA-SHA384 7ff31977972c224a76155d13b6d685e3
CN=GTS Root R4,O=Google Trust Services LLC,C=US (CA) CN=GlobalSign Root CA,OU=Root CA,O=GlobalSign nv-sa,C=BE 15 Nov 2023 28 Jan 2028 ECDSA 384 SHA256-RSA 7fe530bf331343bedd821610493d8a1b
DNSSEC insecure

Validation of mcp.pinappai.com. Not signed

Zone DS Keys Algorithms Outcome
. trust_anchor 20326, 38696 8, 8 Verified
com. present 19718 13 Verified
pinappai.com. absent Unsigned (proven) parent-signed NSEC/NSEC3 proves an unsigned delegation
Authentication Enforced and verified

The endpoint asked for a token and published valid RFC 9728 metadata describing how to get one.

Result Enforced and verified
Enforced On tool calls
HTTP status 200

WWW-Authenticate challenge Bearer realm="PinAppAI MCP", resource_metadata="https://mcp.pinappai.com/.well-known/oauth-protected-resource", scope="mcp:read"

Bearer realm="PinAppAI MCP", resource_metadata="https://mcp.pinappai.com/.well-known/oauth-protected-resource", scope="mcp:read"

Protected resource metadata

Document https://mcp.pinappai.com/.well-known/oauth-protected-resource
Retrieved Yes
Resource https://mcp.pinappai.com/mcp
Authorisation server https://mcp.pinappai.com
Transports 2 probes
Transport URL Outcome Status Location
streamable-http https://mcp.pinappai.com/mcp Verified 200
http (plaintext) http://mcp.pinappai.com/mcp Inconclusive 405
MCP tools — 38 exposed · ~4,073 tokens

The tools this component advertises to a client, with an estimated token cost for each. Expand a tool to see its parameters and schema. The per-tool counts are indicative and are not scored directly; the schema's total context footprint is one signal in Schema Quality & AI Usability.

Tool Tokens
analyze_patterns ~329

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.

NameTypeReqDescription
ai_clustersstringControls semantic clustering via the host's MCP sampling capability. off skips it and returns only the deterministic groupings. auto (default) attempts it and falls back to an ai_clustering_hint for…
ai_model_preferencestringOptional model preference hint for the sampling request. Currently accepted but not forwarded to the host's createMessage call (the sampling request always uses a fixed speed/intelligence preference)…
group_byarrayWhich deterministic groupings to compute: selector (by CSS selector), page (by page URL), reviewer (by reviewer). Defaults to ['selector', 'page']. Keyword extraction (common_keywords) is always comp…
includearrayWhich feedback kinds to pull into the analysis: change_requested (a decision requesting a change), rejected (a decision rejecting the pick), approved (a decision approving the pick), comment (a comme…
projectstringyesThe project slug.

No output schema declared.

No examples provided.

archive_project ~51

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

NameTypeReqDescription
projectstringyesThe project slug to archive.

No output schema declared.

No examples provided.

create_project ~110

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.

NameTypeReqDescription
allowed_originsarrayOrigins where the widget will load (e.g. https://example.com or *.example.com). Up to 20 entries.
namestringyesHuman-readable project name.
slugstringyesProject slug (lowercase, hyphens). Must be unique across all PinAppAI projects.

No output schema declared.

No examples provided.

create_workspace ~85

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.

NameTypeReqDescription
namestringyesHuman-readable workspace name.
slugstringyesWorkspace slug (lowercase, hyphens). Globally unique.

No output schema declared.

No examples provided.

delete_workspace ~50

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

export_my_data ~56

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_api_key ~57

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.

NameTypeReqDescription
idstringyesThe api_keys.id (from list_api_keys).

No output schema declared.

No examples provided.

get_change_request ~272

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.

NameTypeReqDescription
idstringyesThe FEEDBACK id (fb_*), NOT a change-request id (cr_*). When you have a CR row from pinappai_list_apply_inbox / list_change_requests, pass its `source_feedback_id` (or just `id` in list_change_reques…
include_imagebooleanWhen true, also returns the change request's screenshot inline as an MCP image content block, in addition to the JSON text response. Defaults to false (JSON only).
projectstringyesThe project slug.

No output schema declared.

No examples provided.

get_me ~47

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

get_project ~51

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

NameTypeReqDescription
projectstringyesThe project slug.

No output schema declared.

No examples provided.

get_review_summary ~62

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.

NameTypeReqDescription
projectstringyesThe project slug.

No output schema declared.

No examples provided.

get_screenshot ~106

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.

NameTypeReqDescription
idstringyesThe FEEDBACK id (fb_*), NOT a change-request id (cr_*). When you have a CR row from pinappai_list_apply_inbox, pass its `source_feedback_id` here. Passing a cr_* value returns 404.
projectstringyesThe project slug.

No output schema declared.

No examples provided.

get_workspace ~38

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

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

invite_member ~90

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

NameTypeReqDescription
emailstringyesInvitee's email address.
namestringOptional display name; defaults to the email's local-part.
rolestringDefaults to editor. Admins can't invite owners — that requires an existing owner.

No output schema declared.

No examples provided.

invite_reviewer ~80

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.

NameTypeReqDescription
emailstringyesReviewer's email address.
namestringOptional display name; defaults to the email's local-part.
projectstringyesThe project slug.

No output schema declared.

No examples provided.

list_api_keys ~40

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

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_audit_events ~141

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).

NameTypeReqDescription
actionstringExact dotted action name (e.g. "feedback.update", "member.invite").
actorstringSubstring match on actor_email.
fromintegerStart of time range (Unix ms, inclusive).
limitintegerDefault 100, max 500.
offsetintegerDefault 0.
tointegerEnd of time range (Unix ms, exclusive).

No output schema declared.

No examples provided.

list_change_requests ~254

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.

NameTypeReqDescription
cursorstringOpaque pagination cursor from a previous response's next_cursor. Pass it to fetch the next page.
includearrayWhich feedback kinds to include: change_requested (a decision requesting a change), rejected (a decision rejecting the pick), approved (a decision approving the pick), comment (a comment-only pin, no…
limitintegerMax rows to return per page. Defaults to 50, maximum 200.
page_urlstringFilter to change requests captured on this exact page URL.
projectstringyesThe project slug.
reviewerstringFilter by reviewer name or email (matches either field).
sincestringISO 8601 timestamp. Only return change requests created after this time.

No output schema declared.

No examples provided.

list_members ~45

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_projects ~57

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

list_reviewers ~51

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

NameTypeReqDescription
projectstringyesThe project slug.

No output schema declared.

No examples provided.

list_workspaces ~55

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.

Input schema present but exposes no named parameters.

No output schema declared.

No examples provided.

pinappai_apply_change_requests ~174

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.

NameTypeReqDescription
appliesarrayyesList of CRs to mark applied in one atomic batch.
bundle_summarystringShort human-readable summary of this Apply batch — shows up in the project history page. e.g. "applied 7 CRs across 3 pages".
projectstringyesThe project slug.

No output schema declared.

No examples provided.

pinappai_get_iteration_coverage ~94

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.

NameTypeReqDescription
iteration_idstringyesThe iteration id (it_*).
projectstringyesThe project slug.

No output schema declared.

No examples provided.

pinappai_get_workflow ~305

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…

NameTypeReqDescription
namestringyesThe workflow to fetch. See the description for what each does.

No output schema declared.

No examples provided.

pinappai_list_apply_inbox ~131

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.

NameTypeReqDescription
limitintegerMax rows to return (default 100).
projectstringyesThe project slug.

No output schema declared.

No examples provided.

pinappai_list_iterations ~120

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.

NameTypeReqDescription
before_seqintegerPagination cursor — return iterations with seq_no strictly less than this.
limitintegerMax iterations to return (default 50, max 200).
projectstringyesThe project slug.

No output schema declared.

No examples provided.

pinappai_register_change_items ~170

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.

NameTypeReqDescription
itemsarrayyesEvery [data-pp-item] on the page you just wrote, in DOCUMENT ORDER (order drives the review queue). The FULL active set — items you omit are deactivated server-side.
page_pathstringPath of the /changes/ page on the site. Default '/changes'.
projectstringyesThe project slug.

No output schema declared.

No examples provided.

pinappai_reset_review_data ~159

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.

NameTypeReqDescription
confirmbooleanyesMust be literally true. The caller must have shown the user what will be deleted and received explicit confirmation first — there is no grace window; this is not recoverable.
projectstringyesThe project slug.

No output schema declared.

No examples provided.

remove_member ~62

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.

NameTypeReqDescription
user_idstringyesThe member's user_id (from list_members).

No output schema declared.

No examples provided.

restore_api_key ~65

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.

NameTypeReqDescription
idstringyesThe api_keys.id to restore.

No output schema declared.

No examples provided.

revoke_api_key ~59

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.

NameTypeReqDescription
idstringyesThe api_keys.id to revoke.

No output schema declared.

No examples provided.

revoke_reviewer ~76

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

NameTypeReqDescription
projectstringyesThe project slug.
reviewer_idstringyesThe project_reviewers row id (from list_reviewers).

No output schema declared.

No examples provided.

unarchive_project ~45

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

NameTypeReqDescription
projectstringyesThe project slug to unarchive.

No output schema declared.

No examples provided.

update_me_profile ~35

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

NameTypeReqDescription
namestringyesThe new display name.

No output schema declared.

No examples provided.

update_member_role ~73

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.

NameTypeReqDescription
rolestringyesThe new role.
user_idstringyesThe member's user_id (from list_members).

No output schema declared.

No examples provided.

update_project ~312

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.

NameTypeReqDescription
allow_anonymous_reviewersbooleanWhen true, any verified email on a CORS-allowed origin can submit feedback. When false, the email must be on the workspace or project_reviewers list.
allowed_originsarrayREPLACES the existing list. Pass an empty array [] to clear all allowed origins.
namestringNew display name for the project.
owner_emailstringReassign project ownership to a different email (for display only — does not change permissions).
preview_originOptional branch/preview deploy origin. review.pinappai.com/p/<slug>~preview/ serves it so reviewers can check APPLIED changes before they ship — records still write against primary_origin. Set this a…
primary_originCanonical site origin powering the no-install review link (review.pinappai.com/p/<slug>/). Any URL is normalized down to its origin. null (or an empty string) clears it and disables the link.
projectstringyesCurrent project slug (the lookup key).
slugstringNew slug (renames the project; widget snippets keep working since they reference api_key, not slug).

No output schema declared.

No examples provided.

update_workspace ~66

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

NameTypeReqDescription
namestringNew display name for the workspace.
slugstringRenaming slug breaks every URL pointing at the old slug — use sparingly.

No output schema declared.

No examples provided.