Append-only ledger

Ask AI

Every change Wellknown observed on this MCP server, newest first, with what it was before and what it became. Tool-surface changes carry the definition diff. Nothing here is edited after the fact.

13 events · 10 tool-surface changesJSON

Tool surface changed

2026-10-19 17:46 UTC · 3 d ago

Changed the definition of "get_connector_data"

get_connector_datachanged

inputSchema

 ⟨586 unchanged words⟩ ,"likeCount"],"type":"string"},"page":{"description":"For google-search-console top_queries: only the search terms that led to ONE page. A path such as '/collections/cross-stitch' matches that page exactly (not '/collections/cross-stitch-kits'); a full URL matches exactly.","type":"string"},"periodType":{"description":"For triple-whale: shorthand  ⟨318 unchanged words⟩

53 words differ · ~~removed~~ · added

Tool surface changed

2026-10-18 20:50 UTC · 4 d ago

Changed the definition of "complete_intervention" and "set_intervention"

complete_interventionchanged

description

 ⟨47 unchanged words⟩ flags whether each metric met its expected delta. ItGoogle doesAds NOT(source capture'google-ads', from synced stats) and Triple Whale (source 'tw', live from sourceTriple —Whale for the exact window) metrics are measured automatically: the post side runs from the day after the change to yesterday, and a missing or misaligned baseline is recomputed for the 28 days before. Pass campaignId to scope a record's Google Ads metrics to one campaign. Other sources are NOT captured live, so if you haven't recorded post-fix snapshots yet ⟨52 unchanged words⟩

80 words differ · ~~removed~~ · added

inputSchema

{"properties":{"campaignId":{"description":"Google Ads: measure this record's google-ads tracked metrics on this one campaign instead of the whole account (for fixes logged before campaign-level tracking).","type":"string"},"

Tool surface changed

2026-10-17 19:26 UTC · 5 d ago

Changed the definition of "get_connector_data"

get_connector_datachanged

description

 ⟨284 unchanged words⟩  by_campaign_type, by_device, by_network, change_history, search_terms, ads, ad_groups, keywords, impression_share, campaign_settings, shopping_products, conversion_reconciliation. Detail: get_help( ⟨238 unchanged words⟩

6 words differ · ~~removed~~ · added

inputSchema

 ⟨9 unchanged words⟩  0).","type":"integer"},"adGroupId":{"description":"For google-ads ads and keywords: restrict to one ad group (e.g. to compare the responsive search ads inside it). Ad group ids come from report:'ad_groups'.","type":"string"},"attributionModel":{"description":"For triple-whale attributions/by_channel/product_attribution:  ⟨77 unchanged words⟩ account's; on change_history it returns only that campaign's edits.edits; on ads, ad_groups and keywords it filters server-side. Other reports cover the whole account and say

Tool surface changed

2026-10-14 00:28 UTC · 9 d ago

Changed the definition of "get_connector_data"

get_connector_datachanged

inputSchema

 ⟨87 unchanged words⟩ figure are that campaign's rather than the whole account's.account's; on change_history it returns only that campaign's edits. Other reports cover the whole account and say so in _campaignIdIgnored.","type":"string"},"category":{ ⟨755 unchanged words⟩

21 words differ · ~~removed~~ · added

Tool surface changed
2026-10-06 18:26 UTC · 16 d ago
Changed the definition of "ask_moby", "complete_intervention", "get_abandoned_checkouts" and 63 more
ask_mobychanged
title
before —
after Ask Triple Whale's Moby
annotations
before —
after {"idempotentHint":true,"openWorldHint":true,"readOnlyHint":true,"title":"Ask Triple Whale's Moby"}
complete_interventionchanged
title
before —
Close a fix with its result

Tool surface changed

2026-10-06 11:27 UTC · 16 d ago

Changed the definition of "query_orders"

query_orderschanged

inputSchema

 ⟨38 unchanged words⟩ ":{"description":"Maximum order total in dollarsthe store currency, major units","type":"number"},"minTotal":{"description":"Minimum order total in dollarsthe store currency, major units (e.g. 3000 = £3,000 on a GBP store)","type":"number"},"offset":{ ⟨123 unchanged words⟩

26 words differ · ~~removed~~ · added

Tool surface changed

2026-10-05 21:22 UTC · 17 d ago

Changed the definition of "get_connector_data" and "get_velocity"

get_connector_datachanged

description

 ⟨144 unchanged words⟩ "gorgias" — customer support. Reports: summary, daily (tickets per day, for lining up with refunds/orders/campaigns), tickets, by_channel, satisfaction, top_tags. Detail: get_help( ⟨368 unchanged words⟩

13 words differ · ~~removed~~ · added

get_velocitychanged

inputSchema

 ⟨56 unchanged words⟩ ,"filter":{"description":"For by_product: filter.filter by stock status. atRisk = under 7 days of cover; overstocked = over 90 days of cover or stock with no sales; outOfStock = no sellable stock.","enum":["all","atRisk"," ⟨117 unchanged words⟩ ":{"description":"For by_product: sort field.

Tool surface changed
2026-09-20 21:23 UTC · 1 mo ago
Added "update_intervention"; changed the definition of "set_intervention" (65 tools before, 66 now)
set_interventionchanged
inputSchema
⟨343 unchanged words⟩ ux_improvement","other"],"type":"string"},"watch":{"description":"Optional threshold watch evaluated on every get_briefing, so a breach SURFACES rather than being recomputed by hand each time. Shape: {metric:'orders'|'revenue', windowDays: 1-90, op:'lt'|'lte'|'gt'|'gte', threshold: number, note?: string}, e.g. {metric:'orders', windowDays:3, op:'lt', threshold:55}. Windows cover COMPLETE days only; an unsupported metric is rejected here rather than silently never firing.","type":"object"}},"required":["type","description"],"type":"object"}
100 words differ · ~~removed~~ · added
update_interventionadded
TRIGGER: Call WITHOUT asking when an existing intervention's details need correcting — a check date that should move, a note to add, a hypothesis to sharpen, or a threshold watch to attach. Interventions could previously only be created and closed, so a wrong check date stayed wrong and surfaced as due on the wrong day; closing and re-creating is NOT a workaround, because it discards the captured baseline snapshots and the applied date. NOTES APPEND by default with a date stamp, since corrections accumulate — pass notesMode:'replace' only to deliberately overwrite. Verdict and status are not …

Tool surface changed

2026-09-20 14:24 UTC · 1 mo ago

Changed the definition of "get_connector_data"

get_connector_datachanged

description

 ⟨275 unchanged words⟩  by_campaign_type, by_device, by_network, change_history, search_terms, impression_share.impression_share, campaign_settings, shopping_products, conversion_reconciliation. Detail: get_help("google_ads").
• connector: ⟨234 unchanged words⟩

8 words differ · ~~removed~~ · added

inputSchema

 ⟨42 unchanged words⟩  omitted).","type":"string"},"campaignId":{"description":"For google-ads: restrict to one campaign. On campaign_settings it fetches just that campaign and expands its negative keyword text (one campaign is a bounded payload); on search_terms it filters the terms server-side, so the top-N and the spend-coverage figure are that campaign's rather than the whole account's.","type":"string"},"category":{"description":"For triple-whale summary:  ⟨207 unchanged words⟩  post_purchase_survey_submitted).","type":"string"},"expandNegatives":{"description":"For google-ads campaign_settings: include negative keyword TEXT as well as counts. Off by default because one campaign's negatives can fill the whole response; implied when campaignId is set.","type":"boolean"},"

Tool surface changed

2026-09-20 00:28 UTC · 1 mo ago

Changed the definition of "get_connector_data"

get_connector_datachanged

description

 ⟨273 unchanged words⟩  campaigns, daily, by_campaign_type, by_device, by_network, change_history.change_history, search_terms, impression_share. Detail: get_help("google_ads").
• connector: ⟨234 unchanged words⟩

6 words differ · ~~removed~~ · added

inputSchema

 ⟨326 unchanged words⟩ , smile (top_members), swish (top_products), woocommerce.woocommerce, google-ads (search_terms — terms per account, default 200, max 1000).","type":"integer"},"maxScore":{ ⟨358 unchanged words⟩

18 words differ · ~~removed~~ · added

TLS
2026-09-12 19:22 UTC · 1 mo ago
Certificate recorded, valid to 2026-11-21
Authorization
2026-09-12 19:22 UTC · 1 mo ago
Authorization not required
Tool surface
2026-09-12 11:26 UTC · 1 mo ago
First tool surface recorded: 65 tools (server version 1.0.0)

Showing the latest 13 events. The API returns up to 500 and filters by kind: ?kind=tool_surface_changed

force":{"description":"Close even when no

⟨100 unchanged words⟩

48 words differ · ~~removed~~ · added

set_interventionchanged

inputSchema

 ⟨303 unchanged words⟩ source:'ga4'}] (explicit dimensions per metric). Google Ads metrics (ad_spend, cpa, roas, cpc, cpm, ctr with source:'google-ads') and Triple Whale metrics (revenue, orders, aov, pixel_cvr, visitors, ad_spend, roas, cpa with source:'tw') are computed from the source over the 28 days before appliedAt; add campaignId to measure ONE campaign rather than the store's whole account, e.g. {metric:'cpa',campaignId:'24313387832'}. A campaign that didn't run before the change (new) has no baseline and is judged on its post figure.","items":{"oneOf":[{"type":"string"},{"properties":{"campaignId":{"description":"Google Ads only: measure this one campaign.","type":"string"},"metric":{"type":"string"},"segment ⟨93 unchanged words⟩

130 words differ · ~~removed~~ · added

⟨761 unchanged words⟩

63 words differ · ~~removed~~ · added

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Close a fix with its result"}

get_abandoned_checkoutschanged

title

before
—

after
Abandoned checkouts

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Abandoned checkouts"}

get_analyticschanged

title

before
—

after
Google Analytics traffic

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Google Analytics traffic"}

get_anomalieschanged

title

before
—

after
Find unusual metric moves

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Find unusual metric moves"}

get_briefingchanged

title

before
—

after
Session briefing

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Session briefing"}

get_campaign_impactchanged

title

before
—

after
Campaign impact

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Campaign impact"}

get_cart_affinitychanged

title

before
—

after
Products bought together

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Products bought together"}

get_collectionschanged

title

before
—

after
Collections

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Collections"}

get_complete_dashboardchanged

title

before
—

after
Business overview across all sources

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Business overview across all sources"}

get_connector_datachanged

title

before
—

after
Data from a connected app

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":true,"readOnlyHint":true,"title":"Data from a connected app"}

get_customer_insightschanged

title

before
—

after
Customer retention and lifetime value

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Customer retention and lifetime value"}

get_customerschanged

title

before
—

after
Customer segments and lists

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Customer segments and lists"}

get_daily_metricschanged

title

before
—

after
Daily metrics

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Daily metrics"}

get_data_sourceschanged

title

before
—

after
List connected data sources

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"List connected data sources"}

get_discountschanged

title

before
—

after
Discount code analysis

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Discount code analysis"}

get_focuschanged

title

before
—

after
Weekly focus plan

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Weekly focus plan"}

get_forecastchanged

title

before
—

after
Forecast revenue or orders

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Forecast revenue or orders"}

get_ga4_dimensionschanged

title

before
—

after
Google Analytics breakdowns

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Google Analytics breakdowns"}

get_ga4_funnelchanged

title

before
—

after
Google Analytics funnel

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Google Analytics funnel"}

get_helpchanged

title

before
—

after
Help and metric definitions

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Help and metric definitions"}

get_insightschanged

title

before
—

after
Saved insights

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Saved insights"}

get_interventionschanged

title

before
—

after
Logged fixes and outcomes

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Logged fixes and outcomes"}

get_inventorychanged

title

before
—

after
Inventory levels

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Inventory levels"}

get_marketing_performancechanged

title

before
—

after
Marketing performance and checkout funnel

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Marketing performance and checkout funnel"}

get_marketschanged

title

before
—

after
Shopify Markets performance

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Shopify Markets performance"}

get_metrics_comparisonchanged

title

before
—

after
Compare metrics between periods

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Compare metrics between periods"}

get_metrics_multi_comparechanged

title

before
—

after
Compare metrics across several periods

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Compare metrics across several periods"}

get_orderchanged

title

before
—

after
Look up an order

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Look up an order"}

get_orderschanged

title

before
—

after
Order analytics

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Order analytics"}

get_product_analyticschanged

title

before
—

after
Product sales analytics

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Product sales analytics"}

get_product_catalogchanged

title

before
—

after
Product catalog

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Product catalog"}

get_product_healthchanged

title

before
—

after
Product health check

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Product health check"}

get_products_by_channelchanged

title

before
—

after
Products by sales channel

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Products by sales channel"}

get_query_to_urlchanged

title

before
—

after
Search queries by landing page

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Search queries by landing page"}

get_refundschanged

title

before
—

after
Refund analysis

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Refund analysis"}

get_revenue_driverschanged

title

before
—

after
Explain a revenue change

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Explain a revenue change"}

get_reviewschanged

title

before
—

after
Product reviews

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Product reviews"}

get_spend_reconciliationchanged

title

before
—

after
Reconcile ad spend across sources

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Reconcile ad spend across sources"}

get_store_noteschanged

title

before
—

after
Store notes

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Store notes"}

get_store_profilechanged

title

before
—

after
Store profile

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Store profile"}

get_store_summarychanged

title

before
—

after
Store summary

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Store summary"}

get_sync_healthchanged

title

before
—

after
Check data sync health

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Check data sync health"}

get_targetschanged

title

before
—

after
Get metric targets

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Get metric targets"}

get_timelinechanged

title

before
—

after
Store event timeline

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Store event timeline"}

get_top_productschanged

title

before
—

after
Top products and category margins

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Top products and category margins"}

get_velocitychanged

title

before
—

after
Sales velocity and restock needs

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Sales velocity and restock needs"}

get_wakeupchanged

title

before
—

after
Run a scheduled analysis

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Run a scheduled analysis"}

get_wakeupschanged

title

before
—

after
List scheduled analyses

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"List scheduled analyses"}

get_weekly_trendschanged

title

before
—

after
Weekly trends

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Weekly trends"}

get_yoy_monthlychanged

title

before
—

after
Year-over-year by month

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Year-over-year by month"}

query_metric_snapshotschanged

title

before
—

after
Metric snapshot history

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Metric snapshot history"}

query_orderschanged

title

before
—

after
Search orders

annotations

before
—

after
{"idempotentHint":true,"openWorldHint":false,"readOnlyHint":true,"title":"Search orders"}

record_metric_snapshotchanged

title

before
—

after
Record a metric snapshot

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Record a metric snapshot"}

report_concernchanged

title

before
—

after
Report a concern

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Report a concern"}

report_data_issuechanged

title

before
—

after
Report a data issue

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Report a data issue"}

save_focuschanged

title

before
—

after
Save the focus plan

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Save the focus plan"}

save_insightschanged

title

before
—

after
Save insights

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Save insights"}

save_store_notechanged

title

before
—

after
Save a store note

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Save a store note"}

save_targetchanged

title

before
—

after
Save a metric target

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Save a metric target"}

save_wakeupchanged

title

before
—

after
Schedule a follow-up analysis

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Schedule a follow-up analysis"}

set_interventionchanged

title

before
—

after
Log a fix or change

annotations

before
—

after
{"destructiveHint":false,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Log a fix or change"}

update_focus_itemchanged

title

before
—

after
Update a focus plan item

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Update a focus plan item"}

update_insightchanged

title

before
—

after
Update an insight

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Update an insight"}

update_interventionchanged

title

before
—

after
Edit a logged fix

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Edit a logged fix"}

update_store_profilechanged

title

before
—

after
Update the store profile

annotations

before
—

after
{"destructiveHint":true,"idempotentHint":false,"openWorldHint":false,"readOnlyHint":false,"title":"Update the store profile"}

sellThrough (angle:\

inventory\") sorts by per-product sell-through rate

LOWEST first, ties broken by most stock held: use it for 'which products have a sell-through under X%?'.

enum":["velocity","daysOfStock","risk

"],"type":"string"},"variantId":

⟨20 unchanged words⟩

68 words differ · ~~removed~~ · added

granularity":{"description":"For triple-whale by_channel:

⟨66 unchanged words⟩

— terms per account, default 200, max

1000; campaigns with segment:'day' — campaigns expanded, default 10, max 20

).","type":"integer"},"maxScore"

⟨193 unchanged words⟩

message body.","type":"string"},"

segment":{"description":"For google-ads campaigns: 'day' nests a per-day series inside each campaign, so a per-campaign daily view is ONE call instead of one per day. Tightens the campaign cap (see `limit`, default 10, max 20) since campaigns x days multiplies quickly.","enum":["day"],"type":"string"},"

siteUrl":{"description":"For google-search-console: exact

⟨85 unchanged words⟩

) / gorgias (tickets) / woocommerce (orders

) / google-ads (campaign_settings — e.g. 'ENABLED' to drop long-paused campaigns

): filter by status.","type":"string

⟨60 unchanged words⟩

228 words differ · ~~removed~~ · added