Clamp Analytics
Server Details
Privacy-first web analytics, exposed to your AI agent as a first-class data source. The agent sees your traffic, referrers, geos, devices, live visitors, and custom events, and can reason across them. Ask what changed since the last deploy, why a campaign underperformed, which segment of signups actually activated, or have it build a conversion funnel and alert you when bounce rate spikes.
Glama couldn't complete the latest health check. If this server requires authentication, missing or expired test credentials may be the cause. A test profile lets Glama authenticate for health checks and discover tools; it is separate from your personal connections.
If you are the author, claim ownership, then add or update a test profile under Admin → Test Profile.
- Status
- Unhealthy
- OAuth
- Works in Glama
- Last Tested
- Transport
- Streamable HTTP
- URL
TDQS
Scored across 27 tools
Each tool targets a distinct resource and action, with clear separation even within groups like traffic and errors. Descriptions are detailed and unique, preventing ambiguity.
All tool names follow a consistent 'resource.action' pattern using snake_case (e.g., alerts.create, traffic.overview), with no deviations or mixed conventions.
27 tools is on the higher end but well-justified for a comprehensive analytics platform covering alerts, cohorts, errors, events, funnels, pages, revenue, sessions, traffic, and users.
The tool surface is very complete, covering core analytics workflows (traffic, events, errors, funnels, cohorts, revenue) with no obvious gaps. Missing update/delete for some resources are acceptable given the domain.
Tool Schema Changelog
Recent tool additions, removals, and schema changes observed during successful MCP inspections.
10 tool updates
- Changed
events.list10 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / compareAdded value: +{ + "description": "When true (only meaningful on the unfiltered listing — no `name`, no `group_by`), each row also carries `prev_count` and `prev_visitors` from the equal-length previous period. Events absent now but present before appear with count=0 (dead-event signal). Defaults to false.", + "type": "boolean" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +} - added
Output schema / properties / events / items / properties / prev_countAdded value: +{ + "type": "number" +} - added
Output schema / properties / events / items / properties / prev_visitorsAdded value: +{ + "type": "number" +} - added
Output schema / properties / events / items / properties / visitorsAdded value: +{ + "type": "number" +}
- Changed
events.observed_schema1 field changed- changed
Input schema / properties / include_pageviews / descriptionPrevious value: -"Include pageview and pageview_end in the output. Defaults to false."New value: +"Include SDK-internal events (pageview, pageview_end, web_vital, section_viewed, $error) in the output. Defaults to false."
- Changed
funnels.list6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
pages.engagement6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
revenue.sum6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
sessions.paths6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
traffic.breakdown6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
traffic.compare6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
traffic.overview6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
- Changed
traffic.timeseries6 fields changed- added
Input schema / properties / browserAdded value: +{ + "description": "Browser family (e.g. \"Chrome\", \"Safari\", \"Firefox\"). Use traffic.breakdown(dimension=\"browser\") to discover the exact stored values.", + "type": "string" +} - added
Input schema / properties / browser_versionAdded value: +{ + "description": "Browser version string (e.g. \"120.0\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / cityAdded value: +{ + "description": "City name (e.g. \"San Francisco\", \"London\"). Case-sensitive; must match the stored value. Use traffic.breakdown(dimension=\"city\") to discover values.", + "type": "string" +} - added
Input schema / properties / osAdded value: +{ + "description": "Operating system family (e.g. \"macOS\", \"iOS\", \"Windows\", \"Android\"). Use traffic.breakdown(dimension=\"os\") to discover stored values.", + "type": "string" +} - added
Input schema / properties / os_versionAdded value: +{ + "description": "OS version string (e.g. \"14.2\"). Case-sensitive.", + "type": "string" +} - added
Input schema / properties / regionAdded value: +{ + "description": "Administrative region inside a country (e.g. \"California\", \"Bavaria\"). Case-sensitive; must match the stored region exactly. Use traffic.breakdown(dimension=\"region\") to discover values.", + "type": "string" +}
1 tool update
- Changed
traffic.timeseries2 fields changed- changed
Input schema / properties / event / descriptionPrevious value: -"Event name to chart. Defaults to \"pageview\". Use any custom event name to see its trend over time."New value: +"Event name to chart raw counts of (defaults to \"pageview\"). Ignored when `metric` is set. Use any custom event name to see its trend over time." - added
Input schema / properties / metricAdded value: +{ + "description": "Which traffic metric to chart over time, mirroring the overview KPIs: \"pageviews\", \"visitors\" (unique), \"sessions\", \"bounce_rate\" (% of single-pageview sessions), or \"avg_duration\" (avg session length in seconds). When set, the metric is always scoped to pageviews and `event`/`property`/`value` are ignored. Omit to chart raw counts of a custom `event` instead.", + "enum": [ + "pageviews", + "visitors", + "sessions", + "bounce_rate", + "avg_duration" + ], + "type": "string" +}
27 tool updates
- Changed
alerts.create1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "condition": { + "type": "string" + }, + "created_at": { + "type": "string" + }, + "id": { + "type": "string" + }, + "metric": { + "type": "string" + }, + "pathname": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "period": { + "type": "string" + }, + "threshold": { + "type": "number" + } + }, + "required": [ + "id", + "metric", + "condition", + "threshold", + "period", + "pathname", + "created_at" + ], + "type": "object" +}
- Changed
alerts.delete1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "ok": { + "type": "boolean" + } + }, + "required": [ + "ok" + ], + "type": "object" +}
- Changed
alerts.list1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "alerts": { + "items": { + "additionalProperties": false, + "properties": { + "condition": { + "type": "string" + }, + "created_at": { + "type": "string" + }, + "id": { + "type": "string" + }, + "metric": { + "type": "string" + }, + "pathname": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "period": { + "type": "string" + }, + "threshold": { + "type": "number" + } + }, + "required": [ + "id", + "metric", + "condition", + "threshold", + "period", + "pathname", + "created_at" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "alerts" + ], + "type": "object" +}
- Changed
cohorts.compare1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "a": { + "additionalProperties": false, + "properties": { + "cohort": { + "type": "string" + }, + "retention": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "period": { + "type": "string" + }, + "rate": { + "type": "string" + } + }, + "required": [ + "period", + "count", + "rate" + ], + "type": "object" + }, + "type": "array" + }, + "size": { + "type": "number" + } + }, + "required": [ + "cohort", + "size", + "retention" + ], + "type": "object" + }, + "b": { + "additionalProperties": false, + "properties": { + "cohort": { + "type": "string" + }, + "retention": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "period": { + "type": "string" + }, + "rate": { + "type": "string" + } + }, + "required": [ + "period", + "count", + "rate" + ], + "type": "object" + }, + "type": "array" + }, + "size": { + "type": "number" + } + }, + "required": [ + "cohort", + "size", + "retention" + ], + "type": "object" + } + }, + "required": [ + "a", + "b" + ], + "type": "object" +}
- Changed
cohorts.create1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "definition": { + "additionalProperties": false, + "properties": { + "event": { + "type": "string" + }, + "filter": { + "additionalProperties": false, + "properties": { + "property": { + "type": "string" + }, + "value": { + "type": "string" + } + }, + "required": [ + "property", + "value" + ], + "type": "object" + }, + "period": { + "type": "string" + } + }, + "required": [ + "event", + "period" + ], + "type": "object" + }, + "id": { + "type": "string" + }, + "name": { + "type": "string" + }, + "size": { + "type": "number" + } + }, + "required": [ + "id", + "name", + "definition", + "size" + ], + "type": "object" +}
- Changed
cohorts.delete1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "ok": { + "type": "boolean" + } + }, + "required": [ + "ok" + ], + "type": "object" +}
- Changed
cohorts.list1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "cohorts": { + "items": { + "additionalProperties": false, + "properties": { + "created_at": { + "type": "string" + }, + "definition": { + "additionalProperties": false, + "properties": { + "event": { + "type": "string" + }, + "filter": { + "additionalProperties": false, + "properties": { + "property": { + "type": "string" + }, + "value": { + "type": "string" + } + }, + "required": [ + "property", + "value" + ], + "type": "object" + }, + "period": { + "type": "string" + } + }, + "required": [ + "event", + "period" + ], + "type": "object" + }, + "id": { + "type": "string" + }, + "name": { + "type": "string" + }, + "size": { + "type": "number" + } + }, + "required": [ + "id", + "name", + "definition" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "cohorts" + ], + "type": "object" +}
- Changed
cohorts.retention1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "cohort": { + "type": "string" + }, + "retention": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "period": { + "type": "string" + }, + "rate": { + "type": "string" + } + }, + "required": [ + "period", + "count", + "rate" + ], + "type": "object" + }, + "type": "array" + }, + "size": { + "type": "number" + } + }, + "required": [ + "cohort", + "size", + "retention" + ], + "type": "object" +}
- Changed
docs.search1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "query": { + "type": "string" + }, + "results": { + "items": { + "additionalProperties": false, + "properties": { + "desc": { + "type": "string" + }, + "title": { + "type": "string" + }, + "url": { + "type": "string" + } + }, + "required": [ + "url", + "title", + "desc" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "query", + "results" + ], + "type": "object" +}
- Changed
errors.context1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "anonymous_id": { + "type": "string" + }, + "before_timestamp": { + "type": "string" + }, + "count": { + "type": "number" + }, + "events": { + "items": { + "additionalProperties": false, + "properties": { + "name": { + "type": "string" + }, + "pathname": { + "type": "string" + }, + "referrer": { + "type": "string" + }, + "timestamp": { + "type": "string" + }, + "url": { + "type": "string" + } + }, + "required": [ + "timestamp", + "name" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "anonymous_id", + "before_timestamp", + "count", + "events" + ], + "type": "object" +}
- Changed
errors.groups1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "groups": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "fingerprint": { + "type": "string" + }, + "first_seen": { + "type": "string" + }, + "last_seen": { + "type": "string" + }, + "sample_message": { + "type": "string" + }, + "sample_type": { + "type": "string" + }, + "users_affected": { + "type": "number" + } + }, + "required": [ + "fingerprint", + "count", + "users_affected", + "first_seen", + "last_seen" + ], + "type": "object" + }, + "type": "array" + }, + "period": { + "type": "string" + }, + "sort_by": { + "type": "string" + } + }, + "required": [ + "period", + "sort_by", + "groups" + ], + "type": "object" +}
- Changed
errors.list1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "errors": { + "items": { + "additionalProperties": false, + "properties": { + "anonymous_id": { + "type": "string" + }, + "browser": { + "type": "string" + }, + "browser_version": { + "type": "string" + }, + "country": { + "type": "string" + }, + "device_type": { + "type": "string" + }, + "fingerprint": { + "type": "string" + }, + "handled": { + "type": "boolean" + }, + "message": { + "type": "string" + }, + "os": { + "type": "string" + }, + "pathname": { + "type": "string" + }, + "session_id": { + "type": "string" + }, + "stack": { + "type": "string" + }, + "timestamp": { + "type": "string" + }, + "type": { + "type": "string" + }, + "url": { + "type": "string" + } + }, + "required": [ + "timestamp", + "handled" + ], + "type": "object" + }, + "type": "array" + }, + "period": { + "type": "string" + } + }, + "required": [ + "period", + "count", + "errors" + ], + "type": "object" +}
- Changed
errors.timeline1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "fingerprint": { + "anyOf": [ + { + "type": "string" + }, + { + "type": "null" + } + ] + }, + "interval": { + "type": "string" + }, + "period": { + "type": "string" + }, + "series": { + "items": { + "additionalProperties": false, + "properties": { + "bucket": { + "type": "string" + }, + "count": { + "type": "number" + } + }, + "required": [ + "bucket", + "count" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "period", + "interval", + "fingerprint", + "series" + ], + "type": "object" +}
- Changed
events.list1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "events": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "group_value": { + "type": "string" + }, + "name": { + "type": "string" + } + }, + "required": [ + "name", + "count" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "events" + ], + "type": "object" +}
- Changed
events.observed_schema1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "events": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "name": { + "type": "string" + }, + "properties": { + "additionalProperties": { + "items": { + "additionalProperties": false, + "properties": { + "occurrences": { + "type": "number" + }, + "type": { + "type": "string" + } + }, + "required": [ + "type", + "occurrences" + ], + "type": "object" + }, + "type": "array" + }, + "propertyNames": { + "type": "string" + }, + "type": "object" + } + }, + "required": [ + "name", + "count", + "properties" + ], + "type": "object" + }, + "type": "array" + }, + "period": { + "type": "string" + } + }, + "required": [ + "period", + "events" + ], + "type": "object" +}
- Changed
funnels.create1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "id": { + "type": "string" + }, + "name": { + "type": "string" + }, + "overall_conversion": { + "type": "string" + }, + "period": { + "type": "string" + }, + "steps": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "name": { + "type": "string" + }, + "rate": { + "type": "string" + } + }, + "required": [ + "name", + "count", + "rate" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "id", + "name", + "steps", + "overall_conversion", + "period" + ], + "type": "object" +}
- Changed
funnels.list1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "funnels": { + "items": { + "additionalProperties": false, + "properties": { + "id": { + "type": "string" + }, + "name": { + "type": "string" + }, + "overall_conversion": { + "type": "string" + }, + "period": { + "type": "string" + }, + "steps": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "name": { + "type": "string" + }, + "rate": { + "type": "string" + } + }, + "required": [ + "name", + "count", + "rate" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "id", + "name", + "steps", + "overall_conversion", + "period" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "funnels" + ], + "type": "object" +}
- Changed
pages.engagement1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "pages": { + "items": { + "additionalProperties": false, + "properties": { + "avg_engagement_seconds": { + "anyOf": [ + { + "type": "number" + }, + { + "type": "null" + } + ] + }, + "bounce_rate": { + "anyOf": [ + { + "type": "number" + }, + { + "type": "null" + } + ] + }, + "pageviews": { + "type": "number" + }, + "pathname": { + "type": "string" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "pathname", + "pageviews", + "visitors" + ], + "type": "object" + }, + "type": "array" + }, + "sections": { + "items": { + "additionalProperties": false, + "properties": { + "pageviews": { + "type": "number" + }, + "section": { + "type": "string" + }, + "view_rate": { + "anyOf": [ + { + "type": "number" + }, + { + "type": "null" + } + ] + }, + "views": { + "type": "number" + } + }, + "required": [ + "section", + "views", + "view_rate", + "pageviews" + ], + "type": "object" + }, + "type": "array" + } + }, + "type": "object" +}
- Changed
projects.list1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "projects": { + "items": { + "additionalProperties": false, + "properties": { + "id": { + "type": "string" + }, + "name": { + "type": "string" + }, + "plan": { + "type": "string" + } + }, + "required": [ + "id", + "name", + "plan" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "projects" + ], + "type": "object" +}
- Changed
revenue.sum1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "rows": { + "items": { + "additionalProperties": false, + "properties": { + "amount": { + "type": "string" + }, + "currency": { + "type": "string" + }, + "events": { + "type": "number" + }, + "group_value": { + "type": "string" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "currency", + "amount", + "events", + "visitors" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "rows" + ], + "type": "object" +}
- Changed
sessions.paths1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "paths": { + "items": { + "additionalProperties": false, + "properties": { + "avg_duration_seconds": { + "type": "number" + }, + "avg_pages": { + "type": "number" + }, + "bounced": { + "type": "boolean" + }, + "entry_page": { + "type": "string" + }, + "exit_page": { + "type": "string" + }, + "sessions": { + "type": "number" + } + }, + "required": [ + "entry_page", + "exit_page", + "sessions", + "avg_pages", + "avg_duration_seconds", + "bounced" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "paths" + ], + "type": "object" +}
- Changed
traffic.breakdown1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "rows": { + "items": { + "additionalProperties": false, + "properties": { + "channel": { + "type": "string" + }, + "country": { + "type": "string" + }, + "name": { + "type": "string" + }, + "pageviews": { + "type": "number" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "name", + "pageviews", + "visitors" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "rows" + ], + "type": "object" +}
- Changed
traffic.compare1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "a": { + "additionalProperties": false, + "properties": { + "period": { + "type": "string" + }, + "value": { + "type": "number" + } + }, + "required": [ + "period", + "value" + ], + "type": "object" + }, + "absolute_delta": { + "type": "number" + }, + "b": { + "additionalProperties": false, + "properties": { + "period": { + "type": "string" + }, + "value": { + "type": "number" + } + }, + "required": [ + "period", + "value" + ], + "type": "object" + }, + "metric": { + "type": "string" + }, + "pct_delta": { + "type": "string" + } + }, + "required": [ + "metric", + "a", + "b", + "absolute_delta", + "pct_delta" + ], + "type": "object" +}
- Changed
traffic.live1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "pageviews": { + "type": "number" + }, + "top_countries": { + "items": { + "additionalProperties": false, + "properties": { + "name": { + "type": "string" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "name", + "visitors" + ], + "type": "object" + }, + "type": "array" + }, + "top_pages": { + "items": { + "additionalProperties": false, + "properties": { + "name": { + "type": "string" + }, + "pageviews": { + "type": "number" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "name", + "pageviews", + "visitors" + ], + "type": "object" + }, + "type": "array" + }, + "top_sources": { + "items": { + "additionalProperties": false, + "properties": { + "name": { + "type": "string" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "name", + "visitors" + ], + "type": "object" + }, + "type": "array" + }, + "visitors": { + "type": "number" + }, + "window_minutes": { + "type": "number" + } + }, + "required": [ + "window_minutes", + "visitors", + "pageviews", + "top_pages", + "top_sources", + "top_countries" + ], + "type": "object" +}
- Changed
traffic.overview1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "avg_duration": { + "type": "number" + }, + "bounce_rate": { + "type": "number" + }, + "comparison": { + "additionalProperties": false, + "properties": { + "bounce_rate": { + "additionalProperties": false, + "properties": { + "change": { + "type": "string" + }, + "previous": { + "type": "number" + } + }, + "required": [ + "previous", + "change" + ], + "type": "object" + }, + "pageviews": { + "additionalProperties": false, + "properties": { + "change": { + "type": "string" + }, + "previous": { + "type": "number" + } + }, + "required": [ + "previous", + "change" + ], + "type": "object" + }, + "sessions": { + "additionalProperties": false, + "properties": { + "change": { + "type": "string" + }, + "previous": { + "type": "number" + } + }, + "required": [ + "previous", + "change" + ], + "type": "object" + }, + "visitors": { + "additionalProperties": false, + "properties": { + "change": { + "type": "string" + }, + "previous": { + "type": "number" + } + }, + "required": [ + "previous", + "change" + ], + "type": "object" + } + }, + "required": [ + "pageviews", + "visitors", + "sessions", + "bounce_rate" + ], + "type": "object" + }, + "pageviews": { + "type": "number" + }, + "sessions": { + "type": "number" + }, + "visitors": { + "type": "number" + } + }, + "required": [ + "pageviews", + "visitors", + "sessions", + "bounce_rate", + "avg_duration", + "comparison" + ], + "type": "object" +}
- Changed
traffic.timeseries1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "series": { + "items": { + "additionalProperties": false, + "properties": { + "count": { + "type": "number" + }, + "date": { + "type": "string" + } + }, + "required": [ + "date", + "count" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "series" + ], + "type": "object" +}
- Changed
users.journey1 field changed- changed
Output schema / (root)Previous value: -nullNew value: +{ + "$schema": "http://json-schema.org/draft-07/schema#", + "additionalProperties": false, + "properties": { + "anonymous_id": { + "type": "string" + }, + "sessions": { + "items": { + "additionalProperties": false, + "properties": { + "channel": { + "type": "string" + }, + "country": { + "type": "string" + }, + "device_type": { + "type": "string" + }, + "ended_at": { + "type": "string" + }, + "entry_page": { + "type": "string" + }, + "events": { + "items": { + "type": "string" + }, + "type": "array" + }, + "is_first_touch": { + "type": "boolean" + }, + "pageviews": { + "type": "number" + }, + "referrer_host": { + "type": "string" + }, + "session_id": { + "type": "string" + }, + "started_at": { + "type": "string" + }, + "utm_campaign": { + "type": "string" + }, + "utm_medium": { + "type": "string" + }, + "utm_source": { + "type": "string" + } + }, + "required": [ + "session_id", + "is_first_touch", + "started_at", + "ended_at", + "entry_page", + "channel", + "referrer_host", + "utm_source", + "utm_medium", + "utm_campaign", + "country", + "device_type", + "pageviews", + "events" + ], + "type": "object" + }, + "type": "array" + } + }, + "required": [ + "anonymous_id", + "sessions" + ], + "type": "object" +}
14 tool updates
- Removed
breakdown - Added
errors.context - Added
errors.groups - Added
errors.list - Added
errors.timeline - Changed
events.list1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
funnels.list1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
pages.engagement1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
revenue.sum1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
sessions.paths1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Added
traffic.breakdown - Changed
traffic.compare1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
traffic.overview1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
traffic.timeseries1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `traffic.breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
9 tool updates
- Added
cohorts.compare - Added
cohorts.create - Added
cohorts.delete - Added
cohorts.list - Added
cohorts.retention - Removed
funnels.get - Added
funnels.list - Changed
revenue.sum1 field changed- added
Input schema / properties / attribution_modelAdded value: +{ + "description": "Attribution model. \"last_touch\" (default) groups by the dimensions of the session where revenue fired. \"first_touch\" joins each revenue event with the visitor's earliest session and groups by that session's acquisition dim. First-touch only supports group_by in acquisition dimensions (channel, referrer_host, utm_*).", + "enum": [ + "last_touch", + "first_touch" + ], + "type": "string" +}
- Added
users.journey
1 tool update
- Added
events.observed_schema
2 tool updates
- Changed
events.list3 fields changed- added
Input schema / properties / group_by_typeAdded value: +{ + "description": "Type of the group_by property. Defaults to \"string\". Set to \"number\"/\"boolean\" for numeric/boolean properties; results come back stringified (\"5\", \"true\") for transport.", + "enum": [ + "string", + "number", + "boolean" + ], + "type": "string" +} - changed
Input schema / properties / value / descriptionPrevious value: -"Filter to events where the property key equals this value. Must be used together with the \"property\" parameter. Values are strings, max 512 chars."New value: +"Filter to events where the property key equals this value. Must be used together with the \"property\" parameter. Pass the value as a string regardless of underlying type; combine with \"value_type\" for numbers/booleans." - added
Input schema / properties / value_typeAdded value: +{ + "description": "Type of the value being filtered. Defaults to \"string\". Set to \"number\" or \"boolean\" when the property is declared as such in event-schema.yaml — otherwise the lookup hits the wrong column and returns no matches.", + "enum": [ + "string", + "number", + "boolean" + ], + "type": "string" +}
- Changed
funnels.create1 field changed- changed
Input schema / properties / steps / descriptionPrevious value: -"Ordered array of 2-10 funnel steps. Each step: a custom event name (\"signup\"), a pathname-scoped pageview (\"pageview:/pricing\"), or either form with property predicates appended in brackets (\"cta_click[location=hero_primary]\", \"pageview:/pricing[utm_source=google]\"). Stack predicates to AND them: \"cta_click[location=hero_primary][plan=pro]\"."New value: +"Ordered array of 2-10 funnel steps. Each step: a custom event name (\"signup\"), a pathname-scoped pageview (\"pageview:/pricing\"), or either form with property predicates appended in brackets (\"cta_click[location=hero_primary]\", \"pageview:/pricing[utm_source=google]\"). Stack predicates to AND them: \"cta_click[location=hero_primary][plan=pro]\". Predicates default to string matching; append \":n\" for number (\"checkout[items:n=3]\"), \":b\" for boolean (\"purchase[refunded:b=false]\"), or \":s\" to force string when the value looks numeric (\"plan:s=5\")."
1 tool update
- Changed
funnels.create1 field changed- changed
Input schema / properties / steps / descriptionPrevious value: -"Ordered array of 2-10 funnel steps. Each step is either: (1) a custom event name like \"signup\", \"checkout_completed\", or (2) a pageview with path in the format \"pageview:/path\" (e.g. \"pageview:/pricing\", \"pageview:/blog/my-post\"). Example: [\"pageview:/pricing\", \"signup\", \"checkout_completed\"]."New value: +"Ordered array of 2-10 funnel steps. Each step: a custom event name (\"signup\"), a pathname-scoped pageview (\"pageview:/pricing\"), or either form with property predicates appended in brackets (\"cta_click[location=hero_primary]\", \"pageview:/pricing[utm_source=google]\"). Stack predicates to AND them: \"cta_click[location=hero_primary][plan=pro]\"."
15 tool updates
- Added
breakdown - Removed
cities.top - Removed
countries.top - Removed
devices.top - Changed
events.list1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
funnels.get1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
pages.engagement2 fields changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)." - added
Input schema / properties / viewAdded value: +{ + "description": "Detail level. \"summary\" (default) returns pathname/pageviews/visitors only. \"engagement\" adds avg_engagement_seconds and bounce_rate. \"sections\" returns per-section view counts for the pathname (requires pathname).", + "enum": [ + "summary", + "engagement", + "sections" + ], + "type": "string" +}
- Removed
pages.top - Removed
referrers.top - Changed
revenue.sum1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
sessions.paths1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Removed
traffic.breakdown - Changed
traffic.compare1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
traffic.overview1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
- Changed
traffic.timeseries1 field changed- changed
Input schema / properties / referrer_host / descriptionPrevious value: -"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by referrers.top exactly (lowercase, no protocol or path)."New value: +"Filter by referrer hostname (e.g. \"news.ycombinator.com\", \"twitter.com\", \"github.com\"). Use this to see what traffic from a specific source did. Must match the value returned by `breakdown(dimension=\"referrer_host\")` exactly (lowercase, no protocol or path)."
43 tool updates
- Added
alerts.create - Added
alerts.delete - Added
alerts.list - Added
cities.top - Removed
compare_periods - Added
countries.top - Removed
create_alert - Removed
create_funnel - Removed
delete_alert - Added
devices.top - Removed
docs_search - Added
docs.search - Added
events.list - Added
funnels.create - Added
funnels.get - Removed
get_breakdown - Removed
get_cities - Removed
get_countries - Removed
get_current_visitors - Removed
get_devices - Removed
get_events - Removed
get_funnel - Removed
get_overview - Removed
get_page_engagement - Removed
get_revenue - Removed
get_session_paths - Removed
get_timeseries - Removed
get_top_pages - Removed
get_top_referrers - Removed
list_alerts - Removed
list_projects - Added
pages.engagement - Added
pages.top - Added
projects.list - Added
referrers.top - Added
revenue.sum - Removed
search_docs - Added
sessions.paths - Added
traffic.breakdown - Added
traffic.compare - Added
traffic.live - Added
traffic.overview - Added
traffic.timeseries
3 tool updates
- Added
delete_alert - Added
list_alerts - Added
search_docs
3 tool updates
- Added
get_page_engagement - Added
get_revenue - Added
get_session_paths
16 tool updates
- First observed
compare_periods - First observed
create_alert - First observed
create_funnel - First observed
docs_search - First observed
get_breakdown - First observed
get_cities - First observed
get_countries - First observed
get_current_visitors - First observed
get_devices - First observed
get_events - First observed
get_funnel - First observed
get_overview - First observed
get_timeseries - First observed
get_top_pages - First observed
get_top_referrers - First observed
list_projects
Related MCP Servers
- AlicenseAqualityCmaintenanceEnables brand visibility monitoring across major AI platforms like ChatGPT, Claude, Gemini, and Perplexity. It allows users to track visibility scores, analyze competitor data, and receive actionable insights to improve AI-generated brand recommendations.169 npm1MIT
- AlicenseCqualityAmaintenanceCompetitor Monitor AI - MCP server providing AI-powered tools and automation by MEOK AI Labs119 npm49 PyPIMIT
- AlicenseNot gradedqualityBmaintenanceEnables tracking competitor websites, changelogs, blog feeds, and pricing pages with meaningful diffs, classification, and Markdown digests via MCP tools for listing, adding, removing competitors, running checks, and retrieving digests or changes.MIT

industrylens-mcpofficial
AlicenseNot gradedqualityBmaintenanceBrowse IndustryLens's published competitive-intelligence reports and head-to-head competitor comparisons from any AI agent — real, source-backed data.MIT
Glama MCP Gateway
Add one secure layer between your agents and this server.