measure-sdk

The single shared library of the Measure MCP ecosystem.

Every Measure MCP product (measure-analytics-mcp, measure-paid-media-mcp, …) depends on this package and only this package. It carries the common domain model and infrastructure so the products never duplicate either.

from measure_sdk import AuditFinding, Report, HealthScore, CostEstimate, Severity
from measure_sdk.infra import PermissionPolicy, get_logger
from measure_sdk.mcp import build_server, ServerContext, tool_errors

Two layers

measure_sdk.domain — shared domain model

Canonical, reusable models and enums every MCP consumes instead of redefining:

Group Symbols
Findings & reports AuditFinding (alias Finding), Issue, Recommendation, Report (alias AuditReport)
Health HealthScore, HealthCheck, Grade, compute_health_score, score_from_findings, grade_for
Cost & validation CostEstimate, ValidationResult
Alerts Alert, AlertType, Comparator, Channel, ChannelType, Condition
Execution ExecutionPlan, PlannedChange, ChangeAction
Resources Connection, Entity, Metric, PlatformResource
Enums Severity, Priority, Category

The Health Score is a standard 0-100 measure (from_checks weighted average or from_findings penalty model) so platform health is comparable across MCPs.

measure_sdk.infra — shared infrastructure

Module Responsibility
infra.config Typed settings from env / .env (Pydantic Settings).
infra.logging Structured logging (console or JSON).
infra.errors Exception hierarchy mapped to MCP tool errors.
infra.auth OAuth-first credential resolution (ADC / service account / OAuth) + scopes, session, discovery.
infra.permissions Read-only-by-default policy and write-confirmation gating.
infra.cost_control Reusable cost-guardrail policy and byte humaniser.
infra.audit Append-only audit log of every privileged action.
infra.google Lazily-constructed, cached Google API clients.

Plus measure_sdk.mcp (build_server, ServerContext, tool_errors, and the shared auth tools measure_login / auth_status / auth_doctor every server inherits), measure_sdk.adapters (OpenAI / Gemini ↔ MCP translation) and measure_sdk.cli (the measure login / measure doctor command).

Nothing here ever persists credentials — secrets are resolved at runtime and held only in memory.

Authentication

Users sign in with their own Google account via the installed-app OAuth flow — from inside the assistant (measure_login) or the CLI (measure login). See docs/authentication.md for the full setup (create the OAuth client, consent screen, test users, scaling).

Project links

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Credits

Author: Measure MCP contributors

GitHub Statistics

Data verified by PyPI on Aug 7, 2026
The GitHub source repository was provided by the project maintainers and verified by PyPI at the time of upload. Stars, forks, and open issues/PRs are derived from that repository and have not been independently verified.

License

Apache-2.0

Requires

Python >=3.12

Provides Extra

bigquery dev ga4 gtm

Tags

bigquery ga4 google-marketing-platform mcp measureops model-context-protocol

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