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Build and test short-form marketing automations from your agent. Nothing it does can post.

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Status
Unhealthy
Uptime
1.9% over 26 days
OAuth
Works in Glama
Last Tested
Transport
Streamable HTTP
URL

TDQS

A4.2/5.0

Scored across 16 tools

Disambiguation5/5

Each tool targets a clearly distinct resource and action: creating vs reading vs running automations, listing supporting resources like brands/connections/formats, and checking spend or analytics. Even the similar create_automation and save_automation_graph are differentiated by creating a new automation versus replacing an existing graph.

Naming Consistency4/5

The naming is overwhelmingly consistent: mutator_<verb>_<noun> in snake_case, with verbs like get, list, create, save, set, and start. The only outlier is mutator_whoami, which is conventional but doesn't follow the verb_noun pattern, hence a minor deviation.

Tool Count4/5

At 16 tools, the server is just above the typical 3-15 sweet spot, but the count feels justified by the distinct areas it covers: automation lifecycle, runs, analytics, spend limits, supported resources, and auth. No tools feel redundant, so it's only slightly heavy.

Completeness3/5

The tool surface supports creating, reading, saving graph edits, scheduling, running, and inspecting automations, plus supporting lookups. However, there is no delete or pause/activate operation for automations, and activation is explicitly left to humans, so lifecycle coverage has noticeable gaps.

Tool Schema Changelog

Recent tool additions, removals, and schema changes observed during successful MCP inspections.

  1. 16 tool updates
    • First observedmutator_create_automation
    • First observedmutator_get_analytics
    • First observedmutator_get_automation
    • First observedmutator_get_run
    • First observedmutator_get_spend_limits
    • First observedmutator_list_approvals
    • First observedmutator_list_automations
    • First observedmutator_list_brands
    • First observedmutator_list_connections
    • First observedmutator_list_formats
    • First observedmutator_list_runs
    • First observedmutator_list_step_types
    • First observedmutator_save_automation_graph
    • First observedmutator_set_schedule
    • First observedmutator_start_run
    • First observedmutator_whoami

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