com.igods/space-monkey
repo:https://github.com/cameronknowlton/spacemonkey
Mailchimp engagement intelligence for AI agents: campaign analytics and audience insights.
- transport:
- remote
- credential class:
- self-provisionable
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- sm_get_accountshallow
Introspect the API key's own account — effective tier, per-service entitlements, current hour/month quota usage and project count. Use it to check headroom or diagnose a 403/429 before retrying.
- sm_get_campaignshallow
Load one campaign's full report — funnel, click-to-open, geography and metadata. Use after you have identified a campaign of interest.
- sm_get_campaign_post_mortemshallow
Produce a full post-mortem of one sent campaign: summary metadata, delivery and performance rates, engagement velocity (time-to-first-open and hourly engagement), audience quality, and per-variant breakdown when the campaign is an A/B test. Combines the detail, velocity, audience-quality and variate views into one report. All metrics come from synced BigQuery tables, so they are only as current as the project last sync run.
- sm_get_insights_advancedshallow
Get deeper audience analytics — engagement distribution, tag and segment summaries, growth baselines and campaign consistency. Use when basic insights cannot explain a change.
- sm_get_insights_basicshallow
Get headline campaign and audience performance for a project, including period-over-period averages and trends. Start here for "how are we doing".
- sm_get_insights_expertshallow
Get expert diagnostics — campaign fatigue, subject-line keywords, send-time heatmap, monthly trend and audience health. Use to explain why performance is moving.
- sm_get_knowledgeshallow
Returns Space Monkey's MCP knowledge documents (analyst preamble, metric guardrails, live OpenAPI schema URL) as tool output for clients that cannot read MCP resources — read this before interpreting any Space Monkey metrics.
- sm_get_membershallow
Load one member's full profile — title, company, tags, clicked URLs, engagement percentile, at-risk state and bot detection. Use for pre-call briefs and to enrich a shortlist.
- sm_get_member_campaignsshallow
List the individual campaigns one member received, opened or clicked. This email-level drill-down is often empty even for highly engaged members, so always keep a fallback.
- sm_get_member_geoshallow
Get the country and region distribution of a project's members. Use for territory, event and travel-planning questions.
- sm_get_member_growthshallow
Get signup cohorts, churn timeline and cohort retention. Use for list-growth and attrition questions.
- sm_get_member_overviewshallow
Get aggregate audience composition for a project — totals plus status, rating, rep and language breakdowns. Use for a quick shape-of-the-list answer.
- sm_get_member_segmentsshallow
Get tags and segments with their engagement and status breakdowns. Use to turn an event or interest tag into a working audience.
- sm_get_member_timelineshallow
Replay one member's raw activity events in time order. Use to establish when someone last paid attention and what triggered it.
- sm_get_promptshallow
Render one Space Monkey prompt workflow with concrete argument values, returning the complete instruction text ready to follow, plus the effective arguments that were bound (provided values plus defaults for omitted optionals). Prompt names and their arguments come from sm_list_prompts. If the rendered text still contains {{tokens}} such as {{projectId}} or {{company}}, a required argument was not provided; call again with it filled. The rendered text references sm_ tools by name; call them as instructed.
- sm_get_schemashallow
Get the Enterprise API's OpenAPI-derived schema catalog. Omitting `operation` returns a compact index of every Enterprise API operation; passing a tool name, full path, or path suffix returns that one operation's full parameters and resolved response schemas. Use before calling an unfamiliar tool to confirm its exact fields.
- sm_get_sync_runshallow
Load one sync run's full detail — per-stage results, progress, lookback window and pending batch count. Use after sm_list_sync_runs to explain why data is stale or a run failed.
- sm_get_variateshallow
Analyse a variate (A/B) campaign — per-variant reports, statistical significance, engagement velocity, audience quality and geo split. Only meaningful for multivariate campaigns.
- sm_list_at_riskshallow
Find previously engaged members whose recent activity has collapsed, for building save lists. Note its engagementScore is a raw decayed score that can be negative, unlike the leaders percentile.
- sm_list_campaign_respondersshallow
List the members who registered a tracked response to one campaign — opened, clicked, bounced or unsubscribed — never the full send list; emailsSent is echoed so the unenumerated majority stays visible as a denominator. Narrow with action (clicked-only is usually a fraction of responders), engagementType, variant, rating or score filters; subscriberHash is the MD5 of the downcased email and joins to member-centric tools. For the campaign's own report use sm_get_campaign, for member-to-campaign history use sm_get_member_campaigns (the inverse view), and for the whole directory use sm_list_members. Results are paginated with an opaque keyset cursor valid for 24 hours and pageSize capped at 100 rows.
- sm_list_campaignsshallow
List a project's campaigns with performance metrics. Use to map a member's lastActivityAt onto a real send, or to find the latest house send by send_time.
- sm_list_leadersshallow
Rank the most engaged members of a project by engagement percentile. Use when you need who is paying attention right now, filtered by rep, tag, rating, status or bot/insider rules.
- sm_list_membersshallow
Browse or search a project's full member directory. Use when you need people by rating, tag, status or free-text search rather than by engagement rank.
- sm_list_projectsshallow
Resolve which Space Monkey projects this API key can read. Call this first when the user names a company rather than a project ID, and match on companyName — never silently mix projects.
- sm_list_promptsshallow
List the Space Monkey prompt workflows: user-invocable recipes that chain sm_ tools into this week's sales actions (build call sheets, strike after a send, save cooling leaders, harvest an event, brief before a call). Each entry lists its arguments and its category. Use sm_get_prompt to render one with concrete argument values, then follow the rendered instructions to run the workflow.
- sm_list_sync_runsshallow
List recent data-pipeline sync runs with status and results. Operational tool for checking data freshness before trusting an analysis.
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