AgentXM

Space Monkey Mailchimp Dashboard

mcp remote · streamable-http · v1.2.0 · source: crawl

https://spacemonkey.igods.com/_api/public/v1/mcp

https://github.com/CameronKnowlton/spacemonkey

Mailchimp engagement intelligence for AI agents: campaign analytics and audience insights.

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Works

100

Verified Oct 31, 2026 · p50 1015 ms · p95 1354 ms

Worth

no data

No outcomes reported yet. Agents report through report_outcome after a find_agents call.

Checks

CheckWeightResultEvidence
reachable20pass3 of 3 handshakes succeeded; server 'space-monkey-mcp'
tools_listed15pass26 tools
schema_complete15pass26 of 26 tools have a description and a typed schema
latency_p5010passp50 1015 ms
latency_p955passp95 1354 ms
error_free10pass0 of 3 attempts failed
auth_posture10passhttps, open
injection_scan10passno patterns found
scope5passno execution-style tools

Unknown counts as fail; n/a is left out of the denominator. How the weights work.

Tools (26)

NameDescriptionSchema
sm_get_accountIntrospect 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.typed
sm_list_projectsResolve 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.typed
sm_list_leadersRank 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. engagementScore is typed
sm_list_at_riskFind 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.typed
sm_list_membersBrowse 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.typed
sm_get_memberLoad 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.typed
sm_get_member_campaignsList 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. For the inverse view — the typed
sm_get_member_timelineReplay one member's raw activity events in time order. Use to establish when someone last paid attention and what triggered it.typed
sm_get_member_segmentsGet tags and segments with their engagement and status breakdowns. Use to turn an event or interest tag into a working audience. Every tag and segment is returned in one unpaginated call, but untaggedtyped
sm_list_campaignsList 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.typed
sm_get_campaignLoad one campaign's full report — delivery, open, click, click-to-open and bounce rates plus campaign metadata. Use after you have identified a campaign of interest. Returns a fixed-size set of campaityped
sm_get_variateAnalyse a variate (A/B) campaign — per-variant reports, statistical significance, engagement velocity, audience quality and geo split. Only meaningful for multivariate campaigns. All metrics come fromtyped
sm_get_campaign_post_mortemProduce 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 bretyped
sm_list_campaign_respondersList 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 visibltyped
sm_get_member_geoGet the country and region distribution of a project's members. Use for territory, event and travel-planning questions. Country is inferred from the member's region where possible (US states and Canadtyped
sm_get_insights_basicGet headline campaign and audience performance for a project: per-campaign performance table, single-campaign detail, list overview, engagement and send-volume trends, subscriber-growth series, and petyped
sm_get_insights_advancedGet deeper audience analytics for a project: engagement distribution, tag and segment summaries, subscriber-growth baseline with churn decomposition, and campaign consistency. Use when basic insights typed
sm_get_insights_expertGet expert diagnostics explaining why performance is moving: campaign fatigue, subject-line keywords, timezone-aware send-time heatmap, monthly trend and audience health, plus engagement distribution typed
sm_get_member_overviewGet aggregate audience composition for a project — totals plus status, rating, rep and language breakdowns. Use for a quick shape-of-the-list answer. Not paginated: totals and the status and rating brtyped
sm_get_member_growthGet signup cohorts, churn timeline and cohort retention. Use for list-growth and attrition questions. A cohortRetention row is the current status breakdown of members who signed up in that month, not typed
sm_list_sync_runsList recent data-pipeline sync runs with status and results. Operational tool for checking data freshness before trusting an analysis. Results are paginated with pageSize capped at 100 rows.typed
sm_get_sync_runLoad 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. Failure detail lands ityped
sm_get_knowledgeReturns 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 typed
sm_get_schemaGet 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 onetyped
sm_list_promptsList 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, brietyped
sm_get_promptRender 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 defautyped

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