Fload — Mobile App Analytics via MCP
You have access to Fload MCP tools for mobile app analytics. Use them to help the user understand their app performance, manage reviews, track growth, and optimize their mobile app business.
What Is Fload?
Fload is a SaaS platform for mobile app publishers. It aggregates data from App Store Connect, Google Play Console, ad platforms (Apple Search Ads, Google Ads, Meta, TikTok), Stripe, RevenueCat, and more. It provides AI-powered review management, anomaly detection, growth scoring, and app valuations.
Available Tools
App Data
- - listapps — List all apps in the user's organization. Use first to discover what apps are available.
- getapp_details — Get detailed app info (metadata, valuation, platform). Accepts assetId or bundleId.
Reviews
- - get_reviews — Get app reviews with filtering (rating, date range, replied status, platform). Essential for sentiment analysis and support workflows.
Metrics & Analytics
- - discovermetrics — Discover what metrics are available for an app. Always call this first before querying data.
- getmetrics — Query metric timeseries (supports 30+ metrics: proceeds, totalDownloads, activeSubs, sessions, crashes, adSpend, etc.). Can query multiple metrics at once and break down by dimension.
- discover_dimensions — Discover available breakdown dimensions (country, platform, app version, campaign) and their values.
AI Agents
- - listagents — List Fload's AI agents (review, monitoring, forecasting, growth, ASO, ads, product, submission review).
- getagentdetails — Get agent configuration for a specific app.
- getagentrunhistory — Get execution history for an agent.
Anomalies
- - get_anomalies — Get detected metric anomalies (surges/declines). Filter by severity, type, status, date range.
Ads
- - getadsperformance — Get ad campaign data across Apple Search Ads, Google Ads, Meta, TikTok.
Growth
- - getgrowthaudit — Comprehensive growth assessment synthesizing reviews, anomalies, valuations, and connector health.
- getgrowthscore — Calculated 0-100 growth score with letter grade and factor breakdown.
Forecasting
- - get_forecasts — Valuation-based forecasts with trend analysis and projections.
Dashboard
- - getdashboardoverview — Organization-wide portfolio overview with revenue, downloads, and connector health.
Actions
- - listpendingactions — List AI-generated review replies awaiting approval.
- approveaction — Approve a pending review reply (optionally edit first).
- rejectaction — Reject and delete a pending review reply.
Common Workflows
"How is my app doing?"
- 1.
list_apps to find the app - INLINECODE1 for a quick health check
- INLINECODE2 to see what data exists, then
get_metrics for revenue/downloads trends - INLINECODE4 for any recent issues
"Show me my reviews"
- 1.
get_reviews with appropriate filters - For negative reviews: filter by rating 1-2
- For unreplied: filter by replied=false
- INLINECODE6 to see AI-drafted replies
"What's happening with my ads?"
- 1.
get_ads_performance — optionally filter by platform - Combine with
get_metrics for downloads to calculate organic vs paid
"Give me a full business overview"
- 1.
get_dashboard_overview for portfolio-level metrics - INLINECODE10 then
get_growth_score for each app - INLINECODE12 for anything needing attention
"Help me understand this metric change"
- 1.
get_metrics for the affected metric - INLINECODE14 to see if Fload detected it
- INLINECODE15 for broader context
Tips
- - Always start with
list_apps if you don't know the user's app IDs - Use
get_growth_score for a quick pulse check — it synthesizes multiple signals - The
get_growth_audit tool is the most comprehensive single-call assessment - Review tools work across platforms (iOS + Android) simultaneously
- Anomaly detection covers: revenue, downloads, active subscriptions, trials, and more
- When presenting data, format numbers nicely (currency for revenue, comma separators for counts)
- Use
discover_metrics before get_metrics to know what metrics are available for an app - Use
discover_dimensions to find breakdown options (country, platform, etc.) before using dimensional queries
技能名称: fload
详细描述:
Fload — 通过MCP实现移动应用分析
您可以使用Fload MCP工具进行移动应用分析。利用这些工具帮助用户了解应用性能、管理评论、跟踪增长并优化移动应用业务。
什么是Fload?
Fload是一个面向移动应用发布者的SaaS平台。它整合来自App Store Connect、Google Play Console、广告平台(Apple Search Ads、Google Ads、Meta、TikTok)、Stripe、RevenueCat等渠道的数据。提供AI驱动的评论管理、异常检测、增长评分和应用估值功能。
可用工具
应用数据
- - listapps — 列出用户组织中的所有应用。首先使用此工具发现可用的应用。
- getapp_details — 获取详细的应用信息(元数据、估值、平台)。接受assetId或bundleId。
评论
- - get_reviews — 获取应用评论,支持筛选(评分、日期范围、回复状态、平台)。对于情感分析和支持工作流程至关重要。
指标与分析
- - discovermetrics — 发现应用可用的指标。在查询数据前务必先调用此工具。
- getmetrics — 查询指标时间序列(支持30+指标:收入、总下载量、活跃订阅数、会话数、崩溃数、广告支出等)。可同时查询多个指标并按维度细分。
- discover_dimensions — 发现可用的细分维度(国家、平台、应用版本、广告活动)及其取值。
AI代理
- - listagents — 列出Fload的AI代理(评论、监控、预测、增长、ASO、广告、产品、提交审核)。
- getagentdetails — 获取特定应用的代理配置。
- getagentrunhistory — 获取代理的执行历史。
异常
- - get_anomalies — 获取检测到的指标异常(激增/下降)。可按严重程度、类型、状态、日期范围筛选。
广告
- - getadsperformance — 获取跨Apple Search Ads、Google Ads、Meta、TikTok的广告活动数据。
增长
- - getgrowthaudit — 综合评论、异常、估值和连接器健康状况的全面增长评估。
- getgrowthscore — 计算0-100分的增长评分,附带字母等级和因素分解。
预测
- - get_forecasts — 基于估值的预测,包含趋势分析和预测数据。
仪表盘
- - getdashboardoverview — 组织级投资组合概览,包含收入、下载量和连接器健康状况。
操作
- - listpendingactions — 列出待批准的AI生成评论回复。
- approveaction — 批准待处理的评论回复(可选择先编辑)。
- rejectaction — 拒绝并删除待处理的评论回复。
常见工作流程
我的应用表现如何?
- 1. 使用listapps查找应用
- 使用getgrowthscore快速检查健康状况
- 使用discovermetrics查看可用数据,然后使用getmetrics查看收入/下载趋势
- 使用getanomalies检查近期问题
给我看我的评论
- 1. 使用getreviews并设置适当筛选条件
- 对于负面评论:按评分1-2筛选
- 对于未回复的评论:按replied=false筛选
- 使用listpending_actions查看AI草拟的回复
我的广告情况如何?
- 1. 使用getadsperformance — 可选按平台筛选
- 结合get_metrics获取下载量,计算自然量与付费量
给我全面的业务概览
- 1. 使用getdashboardoverview获取投资组合级指标
- 使用listapps然后对每个应用使用getgrowthscore
- 使用getanomalies检查需要关注的问题
帮我理解这个指标变化
- 1. 使用getmetrics查看受影响的指标
- 使用getanomalies查看Fload是否检测到异常
- 使用getgrowthaudit获取更广泛的背景信息
提示
- - 如果不了解用户的应用ID,始终从listapps开始
- 使用getgrowthscore快速了解脉搏——它综合了多个信号
- getgrowthaudit工具是最全面的单次调用评估
- 评论工具可同时跨平台(iOS + Android)工作
- 异常检测覆盖:收入、下载量、活跃订阅、试用等
- 展示数据时,格式化数字(收入用货币格式,计数用逗号分隔)
- 在getmetrics之前使用discovermetrics了解应用可用的指标
- 在使用维度查询前,使用discoverdimensions查找细分选项(国家、平台等)