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agency-reporting-copilot-mcp

agency-reporting-copilot-mcp MCP server delivers AI copilot functionality for agency reporting tasks. It processes agency data to generate reports, extract insights from campaign metrics, and format client deliverables via API calls. Marketing agency analysts and account managers use it to handle performance reporting without manual tools.

reporting
analytics
copilot
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Overview

The agency-reporting-copilot-mcp is an MCP server that implements an AI copilot specialized for reporting in marketing and advertising agencies. It enables LLMs to interact with agency data sources, automating the compilation and analysis of reports on campaign performance, client metrics, and operational KPIs.

Key Capabilities

The server focuses on reporting assistance with capabilities inferred from its design:

  • generate_report: Compiles data into structured reports, supporting filters for time periods, campaigns, or clients.
  • analyze_metrics: Runs statistical analysis on KPIs like ROI, CTR, and conversion rates to highlight trends.
  • format_export: Converts reports to PDF, CSV, or dashboard views for client sharing.
  • query_data: Retrieves raw agency data from integrated sources for custom reporting.

Use Cases

  • Weekly Campaign Summary: An analyst uses generate_report and analyze_metrics to pull ad platform data and produce a client-facing summary with key insights.
  • ROI Analysis: Account managers invoke analyze_metrics on spend data to identify underperforming channels and suggest optimizations.
  • Client Deck Automation: Teams apply format_export to turn analysis into branded PowerPoint exports for meetings.
  • Ad Hoc Queries: Quick data pulls via query_data for internal reviews or compliance reporting.

Who This Is For

Target users include marketing agency data analysts, performance specialists, account managers, and operations teams managing high-volume client reports. It suits environments with fragmented data from tools like Google Ads, Facebook Ads, or CRM systems.

PlaygroundUpdated Apr 8, 2026