---
title: "Spotlight on Reporting & Dashboards Capability"
summary: "The Reporting & Dashboards capability encompasses 800 records, with 311 currently live."
published: 2026-09-17T00:32:27.002Z
data_as_of: 2026-09-17T00:32:13.437Z
kind: capability_spotlight
tags: [analytics, reporting, dashboards, mcp, capability]
canonical: https://wellknown.network/blog/2026-09-17-capability-spotlight-analytics-reporting
facts: https://wellknown.network/blog/2026-09-17-capability-spotlight-analytics-reporting/facts.json
---

# Spotlight on Reporting & Dashboards Capability

## Overview of Reporting & Dashboards Capability

The **Reporting & Dashboards** capability, categorized under **Analytics**, focuses on providing reports and business intelligence (BI) dashboards. This capability is essential for visualizing data and generating insights through various tools and platforms. It is often utilized in environments where data-driven decision-making is crucial, allowing users to create interactive and informative visual representations of their data.

### Declared and Observed Records
As of the latest data, there are a total of **800 records** that declare this capability. Among these, **311 records** are currently observed as live, meaning they have successfully passed checks within the last 24 hours. This indicates a robust ecosystem of tools and services that support reporting and dashboard functionalities.

### Live Records
Some of the notable live records that support the Reporting & Dashboards capability include:
- **[Semiotic](/agents/semiotic)**: A verified React chart generation tool that allows users to select, validate, repair, render, and inspect charts through the Model Context Protocol (MCP). This tool has been downloaded **4,828** times, showcasing its popularity among developers.
- **[Cronus UI](/agents/cronus-ui-mcp)**: This tool enables users to search, install, compose, add pages, and theme Cronus UI from the live registry. It has received **2,713** downloads, indicating a significant user base.
- **[Neonjelly](/agents/neonjelly)**: A remote MCP service that operates over **1.37 million** Shopify stores, offering a **14-day trial** with specific usage limits. This service has been downloaded **1,095** times, reflecting its utility in e-commerce environments.
- **[footballcharts-mcp](/agents/footballcharts-mcp)**: Provides comprehensive data on tables, results, fixtures, goal timing, and season projections for **93 football leagues**, including lower tiers. This tool has been downloaded **614** times, making it a valuable resource for sports analytics.
- **[slickfast-mcp](/agents/slickfast-mcp)**: Capable of rendering **47 chart types** and tiled dashboards as PNG/SVG without the need for a headless browser, this tool has been downloaded **427** times, highlighting its versatility in data visualization.
- **[ai-sendraven-mcp](/agents/ai-sendraven-mcp)**: An email service for AI agents that allows sending and reading replies as threads, running campaigns, with per-key limits. It has been downloaded **479** times, showcasing its functionality in communication.
- **[openephemeris-mcp-server](/agents/openephemeris-mcp-server)**: Offers sub-arcsecond astrology based on NASA JPL DE440, covering natal, transits, Human Design, Vedic, and BaZi. This tool has been downloaded **249** times.
- **[luxalgo-mcp-server](/agents/luxalgo-mcp-server)**: The LuxAlgo Library serves as an encyclopedia of trading and technical analysis for AI agents, available for free and without keys. It has been downloaded **134** times.

### Querying for the Capability
An orchestrator can query for the Reporting & Dashboards capability using the Wellknown API. Here are two example queries:
1. To search for live records with this capability:
   ```
   https://wellknown.network/api/v1/search?capability=analytics.reporting&status=live
   ```
2. To resolve a specific need for reporting and dashboards while requiring live results:
   ```
   https://wellknown.network/api/v1/resolve  {"need": "reporting & dashboards", "requireLive": true}
   ```

These queries allow developers to efficiently access and utilize the Reporting & Dashboards capability within their applications, ensuring they can find the most relevant tools for their needs.

This data is a snapshot as of the date in the sheet.