Data & Analytics

A python SDK for MCPcat that provides analytics, user session tracking, and telemetry forwarding for MCP servers to platforms like Datadog, Sentry, and OpenTelemetry.

A comprehensive MCP server for interacting with Elastic Kibana, enabling natural language control over saved objects, API execution, and system status monitoring.

Metoro MCP server enables interaction with Kubernetes environments monitored by the Metoro observability platform, allowing users to query telemetry and cluster state via LLMs.

A robust MCP server for Databricks that enables assistants to manage clusters, jobs, and notebooks, perform DBFS file operations, and execute SQL queries using Unity Catalog.

A specialized MCP server for web accessibility testing that leverages axe-core and Puppeteer to audit URLs and HTML snippets for WCAG compliance. It provides detailed violation reports, color contrast analysis, and ARIA validation to help developers ensure their web content is accessible.

A specialized MCP server and ingest service that provides real-time access to Slack message history and conversational context using TimescaleDB.

A robust MCP server for comprehensive Excel file management, allowing users to read, write, and analyze spreadsheet structures while optimizing performance with automatic caching.

MCP (Model Context Protocol) Server. Integrates with Zerodha trading platform to enable authentication, portfolio management, order placement, market data retrieval, and SIP setup for automated trading workflows.

MCP (Model Context Protocol) Server. Access real-time cryptocurrency data from CoinMarketCap.

A specialized MCP server that integrates Flightradar24 data into Claude, enabling real-time flight tracking, airport status monitoring, and emergency flight detection.

MCP (Model Context Protocol) Server. Provides Xcode and Swift project management with lifecycle tracking, task management, technology stack detection, analytics including activity heat maps and health scoring, plus security validation and Swift/SwiftUI knowledge base for iOS/macOS development workflows.

MCP (Model Context Protocol) Server. Integrates with Supabase to enable database operations, file storage, and user authentication for scalable, real-time applications.

A secure Model Context Protocol server that enables LLMs to execute Python code locally using Hugging Face's smolagents framework, providing isolation without requiring Docker or VMs.

A Data Mesh interface for AI agents to discover, request access to, and query governed data products across platforms like Snowflake, Databricks, and BigQuery using Data Mesh Manager.

A Model Context Protocol server for Atlassian Jira Data Center that enables AI assistants to search, view, and create issues via standardized API interactions.

A Model Context Protocol server for Firebird SQL databases that enables secure querying, schema analysis, and database management through natural language interfaces like Claude.

A comprehensive open-source knowledge hub and directory for the AI ecosystem, featuring over 2 million indexed apps, agents, LLMs, and daily news updates.

The official U.S. Census Bureau MCP server provides AI assistants with access to comprehensive demographic and economic statistics via the Census Data API and a local geography database.

A robust MCP server leveraging Yahoo Finance to provide real-time stock data, advanced technical indicators (RSI, MACD, ATR), and comprehensive trend analysis for financial monitoring and AI-driven stock research.

A robust web scraping MCP server that provides AI agents with real-time web data through JavaScript rendering, anti-bot protection, and structured output formats like Markdown and screenshots.

A professional-grade MCP server for seamless PubMed integration, allowing AI agents to search, fetch metadata, analyze citation networks, and visualize biomedical literature data through the NCBI E-utilities API.

A Model Context Protocol server for the Yuque knowledge base, enabling AI models to perform document CRUD operations, full-text searches, and access team analytics/statistics.

A comprehensive MCP server that enables natural language management of Apache Airflow clusters, supporting both API v1 (2.x) and API v2 (3.0+). It translates conversational queries into precise operations for DAG management, task monitoring, configuration control, and asset tracking.

A TypeScript-based MCP server that enables seamless interaction with ArangoDB, supporting AQL queries, document CRUD operations, and collection management through Model Context Protocol.

MCP (Model Context Protocol) Server. Integrates with Salesforce's REST API to enable querying, metadata retrieval, and CRUD operations on Salesforce data for tasks like customer analysis and CRM automation.

A robust Canvas LMS integration providing over 40 tools for students and educators, featuring FERPA-compliant anonymization and a TypeScript execution environment for high-efficiency bulk operations.

A lightweight MCP server that provides AI assistants with real-time web browsing capabilities, allowing them to extract structured content and metadata from URLs using CSS selectors.

MCP (Model Context Protocol) Server. Integrates with Ledger CLI to enable natural language queries for financial data analysis, report generation, and budget tracking through nine structured tools that map directly to Ledger commands.

MCP (Model Context Protocol) Server. Integration with Snowflake databases, enabling execution of SQL queries and analysis of enterprise data.

An official Model Context Protocol server that exposes Buildkite's CI/CD data, including pipelines, builds, jobs, and test results, to AI-powered development tools.