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Data & Analytics

BigQuery, Snowflake, and data analysis tools

6,926 servers in this category

ArangoDB

4

MCP (Model Context Protocol) Server. Integrates ArangoDB databases into workflows, enabling dynamic querying and analysis of document-oriented and graph data via AQL and document retrieval.

4 tools

Readability (Fetch & Parse)

4

MCP (Model Context Protocol) Server. Extracts and transforms webpage content into clean, LLM-optimized Markdown by removing non-essential elements while preserving key metadata.

1 tool

Cyber Sentinel

4

A unified threat intelligence and security analysis server that aggregates data from multiple sources like VirusTotal and Shodan while providing automated code, dependency, and infrastructure security scanning.

7 tools

SQLite

4

MCP (Model Context Protocol) Server. Provides a SQLite-based database backend for efficient data storage and retrieval, leveraging Rust and integrating with mcp-core and mcp-server libraries for embedded systems, desktop applications, or small-scale server deployments.

4 tools

paper-search-mcp

4

A comprehensive MCP server for searching, downloading, and converting academic papers to markdown from platforms like arXiv, Semantic Scholar, PubMed, and RePEc.

23 tools

Shopify

4

MCP (Model Context Protocol) Server. Provides a flexible bridge to Shopify store data, enabling interaction with product, order, and inventory information through GraphQL queries for e-commerce managers and developers

12 tools

wow-api-mcp

4

MCP server for World of Warcraft API data — functions, deprecations, enums, events, widgets. Parses ketho.wow-api VS Code extension annotations.

gw150914-mcp-signal-search

4

🌊 GW150914 MCP Signal Search: AI-powered gravitational wave detection using Model Context Protocol (MCP). Features optimization client, analysis server, and automated parameter exploration for LIGO data.

NFTGo API

4

A bridge to the NFTGo Developer API that provides access to Ethereum NFT collection details, market trends, asset metadata, and wallet activity data.

btp-sap-odata-to-mcp-server-optimized

Needs Setup
4

An enterprise-grade MCP server that bridges SAP OData services with AI capabilities, featuring modular authentication and native SAP BTP Cloud Foundry integration.

5 tools

System Monitor

4

A Go-based MCP server providing real-time system diagnostics including CPU, memory, processes, network, and disk metrics to AI assistants.

6 tools

ebird-mcp-server

4

A Model Context Protocol (MCP) server for the eBird API, allowing Claude and other AI assistants to access bird observation data, hotspots, and taxonomy information. Easy integration with Claude Desktop.

10 tools

Macrostrat

4

An MCP server that integrates the Macrostrat API, allowing AI assistants to query comprehensive earth science data including geologic units, minerals, and regional geological histories.

1 tool

NASA Image MCP Server

4

MCP server providing access to NASA's visual data APIs including Mars Rover photos, Earth satellite imagery (EPIC/GIBS), and Astronomy picture of the day. Features built-in image analysis tools with automatic format detection, compression, and base64 conversion for LLM integration.

7 tools

graphql-mcp-bridge

4

A bridge implementation connecting GraphQL APIs with the Model Context Protocol (MCP), enabling seamless integration between GraphQL services and MCP-compatible AI systems. This tool facilitates data exchange and API communication by translating GraphQL operations into MCP-compatible formats.

RAG

4

A low-latency Retrieval-Augmented Generation (RAG) server that provides semantic document search and AI-powered summarization using ChromaDB and OpenAI-compatible embeddings.

1 tool

PrusaMCP

4

An intelligent 3D printing assistant that enables users to analyze meshes, generate optimal print profiles, and automate PrusaSlicer operations through an MCP client. It provides a comprehensive suite of tools for geometric analysis, printability checks, filament recommendations, and post-print diagnostics.

MOCO

4

A comprehensive MCP server for MOCO that enables employee-level access to time tracking, project management, and leave data with secondary AI-driven analysis features.

7 tools

reddit-mcp-server

Validated
4

An MCP server that enables AI agents to search Reddit and find potential leads by leveraging high-performance Apify cloud scrapers.

2 tools

Verodat

4

Interact with Verodat AI Ready Data platform

10 tools

API Tester

4

A comprehensive QA tool that ingests OpenAPI, Postman, or GraphQL specs to auto-generate and execute API and load tests in multiple languages including TypeScript/Playwright and Python/pytest.

11 tools

alibabacloud-polardbx-mcp-server

4

A Model Context Protocol server that enables AI agents to interact with Alibaba Cloud PolarDB-X databases through SQL execution and schema inspection.

3 tools

Program Integrity Alliance (PIA)

4

Local and Hosted MCP servers providing AI-friendly access to U.S. Government Open Datasets. Also available on Docker MCP Catalog. See our website for more details.

13 tools

mcp-server-fear-greed

Validated
4

A Model Context Protocol server that provides real-time CNN Fear & Greed Index data and U.S. stock market sentiment indicators for AI agents.

1 tool

Databricks

4

The Databricks MCP server enables AI models to interact with Databricks workspaces by listing catalogs, schemas, and tables, as well as executing SQL queries directly on warehouses.

5 tools

Gemini with Web Search

4

MCP (Model Context Protocol) Server. Integrates Google's Gemini model with real-time web search and YouTube data to enhance AI responses with up-to-date information from the internet.

4 tools

SingleStore

4

MCP (Model Context Protocol) Server. Integrates with SingleStore databases to enable efficient querying and data operations for large-scale, real-time analytics applications.

8 tools

App Store Connect

Needs Setup
4

This MCP server provides an interface to the Apple Store Connect API, allowing users to manage app metadata, TestFlight builds, and track sales and analytics via automated tools.

LAMMPS

4

This MCP server integrates with the LAMMPS molecular dynamics engine to automate simulation setup, execution, and analysis using natural language. It features specialized support for organic molecules, SMILES processing, and GAFF force field configuration.

hKG Ontologizer

4

A specialized MCP server that transforms large-scale text and web content into structured knowledge graphs with real-time SVG visualization and persistent storage in Neo4j and Qdrant databases.