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Data & Analytics

BigQuery, Snowflake, and data analysis tools

6,926 servers in this category

DB-Mcp

2

A secure database access service for LLMs supporting SQLite, PostgreSQL, MySQL, and MariaDB with query verification and audit logging.

4 tools

MCP Oracle Server

2

A Node.js MCP server providing secure, read-only access to Oracle databases for executing SELECT queries and exploring schema structures.

3 tools

DB Bridge

2

A robust SQL database bridge for MySQL, PostgreSQL, and SQLite that emphasizes security with granular schema-level permissions and cloud-ready SSL/TLS support.

Azure Assistant

2

A specialized MCP server that converts natural language into Azure Resource Graph KQL queries for multi-tenant cloud inventory and compliance management. It features automatic subscription discovery, management group scoping, and template-based query execution.

9 tools

Google Sheets Analytics

2

A powerful MCP server that syncs Google Sheets to a local SQLite database, allowing for performance-optimized SQL queries, cross-sheet analysis, and natural language data exploration.

5 tools

mcp-neo4j-graphrag

2

A Neo4j GraphRAG server that enables semantic vector search, fulltext keyword search, and hybrid Cypher queries using various embedding providers via LiteLLM.

5 tools

cyntrisec

2

A local-first AWS security tool that uses graph theory to discover attack paths (e.g., Internet → Role → DB) and prioritize remediations. It allows agents to perform read-only security audits and generate Terraform fixes without data exfiltration.

ADS-B Exchange

2

MCP (Model Context Protocol) Server. Provides real-time aircraft tracking data through the ADS-B Exchange API with tools for geographic aircraft search, individual aircraft lookup, military aircraft filtering, and aircraft type enumeration for aviation monitoring and flight analysis applications.

4 tools

hithereiamaliff-mcp-datagovmy

2

A comprehensive MCP server providing access to Malaysian government open data, spanning the national Data Catalogue, DOSM statistics, real-time weather alerts, and GTFS public transport data.

19 tools

Hive

2

MCP (Model Context Protocol) Server. Integrates with the Hive blockchain to enable querying data, posting content, and managing accounts for content creation, social media automation, and blockchain analysis tasks.

17 tools

obsidian-ts-mcp

2

A Model Context Protocol server that wraps the official Obsidian CLI to allow AI agents to read, write, search, and manage notes within an Obsidian vault. It provides 16 specialized tools for comprehensive vault interaction, including note management, task tracking, and metadata manipulation.

Acumatica (CData)

2

A read-only MCP server that enables LLMs to query Acumatica ERP data using SQL commands via the CData JDBC driver, returning results in CSV format.

3 tools

Firecrawl

2

MCP (Model Context Protocol) Server. Integrates with the Firecrawl API to enable web scraping and intelligent content searching for extracting structured data and performing customizable searches.

4 tools

Upbit

2

A comprehensive MCP server for Upbit cryptocurrency exchange that provides tools for fetching real-time market tickers, orderbooks, and trades, alongside secure private features for account management and automated trading.

19 tools

PostgreSQL Database Explorer

2

MCP (Model Context Protocol) Server. Enables AI systems to query and explore PostgreSQL databases with tools for schema exploration, data searching, and executing safe SQL queries

3 tools

Excel Analyser MCP

2

A robust MCP server for analyzing Excel, CSV, and large JSON files using streaming and chunked processing to ensure low memory usage even with gigabyte-sized datasets.

5 tools

ShotGrid

2

A comprehensive Rust-based MCP server for Autodesk ShotGrid (Flow Production Tracking), enabling LLMs to perform CRUD operations, time tracking, schema introspection, and complex data summarization for production pipelines.

14 tools

mcp-quick-sqlite3

2

A Node.js-based MCP server that enables AI assistants to manage and query SQLite databases through tools for schema inspection and SQL command execution.

6 tools

HubSpot

2

MCP (Model Context Protocol) Server. Integrates with HubSpot CRM to enable secure access to contact information, company records, deal data, and task management with customizable data access through Private App scopes.

arjunkmrm-lta-mcp

2

An MCP server providing real-time transportation data for Singapore via the LTA DataMall API, covering bus arrivals, train alerts, station crowding, traffic incidents, and carpark availability.

7 tools

Cyber

2

Integrates Cyber network capabilities with AI agents to create cyberlinks, search the decentralized knowledge graph, and retrieve content from IPFS for censorship-resistant applications.

3 tools

testdino-mcp

Failed
2

A specialized MCP server that integrates the TestDino test management platform with AI agents, allowing users to query test results, debug failures, and manage manual test cases through natural language.

12 tools

Math MCP Learning

2

An educational MCP server offering a comprehensive suite of tools for mathematical expressions, statistical analysis, matrix operations, and data visualization with a persistent workspace.

17 tools

mcp

Needs Setup
2

A powerful MCP server that enables AI agents to scrape any website, bypass anti-bot protections, and extract structured data or screenshots using the Scrapfly infrastructure.

5 tools

MCP Search Server

2

A comprehensive MCP server providing 27 modular tools for web search, academic research, Wikipedia interaction, and local file management without requiring API keys. It features unique tool discovery meta-tools and advanced analysis capabilities like Bayesian source credibility scoring.

27 tools

harvest-mcp

2

A comprehensive MCP server for Harvest that enables AI assistants to manage time entries, track project budgets, analyze profitability, and generate team utilization reports through natural language.

21 tools

gx-mcp-server

2

Expose Great Expectations data validation and quality checks as MCP tools for AI agents.

1 tool

Figma Local Bridge

2

A local bridge MCP server that connects Claude to Figma via a plugin and WebSocket, enabling real-time design data access, node inspections, and exports without API rate limits.

8 tools

mcp-proto-okn

2

An MCP server providing seamless access to Proto-OKN and FRINK-hosted scientific knowledge graphs through natural language queries converted to SPARQL.

SerpApi MCP Server

2

A comprehensive MCP server suite that integrates SerpApi and YouTube to provide AI assistants with real-time access to Google Search, News, Scholar, Maps, Finance, and YouTube transcripts.

10 tools