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Data & Analytics

BigQuery, Snowflake, and data analysis tools

2,598 servers in this category

reddit-mcp-buddy

Needs Setup
340

A robust Reddit browser for AI assistants that allows searching, subreddit browsing, and user analysis without requiring complex API registration. Features a three-tier authentication system for optimized rate limits and LLM-ready clean data responses.

5 tools

db-mcp-server

335

A multi-database MCP server that dynamically generates specialized tools for MySQL, PostgreSQL, SQLite, and TimescaleDB, allowing AI assistants to perform complex queries, schema analysis, and transaction management.

13 tools

MemoryMesh

326

MCP (Model Context Protocol) Server. Store and query structured data in local knowledge graphs.

9 tools

BloodHound

325

This MCP server integrates BloodHound with AI models to analyze Active Directory and Azure environments using natural language, leveraging over 75 specialized tools based on Cypher queries.

CodeGraphContext

321

A code intelligence server that indexes local codebases into graph databases (Neo4j or FalkorDB) to perform deep analysis of function call chains, class hierarchies, and code complexity.

16 tools

Skillz

310

Skillz converts local Claude-style skills (SKILL.md and scripts) into callable tools and resources for any MCP client, supporting directory-based discovery and sandboxed execution.

WireMCP (Wireshark)

308

WireMCP integrates Wireshark's tshark utility with LLMs to provide real-time network traffic analysis, threat detection, and protocol statistics. It enables automated packet capture, PCAP file analysis, and credential extraction for security diagnostics and forensic investigation.

7 tools

mcp-server

Needs Setup
300

The Mapbox MCP Server provides a comprehensive suite of location intelligence tools including geocoding, multi-modal routing, POI search, and isochrone generation for AI agents. It enables geospatial reasoning and visualization through both direct API integration and interactive MCP-UI components.

9 tools

AkTools MCP Server

299

A comprehensive MCP server based on AkShare that provides real-time and historical data for stocks (A-shares, HK, US) and cryptocurrencies, including financial indicators, market sentiment, and news.

18 tools

Investor Agent (Financial Analysis)

298

A robust financial analysis MCP server that provides real-time market movers, fundamental ticker data, options chains, and technical indicators alongside market sentiment metrics from CNN and Google Trends.

13 tools

Open Deep Research

295

An AI research assistant that performs iterative, deep-dive investigations by combining search engines, web scraping, and multi-model support to generate comprehensive markdown reports.

1 tool

tradingview-mcp

293

A comprehensive Model Context Protocol server that integrates TradingView data to provide real-time market screening and technical analysis for cryptocurrencies and stocks. It features proprietary Bollinger Band rating systems and advanced candlestick pattern recognition across multiple exchanges.

7 tools

mcp-server-code-execution-mode

292

A breakthrough bridge that implements Anthropic's 'Code Execution' pattern, allowing agents to interact with hundreds of tools via a single Python sandbox to drastically reduce token context bloat.

1 tool

QueryWeaver

292

QueryWeaver is a Text2SQL engine that uses graph-powered schema understanding to convert natural language into SQL queries and execute them against relational databases.

4 tools

maverick-mcp

291

A professional-grade financial analysis MCP server providing technical indicators, portfolio optimization, AI-powered research agents, and backtesting tools for individual investors.

30 tools

AWS

287

MCP (Model Context Protocol) Server. Bridges AWS services with the AWS SDK v2, enabling secure access and management of AWS resources for cloud infrastructure and data processing tasks.

mysql_mcp_server_pro

286

A professional MySQL MCP server that provides comprehensive database management including CRUD operations, anomaly analysis, SQL optimization, and health monitoring.

10 tools

Everything Search

284

A cross-platform file search server that integrates with Windows Everything SDK, macOS Spotlight, and Linux locate command for ultra-fast filename and metadata retrieval.

1 tool

Microsoft SQL Server (MSSQL)

284

A Model Context Protocol server that enables secure integration with Microsoft SQL Server, allowing for database management, table listing, and SQL query execution through Claude Desktop.

PostgreSQL with GitHub OAuth

281

A robust PostgreSQL database connector for MCP that features GitHub OAuth authentication and granular role-based access control, allowing read access for all users while restricting write operations to authorized GitHub accounts.

4 tools

mcp-database-server

280

A versatile MCP server providing direct database management and query capabilities for SQLite, SQL Server, PostgreSQL, and MySQL, including AWS RDS with IAM authentication.

10 tools

FileScope

273

A codebase analysis server that identifies critical files through dependency mapping and importance scoring, offering visualization via Mermaid diagrams and persistent file summaries.

15 tools

mcp-mongo-server

Needs Setup
272

A Model Context Protocol server that enables LLMs to interact with MongoDB databases, supporting schema inspection, smart ObjectId handling, and both read/write operations.

7 tools

Telegram-Client

260

A Telegram API bridge that manages user data, dialogs, messages, drafts, read status, and more for seamless interactions.

5 tools

reddit-mcp

252

A robust Reddit MCP server allowing AI assistants to analyze users, search subreddits, track trending content, and perform authenticated actions like posting and replying.

13 tools

Google Drive & Sheets

249

An MCP server that enables interaction with Google Drive and Sheets, allowing users to search, read files, and manipulate spreadsheet data through defined API tools.

4 tools

Claude Skills

248

A semantic search and retrieval server that enables AI models to discover and load specialized coding skills (bioinformatics, cheminformatics, and more) using vector similarity and Anthropic's Agent Skills framework.

3 tools

App Store Connect

246

A comprehensive MCP server for managing the Apple App Store Connect ecosystem, including app metadata, beta testing via TestFlight, device registration, and detailed sales or analytics reporting through AI-driven commands.

27 tools

Apache Doris

243

MCP Server For Apache Doris, an MPP-based real-time data warehouse.

25 tools

mcp

241

A specialized MCP server for Salesforce development that enables LLMs to perform org management, metadata deployment, SOQL queries, and advanced Aura-to-LWC migrations. It leverages modular toolsets for code analysis, mobile development, and testing within the Salesforce DX ecosystem.

58 tools