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Data & Analytics

BigQuery, Snowflake, and data analysis tools

6,926 servers in this category

legion-mcp

80

A versatile Multi-Database MCP server that provides AI-ready access to PostgreSQL, MySQL, SQL Server, and more through unified tools for schema discovery and SQL execution.

10 tools

Excel Data Manager

79

A comprehensive MCP server for managing Excel files, enabling complex data analysis, pivot table generation, and automated visualization creation. It provides tools for reading, writing, and filtering data across multiple formats including XLSX, CSV, and JSON.

10 tools

NASA

79

- Access to a unified gateway of NASA's data sources including but not limited to APOD, NEO, EPIC, GIBS.

5 tools

mcp-gateway

79

MCP OAuth Proxy incl. dynamic client registration (DCR), MCP prompt analytics and MCP firewall to build enterprise grade MCP servers.

AWS Security Inspector

79

A comprehensive security analysis MCP server that enables natural language queries, cross-account discovery, and log analytics across AWS services like GuardDuty, IAM, and S3.

leetcode-mcp-server

79

A comprehensive MCP server that integrates with LeetCode (Global and China) to provide access to coding problems, solutions, user profiles, submission history, and personal note management.

17 tools

mcp-reticle

78

Reticle intercepts, visualizes, and profiles JSON-RPC traffic between your LLM and MCP servers in real-time, with zero latency overhead. Stop debugging blind. Start seeing everything.

CVE-Search

77

A specialized MCP server that integrates with the CVE-Search API to query vulnerability data, including vendor products, specific CVE details, and recent security updates including CAPEC and CWE mappings.

6 tools

Vantage

77

The Vantage MCP Server allows users to query and manage cloud cost data, provider integrations, and cost tagging through natural language interfaces like Claude and Cursor.

Excel Automation

77

MCP (Model Context Protocol) Server. Provides Excel file manipulation capabilities through OpenXLSX, enabling creation, editing, and formatting of spreadsheets with cell operations, worksheet management, styling controls, and range manipulation for automated report generation and data processing workflows.

4 tools

Oxylabs

76

Scrape websites with Oxylabs Web API, supporting dynamic rendering and parsing for structured data extraction.

8 tools

ols4

76

The OLS4 MCP server provides a standardized interface to the Ontology Lookup Service, a repository for biomedical ontologies including EFO, GO, and others. It enables AI models to query ontology classes, properties, and individuals from the EMBL-EBI ecosystem.

Parse-DMARC MCP Server

76

Lightweight DMARC parser: auto-fetch email reports, visualize compliance in a single all-in-one app

mcp-monitor

76

A system monitoring MCP server that provides real-time access to CPU, memory, disk, network, and process metrics. It enables LLMs to analyze system performance and host information through an interactive interface.

6 tools

FHIR

75

A Model Context Protocol server that provides seamless, standardized access to Fast Healthcare Interoperability Resources (FHIR) data from any compatible FHIR server. Designed for easy integration with AI tools, developer workflows, and healthcare applications, it enables natural language and programmatic search, retrieval, and analysis of clinical data.

7 tools

Tinybird

75

A deprecated MCP server for Tinybird analytics, now replaced by an official implementation. It originally aimed to allow querying and analyzing large datasets using Tinybird.

google-cloud-mcp

75

A comprehensive MCP server for interacting with Google Cloud Platform, enabling LLMs to manage billing, analyze errors, query logs, inspect IAM policies, and interact with Spanner databases and Monitoring/Trace telemetry.

38 tools

Vercel API

75

MCP (Model Context Protocol) Server. Integrates with Vercel's platform to manage deployments, DNS records, domains, projects, and environment variables through natural language interactions without navigating the Vercel dashboard or API.

Bankless Onchain

75

Query Onchain data, like ERC20 tokens, transaction history, smart contract state.

8 tools

Universal DB MCP

75

Enables Claude Desktop to interact with MySQL, PostgreSQL, and Redis databases using natural language for data querying and schema analysis. It provides a secure interface with a default read-only mode to prevent unauthorized database modifications.

WordPress AI Integration

75

MCP (Model Context Protocol) Server. Integrates WordPress with AI systems to enable automated content creation, site management, and data analysis for WordPress-based websites.

3 tools

Code Graph RAG

74

A high-performance codebase analysis server that builds a semantic graph of code using Tree-sitter and SQLite vector storage. It supports hybrid search, impact analysis, and multi-language structural traversal for deep codebase understanding.

14 tools

StackOne Connectors (Disco.dev)

74

A comprehensive monorepo of 35+ production-ready MCP connectors for popular SaaS tools like GitHub, Slack, and Notion, optimized for use with AI agents like Claude and Cursor.

Plex Media Server

74

A comprehensive MCP server providing a standardized JSON interface to manage Plex Media Server, covering libraries, metadata, playlists, and server statistics.

Ollama

74

MCP (Model Context Protocol) Server. Bridges Ollama's local large language model runner, enabling low-latency access to the LLM while maintaining data privacy and control.

4 tools

LanceDB

74

MCP (Model Context Protocol) Server. Integrates with LanceDB to enable natural language querying, insertion, and management of vector data for efficient similarity search and semantic analysis.

3 tools

TriageMCP (PE File Analysis)

74

MCP (Model Context Protocol) Server. Integrates with multiple security tools to perform static analysis of PE files, extracting critical information like import tables, metadata, strings, and malware capabilities for rapid triage of suspicious Windows executables.

Nexus MCP for Obsidian

73

Nexus MCP for Obsidian transforms your local vault into an AI-powered workspace, providing a two-tool architecture for efficient file management, semantic search, and long-term memory maintenance via MCP clients.

35 tools

actual-mcp

73

This MCP server integrates Actual Budget with LLMs, enabling natural language analysis of financial data, transaction management, and automated reporting.

22 tools

imessage-query-fastmcp-mcp-server

73

An MCP server providing secure, read-only access to macOS iMessage databases, featuring automated phone number validation and intelligent permission handling for message analysis.

1 tool