Best Analytics and Data MCP Servers

Enables querying and analysis of digital signal data from Value Change Dump (VCD) waveforms for applications in digital design, hardware verification, and signal analysis.

Integrates with Kayzen Analytics API to access and analyze marketing campaign data, providing tools for report listing, data fetching with date filtering, and performance optimization insights.

Optuna

Official

Provides automated hyperparameter optimization and analysis using Optuna framework with support for multiple samplers, multi-objective optimization, parameter importance analysis, and interactive visualizations including optimization history and Pareto fronts.

Integrates with geospatial libraries to perform geometric transformations, coordinate system conversions, and spatial analyses using WKT geometry strings for map creation and location-based services.

Alibaba Cloud ADB MySQL

Official

Connects to Alibaba Cloud's Adb MySQL databases for executing SQL queries, analyzing query plans, and retrieving database metadata with minimal configuration requirements

Integrates with NASA APIs to provide real-time astronomical data, space weather information, Earth imagery, and exoplanet research capabilities without requiring technical knowledge of NASA's API structure.

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Statistics Sweden

Remote

Access 1,200+ official Swedish statistics tables covering population, economy, environment, and labor market data

Chronulus AI Forecasting

Official

Integrates with Chronulus AI's forecasting API to enable time series analysis, prediction generation, and visualization of forecasting data through natural language commands.

Integrates with NCBI PubMed to provide literature search, article retrieval, author-based searches, citation formatting in multiple styles, and research trend analysis for academic and bibliographic research workflows.

MotherDuck & DuckDB

Official

Integrates MotherDuck and local DuckDB databases for flexible querying and analysis of structured data in MCP-compatible environments.

ChainFETCH

Official

Provides semantic search and natural language querying of Ethereum blockchain data including addresses, transactions, blocks, tokens, and smart contracts with vector similarity matching and LLM-guided filtering across 150+ searchable parameters.

Extracts structured key-value pairs from unstructured text using a multi-step pipeline that performs language detection, entity recognition, and type validation for applications requiring information extraction from messy sources like emails or receipts.

Vectara

Official

Provides a bridge between conversational interfaces and Vectara's Retrieval-Augmented Generation capabilities, enabling powerful search queries that return both relevant results and generated responses with customizable parameters.

Connects AI systems to Trino/Iceberg databases for SQL execution, data exploration, and table optimization with seamless connection management and catalog navigation.

Integrates with Azure Data Explorer to provide intelligent KQL query execution with natural language translation, schema discovery, and error correction for cybersecurity analytics and threat hunting workflows.

InfraNodus

Official

Find content gaps, get an overview, and build ontology of any text or public discourse for research, SEO, and content creation

Provides access to the OpenGenes database containing aging and longevity research data including experimental lifespan results from genetic interventions, aging-related gene classifications, hallmarks of aging associations, and population genetics longevity studies for researchers analyzing gene-longevity relationships and experimental outcomes.

Integrates with GigAPI Timeseries Lake to execute SQL queries, manage databases and tables, and write time-series data using InfluxDB Line Protocol for analytics and IoT monitoring applications.

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UNHCR Refugee Statistics

Remote

Access UNHCR data on forcibly displaced persons, including population statistics and refugee status determinations

Converts URLs to Markdown, scrapes web content, extracts links, and generates summaries of web pages for efficient content analysis and data extraction.

Provides real-time system monitoring capabilities through psutil, enabling access to CPU usage, memory statistics, disk information, network status, running processes, and system uptime data with cross-platform compatibility and performance optimization.