Best Analytics and Data MCP Servers

Bridges the CCXT cryptocurrency trading library with natural language interfaces, enabling monitoring, analysis, and trading operations across 100+ exchanges

Kollektiv Document Management

Official Remote

Enables AI to search and analyze user-uploaded documents through Kollektiv's document management system with secure OAuth authentication and natural language querying capabilities.

Integrates with Axiom for executing APL queries and listing datasets, enabling log analysis, anomaly detection, and data-driven decision making.

Windsor

Official Remote

Interpret, explore, and extract insights from the data you’ve already integrated with Windsor.ai.

Provides a direct TypeScript-based interface for interacting with Honeycomb's observability API, enabling developers to query, create, and manage datasets, events, and monitoring resources through natural language interaction.

Integrates with Qlik Sense Enterprise through Repository and Engine APIs to enable querying data models, managing applications and users, extracting table data, and automating reload tasks for business intelligence workflows.

Integrates with the FDA's OpenFDA API to provide access to drug information, safety data, adverse event reports, and manufacturer details through eight specialized search and retrieval tools with robust error handling and NDC format validation.

Integrates with Steam's API to fetch and analyze game reviews and information, enabling customizable queries for player feedback, sentiment tracking, and game details.

Provides Pokemon VGC damage calculation capabilities using the Smogon calc library, computing battle damage ranges, KO probabilities, and detailed combat scenarios for competitive Pokemon analysis and strategy optimization.

DataWorks

Official

Exports Alibaba Cloud DataWorks Open API tools for dynamic project management and data workflow interactions using TypeScript and Zod for robust schema validation.

Integrates with MOCO's time tracking and project management platform to provide conversational access to activities, projects, holidays, presences, and sick days data with vacation planning assistance, productivity insights, and work-life balance analysis.

Integrates with SolarWinds Observability logs, providing tools for searching, visualizing, and analyzing log data with advanced filtering options and customizable time ranges for DevOps and IT operations teams.

Enables access to public government datasets from Socrata-powered portals through a unified tool for searching, querying, and analyzing data like budgets, crime statistics, and transportation information without requiring an API key.

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Nekzus Utility Server

Remote

Utility server implementation providing dynamically registered tools for datetime handling, card operations, and schema conversion through a modular TypeScript architecture with stdio transport compatibility.

IPLocate

Official

Integrates with IPLocate.io API to provide IP address geolocation, network information, privacy detection, and abuse contact data for cybersecurity analysis, fraud prevention, and network administration.

Integrates with The Guardian's Open Platform API to search articles, retrieve full content, browse sections, and perform analytical operations like author profiling and topic trend analysis with 17 specialized tools including Long Read discovery and content timeline analysis.

Hubble AI (Solana)

Official

Provides a bridge to Solana blockchain data through natural language queries, enabling analytics searches, chart generation, and image downloads for visualizing transaction patterns, price movements, and token distributions.

Provides access to the Smithsonian Institution's Open Access collections through their API, enabling search across 3+ million cultural objects from museums like NMNH, NPG, and SAAM with filters for object type, creator, materials, and licensing status, plus detailed object retrieval with metadata, images, and 3D models.

Integrates with the X API v2 to enable post, search, and reply to tweets.

Extracts webpage creation, modification, and publication timestamps from HTML meta tags, HTTP headers, JSON-LD structured data, microdata, OpenGraph, and Twitter cards with confidence scoring and intelligent consolidation for content freshness analysis and temporal metadata extraction.

Enables natural language interaction with Elasticsearch databases for search functionality and index management without requiring complex query syntax or API knowledge.