Data & Analytics
BigQuery, Snowflake, and data analysis tools
2,598 servers in this category
Netdata
Netdata is a real-time infrastructure monitoring platform that provides per-second visibility into systems, containers, and applications using high-performance metrics collection and local ML anomaly detection.
Fetch
A web content fetching and conversion server that retrieves website data and transforms it into LLM-friendly markdown for analysis.
Browser Use
An MCP server that enables LLMs and agents to perform real-time web browsing, data extraction, and browser automation via the Browser Use API and local Chromium instances.
MindsDB
MCP (Model Context Protocol) Server. MindsDB allows applications to answer questions over large-scale federated data—spanning databases, data warehouses, and SaaS applications.
PostHog MCP Server
The official PostHog server providing product analytics, feature flags, session replays, and experimentation tools for building successful products.
Screenpipe
Screenpipe is a powerful local-first MCP server that records and indexes 24/7 screen and microphone activity, providing an API to search and retrieve desktop history for AI context.
Figma
Empowers coding agents like Cursor with direct access to Figma design data, translating complex API responses into optimized context for more accurate design-to-code implementation.
MCP Toolbox for Databases
Open source MCP server specializing in easy, fast, and secure tools for Databases. Supports AlloyDB, BigQuery, Bigtable, Cloud SQL, Dgraph, Looker, MySQL, Neo4j, Postgres, Spanner, and more.
txtai
txtai is an all-in-one AI framework providing an embeddings database for semantic search, LLM orchestration, and multi-model workflows. It supports vector search, RAG pipelines, and autonomous agents through Web and MCP APIs.
FastAPI to MCP auto generator
A tool that automatically transforms FastAPI endpoints into MCP tools while preserving authentication dependencies, schemas, and documentation.
OpenMetadata
A unified metadata platform for data discovery, observability, and governance powered by central schemas and 84+ connectors. It provides end-to-end lineage tracking, data quality monitoring, and a collaborative metadata repository for data assets.
Arize Phoenix
An MCP server providing a unified interface to the Arize Phoenix AI observability platform for managing prompts, exploring datasets, and running experiments.
AWS
A comprehensive suite of specialized MCP servers designed to integrate AWS best practices, documentation, and resource management directly into AI-powered development workflows.
JsonDiffPatch
A toolset for diffing and patching JSON objects using a compact delta format. It supports advanced features like Longest Common Subsequence (LCS) for smart array diffing and character-level text diffing for long strings.
Firecrawl
Extract web data with Firecrawl
Kiln
Kiln is an open-source platform for building, evaluating, and optimizing AI systems, supporting RAG pipelines, fine-tuning, and synthetic data generation. It functions as a production-ready framework for managing AI datasets and complex agentic workflows.
ENScan_GO
A tool designed for intelligence gathering on Chinese enterprises, enabling automated collection of ICP filings, apps, WeChat accounts, and subsidiary information via various business data APIs.
Spec Workflow
A structured project management MCP server that implements a four-phase development workflow (Requirements, Design, Tasks, Implementation) with a real-time web dashboard and VSCode integration.
Vizro
The Vizro MCP server enables the creation and validation of interactive data visualization dashboards via natural language, bridging Python's Vizro framework with LLM workflows.
mcp-server-chart
A comprehensive MCP server leveraging AntV to generate over 25 types of interactive charts and geographic maps for data visualization and analysis.
Cipher
A memory-powered agent framework that adds a persistent memory layer to AI coding assistants, enabling cross-IDE context retention and collaborative workspace memory.
Excel
A comprehensive MCP server for manipulating Excel files without requiring Microsoft Excel, supporting data manipulation, formatting, charts, and pivot tables.
Tianji
A bridge between AI assistants and the Tianji platform, allowing users to list, inspect, and query survey data and analytics directly through the Model Context Protocol.
Supabase
Interact with Supabase: Create tables, query data, deploy edge functions, and more.
mcp-grafana
A comprehensive MCP server for Grafana that enables deep integration with dashboards, datasources (Prometheus, Loki, Pyroscope), alerts, OnCall schedules, incidents, and Sift investigations.
Superglue
A specialized MCP server acting as a proxy between LLMs and existing enterprise endpoints, enabling discovery and execution of auto-healing, LLM-mapped tools.
Crawl4AI RAG
High-performance web crawling and RAG server that integrates Crawl4AI with Supabase and Neo4j for semantic search, code example extraction, and AI hallucination detection via knowledge graphs.
DBHub
Universal database MCP server connecting to MySQL, MariaDB, PostgreSQL, and SQL Server.
brightdata-mcp
A robust web access MCP server by Bright Data that provides AI agents with unblockable web search, markdown scraping, and structured data extraction from major retail, social, and financial platforms.
PostgreSQL
A comprehensive PostgreSQL MCP server that enables AI agents to perform schema exploration, SQL execution, and advanced performance tuning using industrial-strength index optimization algorithms.