Why this server?
Enables AI assistants to interact with file systems and databases, crucial for data analysis tasks.
Alicense-qualityCmaintenanceA comprehensive Model Context Protocol server implementation that enables AI assistants to interact with file systems, databases, GitHub repositories, web resources, and system tools while maintaining security and control.Last updated402MITWhy this server?
Provides data extraction capabilities from unstructured web data, enabling AI agents to get structured data for analysis.
AlicenseAqualityDmaintenanceA server that provides AgentQL's data extraction capabilities enabling AI agents to get structured data from unstructured webLast updated1168169MITWhy this server?
Allows querying and managing Apache Iceberg tables, enabling natural language interaction with data lakes.
FlicenseBqualityCmaintenanceA Model Context Protocol server that provides a SQL interface for querying and managing Apache Iceberg tables through Claude desktop, allowing natural language interaction with Iceberg data lakes.Last updated18Why this server?
Enables natural language interactions with Couchbase databases, allowing users to perform SQL++ queries.
Alicense-qualityCmaintenanceA server that enables natural language interactions with Couchbase databases through the Model Context Protocol, allowing users to perform SQL++ queries on Couchbase Capella clusters using conversational commands.Last updated1MITWhy this server?
Provides read-only access to MySQL databases, allowing LLMs to inspect schemas and execute queries.
Alicense-qualityCmaintenanceA Model Context Protocol server providing read-only access to MySQL databases, enabling LLMs to inspect database schemas and execute read-only queries.Last updated6771MITWhy this server?
Enables interaction with Google Sheets, a common tool for storing and analyzing data.
Why this server?
Provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.

Chroma MCP Serverofficial
AlicenseAqualityDmaintenanceA server that provides data retrieval capabilities powered by Chroma embedding database, enabling AI models to create collections over generated data and user inputs, and retrieve that data using vector search, full text search, and metadata filtering.Last updated13547Apache 2.0Why this server?
Enables read-only access to SQLite databases, allowing LLMs to explore database schemas and execute read-only queries.
Flicense-qualityDmaintenanceAn MCP server that provides safe, read-only access to SQLite databases through MCP. This server is built with the FastMCP framework, which enables LLMs to explore and query SQLite databases with built-in safety features and query validation.Last updated105Why this server?
Provides access to BigQuery, enabling LLMs to inspect database schemas and execute queries.
Alicense-qualityCmaintenanceA Model Context Protocol server that provides access to BigQuery. This server enables LLMs to inspect database schemas and execute queries.Last updated126MIT