How to Build a Data Pipeline Agent

Connect to Google BigQuery databases using CData's MCP Server. Requires a separate CData JDBC Driver license.

Manage Amazon RDS and Aurora database clusters, including instances, backups, parameters, costs, and monitoring.

Interact with Google Docs and Google Drive for document creation, editing, and file management, with support for shared drives.

A read-only MCP server for querying AWS PostgreSQL databases.

Secure file operations with configurable access controls

Interact with Google Docs and Google Drive for document creation, editing, and file management.

Access and manage your Google Drive files and folders.

Allows AI to interact with Microsoft Access databases, supporting data import and export via CSV files.

Interact with Africa's Talking airtime service and store transaction data in a local SQLite database.

Provides persistent memory for AI systems to enable continuity of consciousness, using an external PostgreSQL database.

Navigate your Aiven projects and interact with the PostgreSQL®, Apache Kafka®, ClickHouse® and OpenSearch® services

An interface for AI agents to interact with AnalyticDB for MySQL databases, allowing them to retrieve metadata and execute SQL operations.

An AI-powered gateway for managing over 40 data sources like Alibaba Cloud and mainstream databases, featuring NL2SQL, code generation, and data migration.

A read-only MCP server for AlloyDB, enabling LLMs to query live data directly from AlloyDB databases.

A read-only Model Context Protocol (MCP) server for Microsoft SQL Server, enabling safe metadata discovery and parameterized SELECT queries.

An MCP server that dynamically loads tools from an external JSON file configured via an environment variable.

A modular server providing unified access to multiple astronomical datasets, including astroquery services and DESI data sources.

A task management system for LLM agents to manage projects, tasks, and knowledge using a Neo4j database for complex workflow automation.

Backpressure and concurrency control middleware for FastMCP. Prevents server overload from LLM tool-call storms with configurable limits and JSON-RPC errors.

Execute and validate SQL queries against Google BigQuery. It safely runs SELECT queries under 1TB and returns results in JSON format.

AI-powered CesiumJS 3D globe control — 43 tools for camera, entities, layers, animation, and interaction via MCP protocol. Also available as a remote server via Streamable HTTP.

An enterprise-ready system to archive AI conversations from ChatGPT and Claude into a Supabase database.

An MCP server for the Chroma embedding database, providing persistent, searchable working memory for AI-assisted development with features like automated context recall and codebase indexing.

A server for managing structured project context using SQLite, with support for vector embeddings for semantic search and Retrieval Augmented Generation (RAG).