Best Data & Databases Tools for AI in 2026

Looking for the best data & databases tools to supercharge your AI setup? We curated the top picks from the a-gnt catalog.

Whether you're a complete beginner or already using AI daily, these tools are designed to be easy to install and start using right away.

1. Google Analytics

Check your website traffic and understand your audience instantly Ask your AI about your website traffic and get clear answers. No more navigating Google Analytics dashboards — just ask "How many visitors did we get this week?" or "Where is our traffic coming from?" and get the numbers you need.

Perfect for business owners, bloggers, and marketers who need data but hate dashboards. Your AI translates complex analytics into plain-English insights you can act on.
Install: mcp-server-google-analytics
Try Google Analytics on a-gnt

2. Graphify

Turn your data into beautiful charts and graphs instantly
Hand your AI some numbers and watch it create stunning bar charts, line graphs, pie charts, and more. No spreadsheet skills required — just describe what you want to visualize and Graphify builds it for you.

Perfect for business owners presenting sales data, teachers showing student progress, or content creators making infographics. Just paste your data and say "make a chart."
Install: graphify
Try Graphify on a-gnt

3. MMySQL Data Explorer

Ask your AI to query your MySQL database in plain English
If your website or business runs on MySQL (the most popular database in the world), this tool lets your AI query it directly. Ask questions like "Show me all orders from this week" or "Which products are running low on stock?" and get answers instantly.

Perfect for small business owners with WordPress sites, e-commerce store owners, or anyone with a MySQL database who wants to get insights without learning SQL.
Install: @benborla29/mcp-server-mysql
MTry MySQL Data Explorer on a-gnt

4. PPostgreSQL Data Explorer

Query your business database with plain English questions
Connect your AI to your PostgreSQL database and ask questions in plain English. No SQL knowledge needed — just ask "What were our top 10 customers last quarter?" or "How many new signups this week?" and get instant answers.

Perfect for business owners who have a database behind their website or app but don't know how to query it directly. Your AI translates your questions into database queries and gives you clean results.
Install: @modelcontextprotocol/server-postgres
PTry PostgreSQL Data Explorer on a-gnt

5. Spreadsheet Database (SQLite)

Ask your AI to query, analyze, and manage your data like a pro
Turn your AI into a data analyst. Connect it to a SQLite database and ask questions in plain English — "How many orders did we get last month?", "What's our best-selling product?", "Show me all students with grades below B."

Perfect for business owners tracking inventory and sales, teachers managing student records, or anyone who has data in a database but doesn't know SQL.
Install: @modelcontextprotocol/server-sqlite
STry Spreadsheet Database (SQLite) on a-gnt

6. FHIR MCP Server

Access healthcare data using the HL7 FHIR standard
Connect your AI to healthcare systems using the FHIR (Fast Healthcare Interoperability Resources) standard. Query patient records, clinical data, and health information through natural language.

Built on the HL7 FHIR R4 specification, this MCP server lets your AI read and interact with FHIR-compliant healthcare APIs. Perfect for health tech developers, clinical researchers, and anyone building on healthcare data.
Install: fhir-mcp-server
Try FHIR MCP Server on a-gnt

7. BigQuery MCP Server

Run SQL analytics on Google BigQuery datasets
Execute queries, manage datasets, explore table schemas, and analyze data in Google BigQuery. Supports parameterized queries, dry runs for cost estimation, and result export.
Install: @modelcontextprotocol/server-bigquery
Try BigQuery MCP Server on a-gnt

8. MongoDB MCP Server

Query and manage MongoDB collections and documents
Full MongoDB integration — find, insert, update, delete documents. Explore collections, create indexes, run aggregation pipelines, and manage your MongoDB databases through conversation.
Install: mcp-server-mongodb
Try MongoDB MCP Server on a-gnt

9. Redis MCP Server

Interact with Redis for caching, pub/sub, and data structures
Connect to Redis instances to manage keys, sets, hashes, lists, sorted sets, streams, and pub/sub channels. Useful for debugging cache issues and exploring data stored in Redis.
Install: @modelcontextprotocol/server-redis
Try Redis MCP Server on a-gnt

10. Elasticsearch MCP Server

Search, index, and analyze data in Elasticsearch clusters
Full Elasticsearch integration — run searches, manage indexes, create mappings, and analyze cluster health. Supports complex queries, aggregations, and bulk operations through your AI assistant.
Install: @elastic/mcp-server-elasticsearch
Try Elasticsearch MCP Server on a-gnt

Get Started

All of these tools are available on a-gnt.com. Browse the full Data & Databases category to find even more.