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Baseil

Get all your data talking

Baseil is an AI Data Harness that crawls into your databases, maps every schema, and serves up grounded answers. No config, no connectors, no hallucinations.One intelligent layer where humans and AI agents ask in plain English and get answers from your data.

The intelligent data harness that connects your databases, exposes them as MCP tools, and serves answers to humans and agents alike. No code required.

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A2A AgentsSoon
Connect your databases
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Use locallyAgent NativeCloud(soon)Team Collaboration(soon)Self Host(soon)Swarm(soon)

Quick Start

From zero to talking-to-your-data in one command.

# One command. One agent. One layer for all your data.
$coming soon — join the waitlist for early access

macOS and Linux. Ready in seconds.

// How it works

Three steps. Zero friction.

Connect

Connect

Point Baseil at your database and watch it shake hands.

Currently supports PostgreSQL — more coming soon.

$ baseil connect postgres://app-db
Discover

Discover

Baseil maps every table, column, and relationship on its own. You do nothing.

usersordersproducts
Serve

Serve

Natural language, APIs, MCPs — humans, agents, and apps all get answers instantly.

chatmcpapi

Teach it with feedback

Thumbs up, thumbs down, or add rules. Baseil learns how your team talks about data and gets sharper with every interaction.

Pin retrieval workflows

Pin frequently used queries and retrieval workflows. Make your data fetches deterministic and save on tokens.

...and it keeps getting smarter with every query. It never sleeps.

// What Baseil Does

The data harness your AI stack has been missing.

Baseil is the intelligent layer between your data and everything that wants to use it. Humans asking questions, AI agents pulling context, apps making API calls. One connection, every interface.

Expose data as MCP tools

Point Baseil at a database and it generates Model Context Protocol tools automatically. No extra code, no tool definitions to maintain.

Intelligent data retrieval

Schema-aware retrieval across every database you connect. Baseil picks the right tool, writes the right query, and returns structured results.

No-code data analysis

Ask in plain English. Get structured answers back. No SQL, no BI tool learning curve, no middleman.

One layer for humans and agents

Connect once. Serve everyone. Same intelligent layer answers chat questions, powers API calls, and feeds data to AI agents.

Expose your agent via A2A

Soon

Make Baseil discoverable to other agents through the Agent-to-Agent protocol. Compose specialized data agents into a mesh.

Customizable skills

Soon

Build and tune skills that optimize how your data gets accessed by agents. Encode business logic, shape retrieval patterns, pin workflows.

// Capabilities

Data retrieval, built for AI agents.

Natural language in, structured data out

Ask a question in plain English. Baseil figures out which databases to hit, writes the queries, and returns clean structured results.

Auto-onboarding

Just add your connection string. Baseil crawls your schemas, discovers relationships, and maps join paths — all on its own.

Cross-database joins

Data in Postgres and MySQL? Baseil joins across databases seamlessly. You ask, it figures out the path.

Database to MCP, automatically

Every connected data store is automatically exposed as MCP tools. Your AI agents can query any database without custom integrations.

Rules & golden cache

Add rules to shape how Baseil responds. Pin golden queries to cache for instant results. Your data, your way, at speed.

// The Problem

Your AI agents need a data intelligence layer.

Today’s agents wear too many hats. Understanding users, hunting across databases, formulating queries, formatting responses. Every new data source increases hallucinations.

Intelligence at the data layer itself. One calm layer that deciphers what data you need and where it lives.

Deploy as a swarm. Multiple Baseil agents form a mesh. Each owning its own databases, sharing knowledge across your infrastructure.

APIsElasticsearchPostgreSQLMongoDBRedisMySQLS3Kafka!
APIsElasticsearchPostgreSQLMongoDBbaseilAgentHuman
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Live Demo

Try it yourself.

Query a live sample database in plain English. No signup required.

Baseil will automatically detect the right database for your question

Click a question to try it: