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MCP server · Data

ThinAir Data

Connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.

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About ThinAir Data

ThinAir Data is an MCP server published by ThinAirTelematics in the Data category: connect any AI to PostgreSQL, MySQL, or SQL Server — 24 dialect-aware tools for query, schema, optimization, and more.

The repository has 1 stars and 0 forks, with the last commit 14 days ago. Recent commit activity is the strongest signal that reported issues will get attention.

Install

From source
git clone https://github.com/ThinAirTelematics/thinair-data

This server has no ConduID identity, so agent calls to it are not receipted. Pin the version you install and review the source before granting it credentials.

Tools (10)

cross_db_queryarchitect

Parameters not published.

data_profilebuild

Parameters not published.

describe_schemadiscover

Parameters not published.

detect_anomaliesarchitect

Parameters not published.

find_n_plus_onearchitect

Parameters not published.

list_connectionsdiscover

Parameters not published.

pii_scanarchitect

Parameters not published.

query_firewallarchitect

Parameters not published.

query_historybuild

Parameters not published.

query_sqldiscover

Parameters not published.

Ask AI

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Ask AI about ThinAir Data

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I know everything about ThinAir Data. Ask me about installation, configuration, usage, or troubleshooting.

Security checks

  • ✓README presentThe repository ships documentation.

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README

ThinAir Data MCP Server

The only MCP database server for PostgreSQL, MySQL, and SQL Server in one session — 23 dialect-aware tools across 4 tiers, from schema introspection to cross-database compare, query firewall, PII scanning, and N+1 detection. Read-only by design.

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What It Does

ThinAir Data is a Model Context Protocol (MCP) server that gives AI agents secure, read-only access to your databases — no custom backend required. Three independent enforcement layers (SQL guard, session READ ONLY, optional per-connection custom firewall) reject INSERT / UPDATE / DELETE / DROP / ALTER before they hit your DB. Safe to point any agent at production.

  • Multi-database — PostgreSQL, MySQL, SQL Server in a single session. Cross-database compare with one tool call.
  • Read-only by design — three-layer enforcement; write statements never reach your DB.
  • Dialect-aware — every tool understands SELECT TOP 10 (mssql) vs LIMIT (others) and routes syntax correctly per connection.
  • Tiered capability — 23 tools across 4 tiers: schema introspection, query execution + history, EXPLAIN/optimization, anomaly detection, PII scanning, N+1 detection, query firewall, cross-DB compare.
  • Connections are managed at runtime — added per-tenant via the add_connection tool after sign-in. Never an env var or install-time config.

Product Links

Tools (selected — full list of 23 in docs)

Tool Tier Description
list_connections discover List connected databases with names + dialects
describe_schema discover Get schema, columns, indexes, FKs across any connection
query_sql discover Execute a parameterized read-only SQL query
query_history build Recent queries with timing, row counts, status
data_profile build Distributions, null rates, cardinality on a table
cross_db_query architect Run the same query across 2–4 connections (regional/dialect compare)
detect_anomalies architect Statistical outliers in row growth, latency, value distributions
pii_scan architect Scan a table for PII patterns (SSN, email, phone, credit card)
find_n_plus_one architect Identify N+1 query patterns in query_history
query_firewall architect Per-connection custom-block rules (deny specific tables/queries)

add_connection, query_optimize, explain_query, suggest_queries, generate_migration, watch_table, saved_queries, impact_analysis, and others round out the 23-tool surface.

Quick Start

Claude Desktop, Cursor, Windsurf — OAuth (recommended, keyless)

Add to your client's MCP config (e.g. ~/Library/Application Support/Claude/claude_desktop_config.json):

{
  "mcpServers": {
    "thinair-data": {
      "url": "https://data.thinair.co/mcp"
    }
  }
}

The OAuth flow completes at first use — no manual token setup required. After sign-in, your agent calls add_connection to register a database with its DSN — connections are tenant-scoped and reusable across sessions.

API key (for non-OAuth clients)

{
  "mcpServers": {
    "thinair-data": {
      "url": "https://data.thinair.co/mcp",
      "headers": {
        "Authorization": "Bearer ta_live_..."
      }
    }
  }
}

Get a key at https://data.thinair.co/connect.

npx (CLI / scripts)

npx -y @thinairtelematics/data

Prints a config block to stdout. OAuth-keyless by default.

Supported Databases

Database connections are added at runtime via the add_connection MCP tool — pass the DSN once, the connection becomes a named resource the agent can reuse across sessions. Three dialects supported:

Database Connection string format
PostgreSQL postgresql://user:pass@host:5432/db
MySQL mysql://user:pass@host:3306/db
SQL Server sqlserver://user:pass@host:1433/db

You do not put a DSN in your client's config. The add_connection tool is how connections enter the session.

Example Usage

Once connected, ask your AI:

  • "Show me all rows that haven’t updated in the last 24 hours across staging and prod"
  • "What are the top 10 slowest queries this week?"
  • "Scan the customers table for PII patterns"
  • "Which tables have the most N+1 query exposure?"

npm Package

npmjs.com/package/@thinairtelematics/data

Previously published as thinair-data (now deprecated in favor of the scoped package).

License

MIT © ThinAir Telematics

README copy captured when this server was indexed; it may lag the repository. The original is authoritative.

Questions

About ThinAir Data

How do I install ThinAir Data?

No package has been published for this server, so install it from source: clone the repository and follow its README.

Is ThinAir Data safe to use with an AI agent?

Its trust score is 34 out of 100 (low). It passes 1 of the 1 static security checks run so far. It has no ConduID identity yet, so agent calls to it are not receipted.

Is ThinAir Data still maintained?

Yes — the last commit was 14 days ago. The repository has 1 stars and 0 forks.