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<img src="docs/images/data-studio-agent.svg" width="96" height="96" alt="Data Studio Agent logo" />

Data Studio Agent

Let your AI coding agent securely access all your databases, in plain language.

Local-first. Enterprise-grade security. Open source.

<p> <img src="https://img.shields.io/badge/SQL-70%2B%20databases%20via%20SqlKit-336791"/> <img src="https://img.shields.io/badge/NoSQL-Elasticsearch%20%7C%20OpenSearch%20%7C%20MongoDB%20%7C%20DynamoDB-47A248"/> <img src="https://img.shields.io/badge/MCP-000000&logo=modelcontextprotocol&logoColor=white"/> <img src="https://img.shields.io/badge/Claude%20Code%20%7C%20Cursor%20%7C%20OpenCode%20%7C%20Codex%20%7C%20Cline-7C3AED"/> </p>

<p align="center"> <img src="docs/images/data-studio-terminal.gif" alt="Ask your database in plain language — live demo" width="720"/> </p>

📖 Product Page · npm · dockit · sqlkit · Releases

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This repository contains the Data Studio MCP Server, a Model Context Protocol server that gives AI coding agents direct access to your databases through the dockit and sqlkit desktop apps.

• SQL (via sqlkit): 70+ databases (PostgreSQL, MySQL, SQL Server, Oracle, SQLite, DuckDB, ClickHouse, Snowflake, BigQuery, and more)
• NoSQL (via dockit): Elasticsearch, OpenSearch, MongoDB, DynamoDB

Features

• Any AI coding agent. Claude Code, Cursor, Windsurf, OpenCode, Codex, Cline, Pi, Qoder, GitHub Copilot, or any MCP client.
• Any OS. macOS, Windows, Linux.
• Any LLM model. Bring your own provider. No lock-in.
• One MCP server, one config. Routes to both SqlKit (SQL) and DocKit (NoSQL) bridges over localhost.
• Enterprise-grade security. See below.

Quick start

1. Prerequisites

Install and launch dockit and/or sqlkit, add a database connection, and make sure Settings → MCP Bridge → Auto-start is enabled (it is by default). Install both apps for the full SQL + NoSQL tool set.

2. Install the MCP server

npm install -g @geek-fun/data-studio-mcp

Or run it without installing (npx downloads it on first run):

npx -y @geek-fun/data-studio-mcp

3. Add it to your AI tool

OpenAI Codex, one command:

codex mcp add data-studio -- npx -y @geek-fun/data-studio-mcp

Claude Code, one command:

claude mcp add --transport stdio data-studio -- npx -y @geek-fun/data-studio-mcp

Cursor. Create .cursor/mcp.json (project) or ~/.cursor/mcp.json (global):

{
  "mcpServers": {
    "data-studio": {
      "command": "npx",
      "args": ["-y", "@geek-fun/data-studio-mcp"]
    }
  }
}

Windsurf. Create ~/.codeium/windsurf/mcp_config.json (global only):

{
  "mcpServers": {
    "data-studio": {
      "command": "npx",
      "args": ["-y", "@geek-fun/data-studio-mcp"]
    }
  }
}

OpenCode. Add to opencode.json (project) or ~/.config/opencode/opencode.json (global):

{
  "$schema": "https://opencode.ai/config.json",
  "mcp": {
    "data-studio": {
      "type": "local",
      "command": ["npx", "-y", "@geek-fun/data-studio-mcp"],
      "enabled": true
    }
  }
}

Any other MCP client. Register a stdio server with command npx and args -y @geek-fun/data-studio-mcp.

4. Tune permissions (optional)

Open Settings → MCP Bridge in dockit/sqlkit to control what the agent can do:

Permission mode	What the agent can do
Read Only (default)	Explore schemas, run SELECT queries. No writes.
Data Read/Write	INSERT, UPDATE, index operations. No deletes/drops.
Full Access	Everything, including DELETE, DROP, TRUNCATE.

5. Start asking

Use plain language. The agent queries your databases for you:

• "List all tables in my PostgreSQL database"
• "Show me the last 10 orders from the Elasticsearch index orders*"
• "Find all users older than 30 in MongoDB"
• "Run this query and explain the results"

The agent reads schemas, runs queries, and explores your data, then shows you every query it executed.

Enterprise-grade security

The LLM gets broad access to your data, but it never sees your credentials. The policy model gates every capability by risk level.

• Credentials never leave the apps. The LLM only ever sees an opaque connection_id. Real credentials are resolved inside dockit/sqlkit and never cross the MCP boundary. Your passwords and keys stay on your machine, in your app.
• ID-based resource access. Agents access databases strictly by connection ID. Credentials never appear in prompts or tool arguments, so there is no path for the model to obtain or exfiltrate connection secrets.
• Three-tier permission model. Read Only / Data Read-Write / Full Access modes gate every capability by risk level, with per-connection overrides. You can mark any connection read-only or allowlist specific actions.
• Explicit user confirmation. Destructive operations (DELETE, DROP, TRUNCATE) surface as Ask in the policy. The client prompts the user for explicit confirmation before anything destructive runs.
• Action-level statement classification. SQL is parsed and classified by statement kind (Read / Write / Delete / DDL) before execution. Write-only tools reject DELETE statements; delete tools reject DDL.
• Local-only bridge. The bridge binds to 127.0.0.1 exclusively. It is unreachable from other machines, with no server to host and no API keys to manage.

Tool reference

All tools follow the data_studio__{backend}__{action} convention. The User confirmation column shows which operations surface an explicit confirmation prompt in your AI client before they run.

Tool	Backend	Risk	Requires permission	User confirmation
data_studio__list_connections	Server	🟢 Safe	Read Only	No
data_studio__get_status	Server	🟢 Safe	Read Only	No
data_studio__sqlkit__list_connections	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__execute_query	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__list_databases	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__list_schemas	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__list_tables	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__get_schema	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__describe_table	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__explain_query	sqlkit	🟢 Safe	Read Only	No
data_studio__sqlkit__execute_write	sqlkit	🟡 Elevated	Data Read-Write	No
data_studio__sqlkit__execute_delete	sqlkit	🔴 Destructive	Full Access	Yes
data_studio__sqlkit__execute_ddl	sqlkit	🔴 Destructive	Full Access	Yes
data_studio__es__search	dockit · Elasticsearch	🟢 Safe	Read Only	No
data_studio__es__get_document	dockit · Elasticsearch	🟢 Safe	Read Only	No
data_studio__es__cat_indices	dockit · Elasticsearch	🟢 Safe	Read Only	No
data_studio__es__get_mapping	dockit · Elasticsearch	🟢 Safe	Read Only	No
data_studio__es__cat_aliases	dockit · Elasticsearch	🟢 Safe	Read Only	No
data_studio__es__get_alias	dockit · Elasticsearch	🟢 Safe	Read Only	No
data_studio__es__index_document	dockit · Elasticsearch	🟡 Elevated	Data Read-Write	No
data_studio__es__update_document	dockit · Elasticsearch	🟡 Elevated	Data Read-Write	No
data_studio__es__create_index	dockit · Elasticsearch	🟡 Elevated	Data Read-Write	No
data_studio__es__put_mapping	dockit · Elasticsearch	🟡 Elevated	Data Read-Write	No
data_studio__es__put_alias	dockit · Elasticsearch	🟡 Elevated	Data Read-Write	No
data_studio__es__update_aliases	dockit · Elasticsearch	🟡 Elevated	Data Read-Write	No
data_studio__es__delete_document	dockit · Elasticsearch	🔴 Destructive	Full Access	Yes
data_studio__es__delete_by_query	dockit · Elasticsearch	🔴 Destructive	Full Access	Yes
data_studio__es__delete_index	dockit · Elasticsearch	🔴 Destructive	Full Access	Yes
data_studio__es__delete_alias	dockit · Elasticsearch	🔴 Destructive	Full Access	Yes
data_studio__mongo__list_databases	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__list_collections	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__find	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__collection_stats	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__database_stats	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__server_status	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__repl_set_status	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__shard_status	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__count_documents	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__list_indexes	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__sample_documents	dockit · MongoDB	🟢 Safe	Read Only	No
data_studio__mongo__aggregate	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__insert_one	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__update_many	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__update_document	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__create_database	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__create_collection	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__rename_collection	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__clone_collection	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__create_index	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__drop_index	dockit · MongoDB	🟡 Elevated	Data Read-Write	No
data_studio__mongo__delete_many	dockit · MongoDB	🔴 Destructive	Full Access	Yes
data_studio__mongo__delete_document	dockit · MongoDB	🔴 Destructive	Full Access	Yes
data_studio__mongo__drop_collection	dockit · MongoDB	🔴 Destructive	Full Access	Yes
data_studio__mongo__drop_database	dockit · MongoDB	🔴 Destructive	Full Access	Yes
data_studio__mongo__truncate_collection	dockit · MongoDB	🔴 Destructive	Full Access	Yes
data_studio__dynamo__execute_query	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__describe_table	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__list_tables	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__query_table	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__scan_table	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__describe_continuous_backups	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__describe_ttl	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__get_table_metrics	dockit · DynamoDB	🟢 Safe	Read Only	No
data_studio__dynamo__execute_write	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__create_item	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__batch_write_items	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__update_item	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__create_gsi	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__update_gsi	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__create_table	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__update_table_config	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__update_ttl	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__update_pitr	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__update_streams	dockit · DynamoDB	🟡 Elevated	Data Read-Write	No
data_studio__dynamo__execute_delete	dockit · DynamoDB	🔴 Destructive	Full Access	Yes
data_studio__dynamo__delete_item	dockit · DynamoDB	🔴 Destructive	Full Access	Yes
data_studio__dynamo__delete_gsi	dockit · DynamoDB	🔴 Destructive	Full Access	Yes
data_studio__dynamo__delete_table	dockit · DynamoDB	🔴 Destructive	Full Access	Yes
data_studio__dynamo__truncate_table	dockit · DynamoDB	🔴 Destructive	Full Access	Yes

79 tools total. Read-only operations run automatically under Read Only mode. Elevated operations (writes, index/schema changes) require Data Read-Write. Destructive operations (DELETE, DROP, TRUNCATE) require Full Access and always surface an explicit user confirmation prompt.

How it works

code agent (Claude Code / Cursor / OpenCode ...)
    |
    | MCP stdio protocol
    v
@geek-fun/data-studio-mcp   ← npm package (pure TypeScript)
    |
    | HTTP (localhost)
    +----------------+----------------+
    v                v                |
dockit:9120    sqlkit:9121            |
(NoSQL bridge)  (SQL bridge)          |
    |                |                |
    v                v                |
Elasticsearch    PostgreSQL           |
MongoDB          MySQL                |
DynamoDB         SQL Server           |
OpenSearch       SQLite               |

The MCP server is a thin routing layer. All database drivers, SSH tunnels, and connection management live in the desktop apps, which expose a local HTTP bridge (127.0.0.1 only). The MCP server auto-discovers running backends via each app's port file.

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For developers

This repository also contains the data-studio-agent Rust framework, the shared AI agent loop (provider adapters, streaming, tool calling, context compaction) that powers the built-in assistants in dockit and sqlkit.

See crates/data-studio-agent/README.md for installation, architecture, and integration guides.

License

Apache 2.0. See LICENSE.