paddleocr
Reads text from scanned pages, photos and PDFs and returns it as structured Markdown or JSON, so you can pull tables, formulas and headers out of a document without retyping them. Covers many languages and works as input for AI tools.
A database MCP server that lets Claude Code explore schemas token-efficiently and run SQL against Postgres, MySQL, SQL Server, Oracle, MariaDB, and SQLite, with skills for setup, testing, and bug fixing.
Claude Code
> /plugin marketplace add bytebase/dbhub> /plugin install dbhub@dbhub
Codex
$ npx skills add bytebase/dbhub -a codex
Cursor
$ npx skills add bytebase/dbhub -a cursor
Gemini CLI
$ npx skills add bytebase/dbhub -a gemini-cli
GitHub Copilot
$ copilot plugin marketplace add bytebase/dbhub$ copilot plugin install dbhub@dbhub
OpenCode
$ npx skills add bytebase/dbhub -a opencode
Windsurf
$ npx skills add bytebase/dbhub -a windsurf

Note
If you need an enterprise-level database MCP server with built-in guardrails like approval flow, access control, data masking, and audit logging beyond what DBHub offers, check out Bytebase.
+------------------+ +--------------+ +------------------+
| | | | | |
| Claude Desktop +--->+ +--->+ PostgreSQL |
| | | | | |
| Claude Code +--->+ +--->+ SQL Server |
| | | | | |
| Cursor +--->+ DBHub +--->+ Oracle |
| | | | | |
| VS Code +--->+ +--->+ SQLite |
| | | | | |
| Copilot CLI +--->+ +--->+ MySQL |
| | | | | |
| | | +--->+ MariaDB |
| | | | | |
+------------------+ +--------------+ +------------------+
MCP Clients MCP Server Databases
DBHub is a minimal MCP server: token-efficient, zero-dependency, and just two tools by default with opt-in extras. This lightweight gateway allows MCP-compatible clients to connect to and explore different databases:
DBHub is the official example in the Claude Code docs for connecting to PostgreSQL via MCP.
DBHub loads just 2 tools by default at 1.4k tokens — 13-14x fewer than alternatives — keeping the context window open for your actual work.
| MCP Server | Default Config | Default Tools |
|---|---|---|
| DBHub | 1.4k | 2 (execute_sql, search_objects) |
| MCP Toolbox | 19.0k | 28 |
| Supabase MCP | 19.3k | all |
PostgreSQL, MySQL, SQL Server, MariaDB, Oracle, and SQLite.
DBHub implements MCP tools for database operations:
dbhub.toml configuration fileDBHub includes a built-in web interface for interacting with your database tools. It provides a visual way to execute queries, run custom tools, and view request traces without requiring an MCP client.
npx @bytebase/dbhub@latest --transport http --port 8080 --dsn "postgres://user:password@localhost:5432/dbname?sslmode=disable"
Also available as:
See the Installation Guide for all options, Command-Line Options for parameters, and Multi-Database Configuration for connecting several databases at once.
Requires Node.js >= 22.5.0 (DBHub uses the built-in node:sqlite module).
# Install dependencies
pnpm install
# Run in development mode
pnpm dev
# Build and run for production
pnpm build && pnpm start --transport stdio --dsn "postgres://user:password@localhost:5432/dbname"
Reads text from scanned pages, photos and PDFs and returns it as structured Markdown or JSON, so you can pull tables, formulas and headers out of a document without retyping them. Covers many languages and works as input for AI tools.
Gives your AI assistant a memory that persists across sessions, so it remembers your preferences and earlier work in this repository instead of starting fresh. Search, forget, pause and resume memories with simple commands.
Gives AI agents a library of ready-made skills for scientific work such as metabolic flux analysis, protein experiment design, time series modeling, and analytical method validation, so research tasks need less hand-built code. It works with any agent that supports the open Agent Skills standard.
Gives Claude Code skills, agents, and commands for PostHog analytics, session replay, feature flags, error tracking, and LLM observability. Includes MCP server setup and project access checks.
Install it with the command on its page. It includes fix-bug, testing, explore. Its skills do not fire on their own yet. Free and open source.
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