MCP Servers Should Be Organized by Function, Not by Integration
There's a better way to organize MCP servers that solves the context rot problem plaguing AI workflows everywhere.

There's a better way to organize MCP servers that solves the context rot problem plaguing AI workflows everywhere.

You've got PostgreSQL databases you query all the time. Maybe it's your local dev database running on your laptop. Maybe it's your production database on a remote server. You used to hook them up to a BI tool or write SQL queries manually.
Now you want to query them with AI instead. Ask questions in plain English, get answers back.
But Claude can't access localhost. ChatGPT can't connect to remote databases with username/password auth. They're stuck in their own environments.
Install mcpbundles. Problem solved.

OpenAI's Sora can generate videos from text prompts. Seriously impressive stuff. But the API's a bit clunky to work with directly.
That's why we built the Sora MCP bundle. 6 tools that let you create, remix, and manage AI-generated videos without touching code. Just tell the AI what you want and it handles the rest.
This video was generated using the Sora MCP bundle—we used our own tools to create it.
Anthropic's recent blog post about code execution with MCP got everyone excited about converting tool calls into code. But I think we're optimizing the wrong thing.

Ever stared at a database and thought "where the hell is that data?" You know it's in there somewhere, but you don't know where. That's what this bundle's for.
The Data Exploration MCP server bundle gives you 10 MCP tools to find stuff fast. Browse tables, search across columns, compare datasets, export results. No SQL knowledge required—just ask what you need and the AI figures it out.

Before you write queries or make changes, you need to know what you're working with. What tables exist? How are they connected? What depends on what?
The Schema Discovery MCP server bundle answers these questions. Ten MCP tools for discovering tables, mapping relationships, tracking dependencies, and documenting schemas. It's like having a map of your database before you start exploring.

Slow queries kill productivity. Your app feels sluggish. Users complain. You know something's wrong but don't know what.
The Performance Analysis MCP server bundle helps you find and fix performance problems. Nine MCP tools for finding slow queries, analyzing execution plans, optimizing indexes, and monitoring database health. It's your performance debugging toolkit.

Bad data causes bugs. It causes bad decisions. It causes headaches.
The Data Quality & Profiling MCP server bundle helps you find data problems before they cause real issues. Nine MCP tools for profiling columns, finding duplicates, validating constraints, detecting outliers, and checking referential integrity. It's your data quality audit toolkit.

Making database changes is risky. One wrong query and you've deleted production data. Or broken a constraint. Or locked a table.
The Development & Operations MCP server bundle makes database changes safer. Ten MCP tools for creating tables, altering schema, backing up data, executing batch operations, and previewing changes. It's your safety net for database operations.

The Main PostgreSQL MCP server bundle gives you everything. All 38 database MCP tools in one place.
Sometimes you need MCP tools from multiple specialized bundles. Sometimes you just want complete access without managing multiple bundles. Sometimes you're exploring PostgreSQL capabilities and don't know what you need yet.
That's what the Main MCP server bundle is for.
