Latest thoughts from the team

Insights on API integrations, workflow automation, and building reliable agent systems for enterprise.

Custom MCP server: what it is and when to build one

Custom MCP server: what it is and when to build one

A custom MCP server connects your AI agents to internal APIs, legacy ERPs, and proprietary databases through a standard interface. Learn when to build one and how superglue lets you do it in minutes.

July 3, 2026 • superglueRead Article
Four Questions Every Enterprise Must Answer Before Rolling Out AI Agents

Four Questions Every Enterprise Must Answer Before Rolling Out AI Agents

As the number of agentic AI applications grows, enterprises must address data access enforcement, auditability, integration reusability, and tool portability — or face compounding risk and technical debt.

March 3, 2026 • Michael FuestRead Article
From Text Search to JSON Patch

JSON Editing with LLMs - Getting it right

We went through three architectural iterations to figure out how our AI agent should apply edits to JSON tool configurations. Here's what we learned about structured output, search & replace, and JSON Patch.

January 22, 2026 • Nicolas NeudeckRead Article
Why Fetching Documentation for Context-Engineering is Hard

Why Fetching Documentation for Context-Engineering is Hard

In building integrations using AI, one of the toughest engineering tasks is turning third-party documentation into reliable context for agents. Learn about our approach at superglue.

November 21, 2025 • Nicolas NeudeckRead Article
A New Imperative for Developer-facing UIs

A New Imperative for Developer-facing UIs

Why developer tools don't need UIs anymore. With MCP and agents like Cursor, the age of clicking through dashboards is ending. The future is capability-based interfaces that work directly in your editor.

June 2, 2025 • Stefan FaistenauerRead Article
Why do we even need MCP?

Why do we even need MCP?

The fundamental difference between agentic tools and API endpoints. Why MCP exists as an abstraction layer that provides capabilities rather than forcing agents to navigate endpoint orchestration.

March 25, 2025 • Stefan FaistenauerRead Article
What most people get wrong about MCP

What most people get wrong about MCP

The reality behind MCP adoption: who builds and maintains MCP servers for legacy enterprise systems? Exploring the challenges of bridging modern AI interfaces with decades-old software.

March 13, 2025 • Stefan FaistenauerRead Article