From Q&A to an
AI-ready foundation

Two-decades of Q&A, we know how developers solve problems. We’re evolving the Stack Internal feature set so every problem solved becomes memory for the next person (or agent).

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Programmatic memory for your business

Times change, your best and brightest move on, and tribal knowledge
isn’t written down. Here’s how Stack Internal solves this.

Everything your company knows is already out there, but decaying in separate systems and static files. It extracts that valuable data, filters the noise, and stores it for durability.

Keep it healthy using the methods we’ve pioneered over 18 years - always up-to-date and relevant. With trust signals on every answer, it also detects content staleness, knowledge gaps, and survives tool migration.

Reusable knowledge compounds over time, as new decisions or updated answers get stored into the same system, creating an ever improving cycle. Everything gets more reliable and efficient.

1/1 External sources are ingested and organized

Nearly two decades of feature
refinement and we’re just getting started

Capture

Automatic ingestion continuously transforms static, unstructured content scattered across your sources into a living, verified knowledge store.

Screenshot of the feature in product

Validate

Your organization's memory stays healthy, up-to-date and accurate through our trust system. Reliable knowledge you can actually act on.

Screenshot of the feature in product

Organize

Maps context into focused, role-based scopes, ensuring knowledge is used by the right people, team, or AI agent.

Screenshot of the feature in product

Govern

Enterprise visibility. A control center for managing permissions, tracking curation activity, and auditing.

Screenshot of the feature in product

Deliver

Fits in everywhere. From pull requests, to code editors, command line interfaces and more.

Screenshot of the feature in product

Community

The foundational knowledge repository. Community-verified Q&A, articles, and curated collections foster a culture of sharing.

Screenshot of the feature in product

Let’s put these features to work for you.

Frequently Asked Questions

More details about specific Stack Internal features.

How does Stack Internal keep knowledge up-to-date?

The platform acts as a curation engine, automatically ingesting and storing knowledge with trust built-in. The trust system is constantly evaluating if that knowledge is reliable, current, authoritative, and safe to use. With automatic SME validation only when there’s critical gaps.

What is the MCP server?

The MCP server connects AI assistants and coding agents like Claude and Cursor to your trusted Stack Internal knowledge, and can read from Stack Internal without breaking focus.

How does Stack Internal import existing knowledge?

Stack Internal platform supports connectors for your Stack Internal community, Google Docs and Slack channels that ingest critical context from your distributed tools.

How does Stack Internal integrate with existing tools?

Stack Internal platform offers API and MCP server for custom integrations, as well as connectors for your Stack Internal community, Google Docs and Slack channels.

How does Stack Internal identify subject matter experts?

Subject-Matter-Expert auto-detection stays accurate as your organization interacts with the platform over time and surfaces the right expert to the right topic. You also have the power to manually manage experts. The platform does the heavy-lifting for you, but it’s nice to have the option to adjust when you need to.

Want to learn more?

Security

We protect your data & respect your code

We call it “enterprise-grade security”. You can call it peace of mind. Either way, we take it seriously.

Security specs

Integrations

Connect sources, or build something custom

Easily connect to your existing enterprise tools, IDEs, and agents using the built in MCP or API.

All integrations

Implementation

Don’t know where to start? We have experts

We can help launch, rollout strategies, comms to drive uptake and more – so you can see results on day one.

See our process