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BaseThread vs Glean

Glean builds one searchable index over all your company tools. BaseThread is a curated context layer your existing AI tools read and write as they work.

In short

Glean is enterprise search: it connects to your tools, indexes everything, and answers questions inside its own app. BaseThread is a shared context layer: your AI reads your sources with its own access and writes the signal into a curated graph that Claude Code, Cursor, ChatGPT, and any MCP client read back. Glean is one more app to search in; BaseThread makes the AI tools you already use smarter about your team.

Glean

Enterprise search

Glean is strong for large orgs that want a single searchable surface over everything: Slack, Drive, Confluence, Jira, and the rest. Its connectors crawl and index your knowledge so anyone can ask a question and get an answer with citations, and it adds assistants and agents on top of that index.

Where BaseThread is different

Team shared context

Glean connects to your tools and keeps a searchable copy of everything in a box you query inside Glean. BaseThread never touches your tools. Your AI reads your sources with its own access and writes a curated signal into a graph the AI tools you already use read over MCP. It's a curated layer your tools read and write, not another crawler and index to manage, and the context flows back into your daily AI tools instead of living in a separate search app.

Side by side

BaseThread and Glean, dimension by dimension

The dimensions a team actually evaluates. Wide tables scroll horizontally on phones.

BaseThread

Glean

What it is
Shared context layer for your AI tools
Enterprise search over your tools
How it gets your data
Your AI writes the signal; you connect nothing
Connectors crawl and index everything
Where you use it
Any MCP client (Claude Code, Cursor, ChatGPT, Gemini CLI, Windsurf, Copilot)
Inside Glean's own app
What it stores
A curated graph, scoped and confirmed
A searchable copy of everything
Direction
Read and write: your AI logs work back
Read: search and answer
Structure
Company, Products, Teams, Projects, Me
Index of documents
Best fit
Teams who want every AI tool on the same page
Large orgs wanting one search surface

Honest take

When to use which

Use Glean when

You want one searchable surface over all company knowledge, with answers and citations inside a dedicated app.

Use BaseThread when

You want the AI tools your team already uses to share one current context, without adding another app to search in.

FAQ

BaseThread vs Glean, answered

BaseThread is an alternative for teams who don't want enterprise search. Glean indexes everything across your tools and answers inside its own app. BaseThread gives the AI tools your team already uses (Claude Code, Cursor, ChatGPT) one shared, current context over MCP, without crawling or copying your tools.

Bring your whole team onto one shared context

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BaseThread, featured on Smol Launch