Glean

Enterprise AI that finds answers and takes action in your work tools

Glean is an enterprise work AI platform for finding information, grounding LLMs in company context, and taking actions through connected tools. The March 2026 updates highlight MCP-based integrations and security controls for agent deployments.

Agenticness = how independently a tool can take action, scored across 9 dimensions. Scored independently by David Kooi, Skylark Creations — see full rubric →

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Enterprise

Integrations

B2B

MCP Support

RAG

For Teams

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Recent activity

What's happened with Glean lately

May 23, 2026
Score change
Rubric upgrade v3_0 → v3.1: score 8/32 → 13/368 → 13/36(+5)
Rubric upgrade: agenticness v3.0 (8 dims, /32) → v3.1 (9 dims, /36). Adds Dim 9 (Operator Sovereignty), splits Dim 6 into 6a/6b lenses, tightens Dim 4 autonomous-retry distinction. Not a product change — score shift reflects new dimension + recalibrated rubric, not a change in the tool. Fanout suppressed.
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News mentions sourced from our news feed; score changes from periodic re-evaluations.

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About

What It Is

Glean is an enterprise AI platform built around workplace search, assistant workflows, and AI agents. Based on the product pages, it is aimed at teams and larger organizations that want AI grounded in internal company information rather than a standalone chatbot experience.

What to Know

The strongest signal from the crawled content is that Glean is designed for governed enterprise AI: it emphasizes security, agent guardrails, and controls that extend across integrations. That makes it a better fit for organizations that need...

Key Features

Grounds ChatGPT and Claude in company context

Supports a remote MCP server

Expands Assistant and Agents with third-party tools via MCP

Provides enterprise AI security and governance content

Includes agent guardrails and sensitive-content protections

Use Cases

Enterprise teams searching across internal knowledge sources and work apps

Security and IT leaders governing AI agent deployments

Organizations connecting external tools into assistant and agent workflows

Agenticness: Guided Assistant

Executes tasks you assign, one step at a time, within narrow domains.

High evidence

Last evaluated: Jul 31, 2026

Dimension Breakdown

Action Capability

Autonomy

Planning

Adaptation

State & Memory

Reliability

Interoperability

Safety

Operator Sovereignty

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