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Tool change history

Glean changes and buying impact

This makes Glean more defensible as a governed enterprise context platform even for companies that do not want to standardize on one assistant, because it can feed Claude Code, Cursor, Copilot, ChatGPT, and other MCP hosts from one permission-aware layer.

Tracked changes

1

Latest detected

Jan 27, 2026

High-priority

1

Affected comparisons

2

Quick answer

This makes Glean more defensible as a governed enterprise context platform even for companies that do not want to standardize on one assistant, because it can feed Claude Code, Cursor, Copilot, ChatGPT, and other MCP hosts from one permission-aware layer.

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Check whether pricing assumptions and affected comparisons still hold, then save the tool to a watchlist.

Evidence status

Each change includes the detected date, severity, buyer impact, and affected comparisons.

Last verified: Aug 10, 20263 official sources
Visit official siteGlean MCP serversGlean product overviewMethodology

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Compare Glean vs ChatGPTCompare Glean vs Atlassian RovoCalculate Glean team costs

Timeline

Changes that can affect the buying call

Pricing, feature, limit, and policy changes are interpreted for rollout, renewal, and shortlist decisions.

Jan 27, 2026highmajor updateUpdate

Glean expanded its open agent platform with MCP and third-party agent interoperability

Glean's January 27, 2026 update positioned it as an open horizontal work AI platform with MCP, LangChain, LangGraph, and OpenAI Agents SDK interoperability, plus a secure knowledge layer for other assistants and agents.

Buyer impact: This makes Glean more defensible as a governed enterprise context platform even for companies that do not want to standardize on one assistant, because it can feed Claude Code, Cursor, Copilot, ChatGPT, and other MCP hosts from one permission-aware layer.

Glean vs ChatGPTGlean vs Atlassian Rovo

Next reads

Comparisons connected to this tool

Use these routes when this tool is already on the shortlist and you need a side-by-side call.

PricingGlean pricing guideGlean does not behave like a simple published per-seat subscription in this catalog; treat it as a custom enterprise deployment where connector scope, security posture, rollout size, and support needs drive the quote.CompareGlean vs ChatGPTChatGPT Pro split into $100 and $200 individual tiers, while the Glean comparison remains about governed enterprise search and workplace connectors rather than personal usage headroom.CompareGlean vs Atlassian RovoGlean's MCP and open-agent push make it more compelling as a horizontal enterprise context layer. Atlassian's current Rovo model is now clearer: core Rovo rides paid Jira, Confluence, Service Collection / JSM, and Teamwork Collection plans with pooled credit and indexed-object allowances, core Rovo over-allowance usage is not currently billed, and Rovo Dev remains a separate $20/developer coding seat with its own paid extra usage and admin-set limits. The split is openness and governance versus bundle fit, allowance math, and Atlassian-native rollout.BestBest enterprise AI tools when governance changes the decisionUse this list when the purchase is an enterprise AI rollout, not a single-user assistant choice. It weighs permissions-aware retrieval, admin control, and whether the rollout needs to stay inside an existing enterprise suite standard.BestBest AI tools for team knowledge workflowsUse this list when the team knowledge problem is practical: where documents live, how easily people retrieve context, and whether that knowledge turns into day-to-day follow-through. The ranking favors tools that make that loop easier, not just general assistants.