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Cortex MCP vs Glean: Which is Better in 2026?

Choosing between Cortex MCP and Glean comes down to understanding what each tool does best. This comparison breaks down the key differences so you can make an informed decision based on your specific needs, not marketing claims.

Bottom line: Glean is our overall pick for productivity workflows. Pick Cortex MCP if you need AI agents.

··Methodology
Editor reviewed0 verified reviews comparedPricing checked Aug 2026

Short on time? Here's the quick answer

We've tested both tools. Here's who should pick what:

Cortex MCP

Your engineering knowledge, instantly accessible via natural language

Best for you if:

  • • You want to try before committing
  • • You need AI agents features specifically
  • • You need your engineering knowledge, instantly accessible via natural language
  • • You want to start free and upgrade later

Glean

Connects all your company knowledge for AI-powered search

Best for you if:

  • • You need productivity features specifically
  • AI search across all work apps
  • Find information across company tools
At a Glance
Cortex MCPCortex MCP
GleanGlean
Starts at
FreeFree tier available
Custom
Best For
AI AgentsProductivity
Rating
-4.3/5
Free plan
Yes No

Choose Cortex MCP or Glean?

Cortex MCP

Choose Cortex MCP if

Your engineering knowledge, instantly accessible via natural language

  • You want a free tier before you commit
  • Your work is AI agents-shaped, not productivity-shaped
Glean

Choose Glean if

Connects all your company knowledge for AI-powered search

  • 100+ integrations
  • Real-time permissions
  • Enterprise-grade security
  • Your work is productivity-shaped, not AI agents-shaped
FeatureCortex MCPGlean
Pricing ModelFreemiumPaid
User RatingNo ratings yet
4.3/5
69 reviews
Categories
AI AgentsKnowledge Base
ProductivityAI Assistants

In-Depth Analysis

Cortex MCPCortex MCP

Your engineering knowledge, instantly accessible via natural language

Key features

Query catalog entities including services, libraries, domains and infrastructure resourcesResolve ownership and team assignment for any entityRead scorecard results against engineering standardsTrack initiative progress and the entities still outstandingSurface entity documentation, runbooks and service dependenciesRetrieve recent deployment context for a service
Starts at Free

GleanGlean

Connects all your company knowledge for AI-powered search

Strengths

  • +100+ integrations
  • +Real-time permissions
  • +Enterprise-grade security

Weaknesses

  • -Enterprise pricing only
  • -Complex setup

Key features

Enterprise searchAI assistantKnowledge managementIntegrationsSecurityAnalytics
Starts at Custom

Value 65/100. Glean's pricing is expensive, starting at ~$50+/user/month for their Enterprise tier with a minimum of ~$50-60K/year, and an additional +$15/user/month for Work AI.

Watch out: Minimum 100 user requirement for Enterprise

Pricing: Cortex MCP vs Glean

PlanCortex MCPGlean
Tier 1N/A
Contact Sales
Enterprise
Tier 2N/A
Contact Sales
Work AI Add-on

Pricing verified from each vendor's public pricing page. Compare in detail on Cortex MCP pricing and Glean pricing.

Who Should Use What?

On a budget?

Cortex MCP has a free tier. Glean is paid only.

Go with: Cortex MCP

Want the highest-rated option?

Glean is rated 4.3/5. Cortex MCP has no ratings yet.

Go with: Glean

Value user reviews?

Cortex MCP: no ratings yet. Glean: 69 reviews (4.3/5).

Go with: Glean

3 Questions to Help You Decide

1

What's your budget?

Cortex MCP is freemium. Glean is paid. Cortex MCP lets you start free.

2

What's your use case?

Cortex MCP is a AI agents tool. Glean is in productivity. Pick the category that matches your needs.

3

How important are ratings?

Glean is rated 4.3/5; Cortex MCP has no ratings yet.

Key Takeaways

Glean

  • Our pick for this comparison

Cortex MCP

  • Has a free tier
  • Better fit for AI agents

The Bottom Line

Glean is our pick. Cortex MCP has a free tier if you want to test without paying.

Frequently Asked Questions

Is Cortex MCP or Glean better?

Glean is rated in our evaluation. Cortex MCP is freemium and Glean is paid.

What are Cortex MCP and Glean used for?

Cortex MCP: Your engineering knowledge, instantly accessible via natural language. Glean: Connects all your company knowledge for AI-powered search.

What does Cortex MCP cost vs Glean?

Cortex MCP is freemium (free tier + paid plans). Glean is a paid tool. Visit their websites for detailed pricing.

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