Glean

Name: Glean
Brand: Glean
Rating: 4.5 (472 reviews)

Glean is a business-focused AI platform for workplace knowledge that provides enterprise search across internal systems, an AI assistant grounded in company data, and agentic workflow automation to retrieve, summarize, and act on organizational knowledge.

Est 2019|Valuation $7.2B|Raised $765.3M|99 Ref Customers

LinkedIn 237K|Website|Web traffic 1.4M|FTEs 1,400|HQ Palo Alto, CA

MarketsAI Assistant

01Competitive Landscape

| Aspect | Glean MCP Gateway | Docker MCP Gateway | Composio MCP Gateway | |---|---|---|---| | Starting Price | Not publicly listed for MCP Gateway specifically; typically sales-led and seat-based via vendor licensing channels | Open source project and documentation are publicly available; enterprise product pricing is not shown in public sources | Vendor publishes tiered pricing and emphasizes usage-based plans and credits | | Recommended For | Enterprises seeking a centralized, permission-aware context and tool surface tied to an enterprise knowledge layer | Dev/Ops and engineering teams seeking container isolation and local/controlled execution of MCP servers | Builders who want a managed tool catalog and a gateway combining managed tools with their own MCP servers | | Key Strength | Precomputed enterprise index/knowledge graph combined with centralized governance and observability (vendor claim) | Isolation via containers and developer-focused workflows | Entry-level pricing clarity and a usage-based approach | | Key Weakness | Pricing opacity and dependence on adopting the vendor’s platform | Not primarily an enterprise knowledge graph / enterprise search layer | May not provide the same enterprise-wide knowledge graph and permissioned context layer |

Narrative analysis

- Direct competitors and their key differentiators - Docker MCP Gateway - Differentiates on secure execution via containerized MCP servers and isolation controls; positioned as infrastructure for running tool servers with emphasis on isolation. - Workato (enterprise automation/iPaaS with MCP) - Positions MCP as part of an enterprise automation platform with usage measured in MCP calls. - Zapier MCP - Integrates MCP concepts into a broad integration ecosystem and may be attractive to teams already standardized on Zapier. - Composio MCP Gateway - Positions as a unified gateway for managed tools and customer-provided MCP servers, with entry-tier and usage-based pricing models. - Microsoft 365 Copilot (adjacent competitor) - Provides assistant/search-like features within Microsoft 365; vendors sometimes compare cross-company context solutions versus within-Microsoft processing. - Feature comparison: where this product excels vs lags behind? - Likely to be a stronger fit when: - The buyer requires a centralized enterprise context layer across many apps and wants agents/IDE tools to query that layer consistently. - The organization requires permission inheritance and centralized governance for tool invocation. - Likely to be a weaker fit when: - The buyer primarily needs sandboxed tool execution or local developer workflows where container isolation is the priority. - The buyer’s primary need is workflow automation breadth and a large catalog of action primitives. - Pricing comparison: value proposition vs alternatives - Glean’s pricing is typically seat-based and primarily sales-led; alternatives include open-source (Docker) or usage-based (Composio) approaches that may be more accessible for small teams or developer-led pilots. - Market share and adoption trends - Publicly verifiable MCP Gateway–specific adoption metrics were not available in the neutral sources reviewed for this report.

01Competitive Landscape

Aspect	Glean MCP Gateway	Docker MCP Gateway	Composio MCP Gateway
Starting Price	Not publicly listed for MCP Gateway specifically; typically sales-led and seat-based via vendor licensing channels	Open source project and documentation are publicly available; enterprise product pricing is not shown in public sources	Vendor publishes tiered pricing and emphasizes usage-based plans and credits
Recommended For	Enterprises seeking a centralized, permission-aware context and tool surface tied to an enterprise knowledge layer	Dev/Ops and engineering teams seeking container isolation and local/controlled execution of MCP servers	Builders who want a managed tool catalog and a gateway combining managed tools with their own MCP servers
Key Strength	Precomputed enterprise index/knowledge graph combined with centralized governance and observability (vendor claim)	Isolation via containers and developer-focused workflows	Entry-level pricing clarity and a usage-based approach
Key Weakness	Pricing opacity and dependence on adopting the vendor’s platform	Not primarily an enterprise knowledge graph / enterprise search layer	May not provide the same enterprise-wide knowledge graph and permissioned context layer

Narrative analysis

Direct competitors and their key differentiators
- Docker MCP Gateway
  - Differentiates on secure execution via containerized MCP servers and isolation controls; positioned as infrastructure for running tool servers with emphasis on isolation.
- Workato (enterprise automation/iPaaS with MCP)
  - Positions MCP as part of an enterprise automation platform with usage measured in MCP calls.
- Zapier MCP
  - Integrates MCP concepts into a broad integration ecosystem and may be attractive to teams already standardized on Zapier.
- Composio MCP Gateway
  - Positions as a unified gateway for managed tools and customer-provided MCP servers, with entry-tier and usage-based pricing models.
- Microsoft 365 Copilot (adjacent competitor)
  - Provides assistant/search-like features within Microsoft 365; vendors sometimes compare cross-company context solutions versus within-Microsoft processing.
Feature comparison: where this product excels vs lags behind?
- Likely to be a stronger fit when:
  - The buyer requires a centralized enterprise context layer across many apps and wants agents/IDE tools to query that layer consistently.
  - The organization requires permission inheritance and centralized governance for tool invocation.
- Likely to be a weaker fit when:
  - The buyer primarily needs sandboxed tool execution or local developer workflows where container isolation is the priority.
  - The buyer’s primary need is workflow automation breadth and a large catalog of action primitives.
Pricing comparison: value proposition vs alternatives
- Glean’s pricing is typically seat-based and primarily sales-led; alternatives include open-source (Docker) or usage-based (Composio) approaches that may be more accessible for small teams or developer-led pilots.
Market share and adoption trends
- Publicly verifiable MCP Gateway–specific adoption metrics were not available in the neutral sources reviewed for this report.