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Glean

Search, automate, and act on your data

Workflow
For AI agents
MCPAPINative readiness
About

What is Glean

Glean connects to an enterprise's existing data — Slack, GitHub, Jira, Google Drive, and more — and layers search, AI assistants, and autonomous agents on top of it in a single platform. It's built for GTM engineers and RevOps teams at mid-market and enterprise companies who need to surface institutional knowledge and automate repetitive work without building custom pipelines from scratch. The standout capability is the Enterprise Graph, which maps relationships between data points across systems so queries return contextually relevant answers rather than keyword matches. Glean also enforces existing permissions at query time, meaning users only see content they're already authorized to access. Where it falls short is depth of customization for teams with highly specific workflow logic — the low-code builders cover common patterns, but complex, branching automations will likely require engineering resources to extend.

Workflow
Capabilities

Key features

Workflow automation

wire tools together and run multi-step jobs

Native team chat integration

first-party connectors, no middleware required

AI capabilities

autonomous multi-step actions

Also ships

official SDK

Our verdict

Vanderbuild take

For GTM engineers and RevOps teams at scale-up or enterprise companies, Glean is one of the few workflow automation platforms that treats enterprise search and agentic execution as the same problem rather than two separate products. The agentic readiness here is native — Glean ships an MCP server, which means you can wire it directly into an AI orchestration layer and have agents query, retrieve, and act on company data without building a custom middleware layer. Pricing is enterprise-tier with custom contracts and usage-based billing, so expect procurement involvement and a real budget conversation before you get to production. The honest limitation is that Glean is a horizontal platform, not a vertical one — if your RevOps workflow requires deep CRM-native logic or tightly scoped sales pipeline automation, you'll find yourself working around its generalist architecture rather than with it.

Mateusz Sekta
Founder, vanderbuild
Learn more

Our Resources

The wedge

Agentic stack profile

MCP server
Yes

Live MCP server — agents can call this tool directly.

Glean's Remote MCP Server provides instant access to an organization's data via MCP-compatible hosts, enabling agents to connect to company knowledge through a secure endpoint. It supports tools like `read_memory` for personalized context.

Open MCP →
API
REST

Programmatic access available.

REST API — straightforward to call from any agent or workflow tool. Rate limits and auth vary by plan.

API docs →
Agentic readiness
Native

Built for agents from the ground up.

MCP server + agent-friendly API + at least one autonomous workflow out of the box. The bar for 'Native' is high — only a handful of tools currently qualify.

Stack role
Orchestrator

Where this tool slots into an agentic pipeline.

Plays the role of Orchestrator in an agentic pipeline. Use it to tie multiple tools and AI calls together in one workflow.

Compare

Glean alternatives

Tools that solve a similar problem — compared at a glance.

Glean(this tool)
Pricing
Custom
Budget
$$$$
Best for
GTM Engineer, RevOps
Readiness
Native
MCP
Yes
API
REST
Airtable
Pricing
Freemium
Budget
$
Best for
Founder, GTM Engineer
Readiness
Native
MCP
Yes
API
REST
Make
Pricing
Freemium
Budget
$
Best for
GTM Engineer, Founder
Readiness
Native
MCP
Yes
API
REST
Answers

Frequently asked questions

Does Glean have an MCP server?

Yes — Glean exposes a Model Context Protocol server. Glean's Remote MCP Server provides instant access to an organization's data via MCP-compatible hosts, enabling agents to connect to company knowledge through a secure endpoint. It supports tools like `read_memory` for personalized context. See the MCP docs at https://developers.glean.com/guides/mcp/.

Does Glean have a public API?

Yes — Glean ships a REST API. Docs: https://developers.glean.com/api/indexing-api/index-documents.

How much does Glean cost?

Glean: pricing is custom, expect enterprise tier ($$$$) spend. Full pricing page: https://www.glean.ai/plans.

Who is Glean best for?

Glean is built for GTM Engineer, RevOps. Fits Enterprise, Mid-market (50-500)-sized teams.

How well does Glean fit an agentic sales stack?

Tier: Native. Has both an MCP server and an agent-friendly API — drops into an agentic stack with minimal glue code.