Glean
Search, automate, and act on your data
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.
Key features
wire tools together and run multi-step jobs
first-party connectors, no middleware required
autonomous multi-step actions
official SDK
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.
Agentic stack profile
MCP serverYesLive 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 →APIRESTProgrammatic access available.
REST API — straightforward to call from any agent or workflow tool. Rate limits and auth vary by plan.
API docs →Agentic readinessNativeBuilt 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 roleOrchestratorWhere 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.
Glean alternatives
Tools that solve a similar problem — compared at a glance.
- Pricing
- Custom
- Budget
- $$$$
- Best for
- GTM Engineer, RevOps
- Readiness
- Native
- MCP
- Yes
- API
- REST
- Pricing
- Freemium
- Budget
- $
- Best for
- Founder, GTM Engineer
- Readiness
- Native
- MCP
- Yes
- API
- REST
- Pricing
- Freemium
- Budget
- $
- Best for
- GTM Engineer, Founder
- Readiness
- Native
- MCP
- Yes
- API
- REST
Frequently asked questions
Does Glean have an MCP server?
Yes — Glean exposes a Model Context Protocol server. Glean's Remote MCP Server provides instant access to an organization's data via MCP-compatible hosts, enabling agents to connect to company knowledge through a secure endpoint. It supports tools like `read_memory` for personalized context. See the MCP docs at https://developers.glean.com/guides/mcp/.
Does Glean have a public API?
Yes — Glean ships a REST API. Docs: https://developers.glean.com/api/indexing-api/index-documents.
How much does Glean cost?
Glean: pricing is custom, expect enterprise tier ($$$$) 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.