Glean Developer Platform

MCP Remote Server: Now Generally Available

Connect Claude Desktop, Cursor, Windsurf, and 20+ AI tools to your secure enterprise data in 5 minutes. One server URL unlocks your entire knowledge base — no code required.

• One connection, universal access – Works with Claude Desktop, Cursor, VS Code, Windsurf, ChatGPT, and more
• Enterprise-grade security – Respects your company's access controls automatically
• 5-minute setup – Just add server URL to any MCP client

Get Started with MCP

Search and Chat with Your Data

Connect your company data and ship AI-powered chat in minutes. Glean's APIs are permission-aware from day one and scale with your security requirements.

• Instant answers from everywhere – Query docs, messages, tickets, and wikis in one API call
• Your permissions, preserved – Automatic access control based on user identity
• Deploy anywhere – Power chatbots, search bars, or AI assistants in any app

Learn about the Chat API

import os
from glean import Glean, models

with Glean(
    instance='acme',
    api_token=os.getenv('GLEAN_API_TOKEN', ''),
) as g:
    res = g.client.chat.create(
        messages=[
            {
                'fragments': [
                    models.ChatMessageFragment(
                        text='What are the company holidays this year?',
                    )
                ],
            }
        ]
    )

Run AI Agents

Run intelligent agents that orchestrate workflows, reason over your enterprise knowledge, and automate complex tasks across your organization.

• Multi-step reasoning – Agents that plan, execute, and iterate on complex workflows
• Enterprise knowledge at their fingertips – Full access to your organization's data and context
• Automate anything – From sales reports to IT tickets to HR processes

Explore Agent APIs

import os
from glean import Glean, models

with Glean(
    instance='acme',
    api_token=os.getenv('GLEAN_API_TOKEN', ''),
) as g:
    agent_run = g.client.agents.create_and_stream_run(
        agent_id='sales-assistant',
        messages=[
            {
                'fragments': [
                    models.ChatMessageFragment(
                        text='Generate a sales report for Q4 2024',
                    )
                ],
            }
        ]
    )

Connect Any Data Source

Bring any data source into Glean with our powerful indexing APIs. Bulk upload documents, sync in real-time, and define custom properties.

• Bulk or streaming, your choice – Upload millions of documents or sync in real-time
• Your schema, your way – Define custom properties, relationships, and metadata
• Battle-tested at scale – Powers search across 100+ data sources for Fortune 500 companies

View Indexing APIs

import os
from glean import Glean, models

with Glean(
    instance='acme',
    api_token=os.getenv('GLEAN_INDEXING_TOKEN', ''),
) as g:
    document = models.DocumentDefinition(
        id='doc-123',
        title='Q4 Sales Report',
        body='Our Q4 performance exceeded expectations...',
        datasource='internal-docs'
    )
    
    g.indexing.index_document(document=document)

Connect your AI coding assistant to Glean's developer documentation via MCP for instant access to API references and guides. Get started.

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Build AI Agents

Create and orchestrate intelligent agents that reason over enterprise knowledge and automate work.

Leverage Your Data

Use Glean's APIs and client libraries to search, chat, and embed Work AI in your own apps.

Create Connectors

Bring any source into Glean with our connector framework and indexing API.