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Glean

Glean MCP Server

Built by Vinkius GDPR ToolsFree for Subscribers

Empower enterprise search via Glean — search across all SaaS apps, retrieve AI answers, manage custom indexing, and handle chat directly from any AI agent.

Vinkius supports streamable HTTP and SSE.

AI AgentVinkius
High Security·Kill Switch·Plug and Play
Glean
Fully ManagedVinkius Servers
60%Token savings
High SecurityEnterprise-grade
IAMAccess control
EU AI ActCompliant
DLPData protection
V8 IsolateSandboxed
Ed25519Audit chain
<40msKill switch
Stream every event to Splunk, Datadog, or your own webhook in real-time

* Every MCP server runs on Vinkius-managed infrastructure inside AWS - a purpose-built runtime with per-request V8 isolates, Ed25519 signed audit chains, and sub-40ms cold starts optimized for native MCP execution. See our infrastructure

What is the Glean MCP Server?

The Glean MCP Server gives AI agents like Claude, ChatGPT, and Cursor direct access to Glean via 10 tools. Empower enterprise search via Glean — search across all SaaS apps, retrieve AI answers, manage custom indexing, and handle chat directly from any AI agent. Powered by the Vinkius - no API keys, no infrastructure, connect in under 2 minutes.

Built-in capabilities (10)

autocompletechat_completioncustom_requestdelete_documentget_answerget_suggestionsindex_documentsearch_datasourcesearch_docssearch_people

Tools for your AI Agents to operate Glean

Ask your AI agent "Search for 'Q2 hiring plan' in all apps" and get the answer without opening a single dashboard. With 10 tools connected to real Glean data, your agents reason over live information, cross-reference it with other MCP servers, and deliver insights you would spend hours assembling manually.

Works with Claude, ChatGPT, Cursor, and any MCP-compatible client. Powered by the Vinkius - your credentials never touch the AI model, every request is auditable. Connect in under two minutes.

Why teams choose Vinkius

One subscription gives you access to thousands of MCP servers - and you can deploy your own to the Vinkius Edge. Your AI agents only access the data you authorize, with DLP that blocks sensitive information from ever reaching the model, kill switch for instant shutdown, and up to 60% token savings. Enterprise-grade infrastructure and security, zero maintenance.

Build your own MCP Server with our secure development framework →

Vinkius works with every AI agent you already use

…and any MCP-compatible client

CursorClaudeOpenAIVS CodeCopilotGoogleLovableMistralAWSCursorClaudeOpenAIVS CodeCopilotGoogleLovableMistralAWS

Glean MCP Server capabilities

10 tools
autocomplete

Retrieve explicit Cloud logging tracing explicit Vault limits

chat_completion

Dispatch an automated validation check routing explicit Gateway history

custom_request

` merging physical POST arrays strictly. Identify precise active arrays spanning native Hold parsing

delete_document

Inspect deep internal arrays mitigating specific Plan Math

get_answer

Enumerate explicitly attached structured rules exporting active Billing

get_suggestions

Irreversibly vaporize explicit validations extracting rich Churn flags

index_document

Identify precise active arrays spanning native Gateway auth

search_datasource

g. Perform structural extraction of properties driving active Account logic

search_docs

Identify bounded CRM records inside the Headless Glean Platform

search_people

Provision a highly-available JSON Payload generating hard Customer bindings

What the Glean MCP Server unlocks

Connect your Glean enterprise account to any AI agent and take full control of your corporate-wide knowledge discovery and AI-powered workspace through natural conversation.

What you can do

  • Corporate Discovery Orchestration — Identify bounded CRM records and extract explicitly attached REST arrays targeting /search to find knowledge mapped across all SaaS applications natively
  • Live AI Answer Retrieval — Enumerate explicitly attached structured rules to fire RAG mechanisms, returning pure AI-generated blocks distilled from your company data limitlessly
  • Multi-Source Filtering — Perform structural extraction of properties by hardcoding explicit filters parsing only specific datasources like Jira, Confluence, or Slack nodes synchronousy
  • People & Identity Discovery — Retrieve corporate active directory information, matching user skills, roles, and names directly to generate hard customer bindings natively
  • Intelligent Chat Orchestration — Commands explicit REST targets checking /chat to manage ongoing text streams while maintaining historical thread mapping for complex reasoning
  • Knowledge Ingestion & Indexing — Upload massive custom text properties directly routing into corporate search logic to verify internal documentation boundaries securely
  • Predictive Autocomplete — Discovers disconnected physical limits executing /autocomplete to predict precise page destinations from partial prefixes flawlessly
  • Data Deletion Oversight — Explains explicitly mapped arrays checking /delete to remove indexed documents permanently and block future retrieval vectors

How it works

1. Subscribe to this server
2. Enter your Glean Domain (e.g., 'yourcompany') and API Token (found in your Glean Admin Settings)
3. Start searching your company's knowledge from Claude, Cursor, or any MCP-compatible client

Who is this for?

  • Knowledge Workers & Researchers — quickly find documentation and answers across all company apps without manual searching
  • HR & Ops Teams — search for people by skills or roles and monitor trending company content using natural language
  • Developers — index custom documentation and test AI chat workflows directly from the IDE or chat interface
  • Leadership Teams — audit organizational knowledge and verify AI-generated answers in real-time

Frequently asked questions about the Glean MCP Server

01

Can my agent get direct AI answers based on my company's data via Glean?

Yes. Use the 'get_answer' tool. It fires Glean's internal RAG mechanisms to retrieve a pure AI-generated response distilled from your indexed company knowledge flawlessly.

02

How do I search for experts in my company by their skills via chat?

Use the 'search_people' tool. The agent will retrieve information from your corporate active directory, matching user profiles, skills, and names to help you find the right colleague natively.

03

Can I index my own custom documents in Glean through the agent?

Absolutely. Use the 'index_document' tool. Provide a JSON object defining the ID, Title, and text content. The agent will route the payload into Glean's search logic synchronously.

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