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Glean MCP Server for VS Code CopilotGive VS Code Copilot instant access to 12 tools to Autocomplete, Bulk Index Documents, Chat, and more

Built by Vinkius GDPR 12 Tools IDE

GitHub Copilot in VS Code is the most widely adopted AI coding assistant, embedded directly into the world's most popular code editor. With MCP support in Agent mode, Copilot can access external data and APIs to generate context-aware code grounded in real-time information.

Use with Your AI Agent

Ask AI about this App Connector for VS Code Copilot

Open in ChatGPT Open in Claude Open in Perplexity

The Glean app connector for VS Code Copilot is a standout in the Productivity category — giving your AI agent 12 tools to work with, ready to go from day one.

Vinkius delivers Streamable HTTP and SSE to any MCP client

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Vinkius Desktop App

The modern way to manage MCP Servers — no config files, no terminal commands. Install Glean and 3,400+ MCP Servers from a single visual interface.

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Download Free Open SourceNo signup required
Classic Setup·json
{
  "mcpServers": {
    "glean-alternative": {
      "url": "https://edge.vinkius.com/[YOUR_TOKEN_HERE]/mcp"
    }
  }
}
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

About Glean MCP Server

Connect your Glean workspace to any AI agent and unlock enterprise knowledge through natural conversation.

GitHub Copilot Agent mode brings Glean data directly into your VS Code workflow. With a project-scoped config, the entire team shares access to 12 tools. Copilot queries live data, generates typed code, and writes tests from actual API responses, all without leaving the editor.

What you can do

  • Universal Search — Search across all connected data sources (Confluence, Slack, Google Drive, Jira, and more) from a single query
  • Datasource Filtering — Focus searches on a specific connected platform for targeted results
  • People Search — Find employees by name, role, expertise, or department across your organization
  • Document Management — Index new documents, bulk-index batches, retrieve document metadata, and remove outdated content
  • Curated Collections — Browse and inspect curated content collections for onboarding, policies, and shared knowledge
  • AI Chat — Ask questions to Glean's AI assistant, which generates answers grounded in your organization's knowledge base
  • Autocomplete — Get intelligent search suggestions based on organizational knowledge as you type

The Glean MCP Server exposes 12 tools through the Vinkius. Connect it to VS Code Copilot in under two minutes — no API keys to rotate, no infrastructure to provision, no vendor lock-in. Your configuration, your data, your control.

All 12 Glean tools available for VS Code Copilot

When VS Code Copilot connects to Glean through Vinkius, your AI agent gets direct access to every tool listed below — spanning enterprise-search, unified-search, people-discovery, and more. Every call is secured with network, filesystem, subprocess, and code evaluation entitlements inside a sandboxed runtime. Beyond a simple connection, you get a full AI Gateway with real-time visibility into agent activity, enterprise governance, and optimized token usage.

autocomplete

Autocomplete suggestions

bulk_index_documents

Bulk index documents

chat

AI chat

check_glean_status

Verify connectivity

delete_document

Delete a document

get_collection

Get collection details

get_document

Get document details

index_document

Index a document

list_collections

List collections

search

Search across all content

search_by_datasource

g., Confluence, Slack, Google Drive). Search in specific datasource

search_people

Search people

Connect Glean to VS Code Copilot via MCP

Follow these steps to wire Glean into VS Code Copilot. The entire setup takes under two minutes — your credentials stay safe behind the Vinkius.

01

Create MCP config

Create a .vscode/mcp.json file in your project root
02

Add the server config

Paste the JSON configuration above
03

Enable Agent mode

Open GitHub Copilot Chat and switch to Agent mode using the dropdown
04

Start using Glean

Ask Copilot: "Using Glean, help me...". 12 tools available

Why Use VS Code Copilot with the Glean MCP Server

GitHub Copilot for Visual Studio Code provides unique advantages when paired with Glean through the Model Context Protocol.

01

VS Code is used by over 70% of developers. adding MCP tools to Copilot means your team can leverage external data without leaving their primary editor

02

Project-scoped MCP configs (`.vscode/mcp.json`) let you commit server configurations to your repository, ensuring the entire team shares the same tool access

03

Copilot's Agent mode integrates MCP tools seamlessly with file editing, terminal commands, and workspace search in a single agentic loop

04

GitHub's enterprise compliance and audit features extend to MCP tool usage, providing visibility into how AI interacts with external services

Glean + VS Code Copilot Use Cases

Practical scenarios where VS Code Copilot combined with the Glean MCP Server delivers measurable value.

01

Live API integration: Copilot can query an MCP server, inspect the response schema, and generate typed API client code in the same step

02

DevSecOps workflows: security teams can give developers access to domain intelligence tools directly in their editor for real-time vulnerability assessment during code review

03

Data pipeline development: Copilot fetches sample data via MCP and generates transformation scripts, validators, and test fixtures from actual API responses

04

Documentation generation: Copilot queries available tools and auto-generates README sections, API reference docs, and usage examples

Example Prompts for Glean in VS Code Copilot

Ready-to-use prompts you can give your VS Code Copilot agent to start working with Glean immediately.

01

"Search for our deployment runbook and the on-call rotation schedule."

02

"Ask the AI assistant: What is our company's refund policy for enterprise customers?"

03

"Find the engineering lead for the payments team and search Slack for recent discussions about PCI compliance."

Troubleshooting Glean MCP Server with VS Code Copilot

Common issues when connecting Glean to VS Code Copilot through the Vinkius, and how to resolve them.

01

MCP tools not available

Ensure you are in Agent mode in Copilot Chat. MCP tools only appear in Agent mode.

Glean + VS Code Copilot FAQ

Common questions about integrating Glean MCP Server with VS Code Copilot.

01

Which VS Code version supports MCP?

MCP support requires VS Code 1.99 or later with the GitHub Copilot extension. Ensure both are updated to the latest version. Older versions of Copilot may not expose the Agent mode toggle.
02

How do I switch to Agent mode?

Open the Copilot Chat panel and look for two mode options: "Ask" and "Agent". Click "Agent" to enable autonomous tool calling. In Ask mode, Copilot provides conversational answers but cannot invoke MCP tools.
03

Can I restrict which MCP tools Copilot can access?

Yes. VS Code shows a tool consent dialog before any MCP tool is invoked for the first time. You can also configure tool access policies at the organization level through GitHub Copilot settings.
04

Does MCP work in VS Code Remote or Codespaces?

Yes. MCP servers configured via .vscode/mcp.json work in Remote SSH, WSL, and GitHub Codespaces environments. The MCP connection is established from the remote host, so ensure the server URL is accessible from that environment.