Model Context Protocol (MCP) Integration

Connect Gemini (CLI & Web) directly to GitLab

Search your GitLab history, sync documents, and run background agents with GreatArrow.ai's secure, zero-config Model Context Protocol (MCP) server.

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Why use GreatArrow.ai?

Instead of running local scripting proxies or dealing with complex API tokens on every machine, GreatArrow.ai handles credentials, rate limiting, and background synchronizations in a secure multi-tenant environment.

Retrieve real-time data from GitLab directly in your AI chat

Full security and compliance: workspace-isolated tokens, OAuth 2.1 authentication, and append-only audits

Execute complex actions and automate workflows with multi-agent coordination

Persistent, optimized semantic search (pgvector) over sync logs and documents

GitLab Integration

Status: Enterprise Ready

Active

Row-Level Security & Encrypted tokens

Tokens are encrypted via AES-256-GCM. We never store raw credentials in memory or logs.

Real-Time Webhook Subscriptions

Instantly receives events from GitLab and streams context directly to your active AI session.

Step-by-Step Setup: Connect Gemini (CLI & Web) to GitLab

Set up persistent, multi-tenant memory with Gemini (CLI & Web) in just three quick steps.

1. Create Your Account

2. Connect your GitLab account

Navigate to /integrations, select GitLab, and approve the OAuth consent dialog. We sync updates in real-time.

3. Link Gemini (CLI & Web)

Go to GreatArrow.ai/install, pick your AI, and follow the ~30-second guided connect. In Gemini on the web, open Settings & help → Connected apps and paste https://www.greatarrow.ai/api/mcp. For the Gemini CLI, the guided installer supplies your workspace token in the canonical user-scoped command below (the public example keeps the token placeholder).

Snippet

gemini mcp add --transport http --scope user great-arrow https://www.greatarrow.ai/api/mcp --header "Authorization: Bearer gad_PASTE_YOUR_TOKEN" --header "X-MCP-Client: gemini-cli" --header "X-GAD-Install-Version: 2026.08.08"

Frequently Asked Questions

Is my data secure?

Yes. GreatArrow.ai uses Row Level Security (RLS) on all database tables, so data is isolated by design. Workspace integration credentials are encrypted at rest with AES-256-GCM.

Does this require any local installation?

It supports both methods: you can use our zero-config cloud MCP proxy, or run our lightweight CLI wrapper locally if you prefer not to open ingress ports.

Which AI clients are supported?

GreatArrow.ai exposes standard Model Context Protocol (MCP) endpoints, fully compatible with Claude Desktop, Claude Code, ChatGPT, Cursor IDE, Gemini CLI, Kiro Terminal, and more.

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