Knowledge MCP — AI Workspace Template for Integration
Proxy
Connect external knowledge sources via MCP to your AI proxy. Pull live data from APIs, databases, and tools into every response.
Template Knowledge MCP bundles a ready-to-deploy workspace for integration workflows. Install in one click from the Aerostack dashboard or via aerostack init --template=knowledge-mcp.
What It Does
Extend your AI proxy beyond static knowledge base documents. Connect live external data sources — databases, APIs, SaaS tools — via MCP (Model Context Protocol) and give your AI real-time access to query them during every conversation.
Your AI doesn't just read uploaded docs — it pulls live data from your actual systems.
How It Works
- Connect MCP servers — attach any Aerostack MCP server (Supabase, Notion, GitHub, Stripe, etc.) to your proxy
- User asks a question that requires external data
- Tool execution — the AI calls your connected MCP tools to retrieve current data
- Grounded response — answers using real data from your systems, not stale training knowledge
Use Cases
- Internal assistants that query your database, CRM, and project tracker to answer team questions with live data
- Customer-facing bots that pull real-time order status, account info, and billing data during conversations
- Research tools that combine your knowledge base with live API data for comprehensive answers
- Operations dashboards powered by natural language — ask questions, get answers from your actual data
MCP Integration
Aerostack's MCP marketplace has 50+ pre-built integrations. Connect Supabase, Notion, GitHub, Slack, Stripe, HubSpot, Linear, and more. Each tool becomes callable by your AI during conversations — no custom code required.
Metadata
What's Included
Deploy this proxy in minutes
Connect external knowledge sources via MCP to your AI proxy. Pull live data from APIs, databases, and tools into every response.
Similar Templates
View all →Frequently asked questions
What does the Knowledge MCP template include?+
The Knowledge MCP template is a pre-configured Aerostack workspace for integration. It bundles the required MCP servers, skills, and workflows. Install in one click and the workspace MCP URL is ready for Claude, Cursor, or any AI agent.
How do I install the Knowledge MCP template?+
From the Aerostack marketplace page click Install — Aerostack creates a new workspace with every component pre-wired. You can also install via CLI: aerostack install template aerostack/knowledge-mcp
Can I customize Knowledge MCP after installing?+
Yes. Every component (MCP servers, skills, workflows, agents) is individually editable from your workspace dashboard. Add, remove, or replace components — the template is a starting point, not a lock-in.
Is the Knowledge MCP template free to use?+
Templates are free to install. Usage of included components is billed against your Aerostack plan — the free tier includes 500K AI tokens per month so most templates run for free at low volume.