Connecting Your Data
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Learn how to connect your data sources to your agents through MCP servers
Connect your data sources to your agents through MCP servers. Support websites, GitHub repositories, documentation, knowledge bases, PDFs, and more. Your agents can search and access this content in real-time.
How it works
- Set up your data source - Configure your chosen provider and connect your data sources
- Get your MCP server URL - Obtain the MCP server endpoint from your provider
- Register the MCP server - Register it as a tool in the Visual Builder or TypeScript SDK
- Use in your agents - Your agents can now search and access your connected data
Choose a data provider
Select a provider that supports your data sources:
Inkeep
Connect 25+ data sources including websites, GitHub, Notion, Slack, Confluence, and more. Comprehensive knowledge base solution.
Pinecone
Connect DOCX, JSON, Markdown, PDF, and Text files. Ideal for document-heavy workflows and semantic search applications.
Context7
Connect GitHub, GitLab, BitBucket repositories, OpenAPI specs, and websites. Great for code documentation.
Ref
Connect GitHub repositories, PDFs, and Markdown files. Simple and focused solution for documentation.
Other options
We recommend Inkeep, Context7, or Ref for the easiest setup—they handle MCP server management automatically.
For more advanced use cases, you can use Reducto or Unstructured. Both offer self-serve free tiers and allow you to upload documents and access them via their APIs or SDKs. You can either wrap these in your own MCP server or invoke them directly using function tools.