The Problem: Agentic AI is only as useful as the context it can reach. When users ask an AI assistant a Vault-specific question — about VQL syntax, API endpoints, SDK behavior, object configuration, or platform features — the assistant needs access to accurate, current documentation. Without that, the workflow breaks down quickly: the user pauses their workflow, searches the Developer Portal or Help Docs manually, copies relevant details, and brings that context back into the conversation.
That constant back-and-forth is exactly the kind of friction AI is supposed to remove.
The Solution: The Vault Docs MCP connects Veeva Vault documentation directly to AI assistants through the Model Context Protocol. Instead of treating documentation lookup as a separate task, the assistant can call the Vault Docs MCP as a tool, retrieve relevant Vault Platform documentation, and use that context inside the active session or workflow.
In other words: Veeva Vault Docs, meet agentic AI.
What Is the Vault Docs MCP?
The Vault Docs MCP is an MCP server. It implements the Model Context Protocol, an open standard that enables AI clients such as ChatGPT, Codex, Claude, or Claude Code to query remote knowledge bases.
Notably, the Vault Docs MCP is not limited to developer documentation. It exposes five read-only tools across Vault Platform documentation:
- Developer API Reference
- SDK/VAPIL Javadocs
- Platform Vault Help Docs, allowing searches against general configuration and usage guides
This makes it a useful reference point for both technical developers and Vault power users.
The Protocol Flow
The flow is straightforward: a user asks an AI assistant a Vault-related question. Instead of relying only on training data or model memory, the assistant calls the Vault Docs MCP server through its MCP client. The server searches Veeva’s official, published Vault Platform documentation and returns relevant documentation content. The assistant then uses that returned context to produce a more grounded response.
Defining the Boundaries: Reference vs. Execution
The Vault Docs MCP is a powerful reference tool, but its non-authenticated nature dictates a clear line between searchable knowledge and live execution.
The Vault Docs MCP is a reference layer for the Vault Platform, not a live action runner. While it is a useful knowledge base, its strict boundary is necessary due to its architecture:
| Capability | Supported Today? | Detail |
|---|---|---|
| “What is the VQL syntax for this?” | ✅ Yes | Excellent for technical lookup. |
| “What is the API path for this endpoint?” | ✅ Yes | Useful for integration mapping. |
| “How do I configure a general Vault Platform feature?” | ✅ Yes | Supported through dedicated search against Platform Vault Help Docs. |
| “How does a Safety user process this specific case?” | ❌ No | This requires application-specific workflows and context. |
| “What does this user have access to in our Vault?” | ❌ No | No knowledge of your live tenant configuration or permissions. |
| “Execute a Vault action.” | ❌ No | It is a reference tool, not a backend service. |
If your query involves foundational platform usage, the Vault Docs MCP is an excellent resource. If it involves application-specific execution paths or your specific customer configuration, you will still need the dedicated Vault application flow.
Getting Started: Setup Commands
The service is hosted at https://docs.veevavault.dev/mcp.
Claude Code:
claude mcp add --transport http vault-docs-mcp https://docs.veevavault.dev/mcpGemini CLI:
gemini mcp add --transport http vault-docs-mcp https://docs.veevavault.dev/mcpGemini Code Assist / IntelliJ: Add this block to establish the connection:
{ "mcpServers": { "vault_docs_mcp": { "httpUrl": "https://docs.veevavault.dev/mcp" } } }All three use --transport http and the endpoint above.
Architectural Deep Dive: The “No Auth” Trade-Off
The Vault Docs MCP requires no authentication. This is a conscious engineering decision that maximizes accessibility while strictly limiting the attack surface.
- The Architectural Choice: The service is constrained to returning only published documentation. It does not access live tenant data, configuration, or customer content.
- The Network Boundary: Because the service is publicly reachable, the network layer becomes the security perimeter. If your organization enforces strict egress controls, such as a corporate proxy or VPC endpoint, you must allow outbound HTTPS to
https://docs.veevavault.dev/mcp.
Action Required by Network Teams: Whitelist https://docs.veevavault.dev/mcp for developer subnet egress to enable Vault Docs MCP connectivity.
Conclusion
The Vault Docs MCP reduces documentation lookup from a browser tab to an in-client tool call. It keeps the user in their workflow.
It is a docs endpoint, but it’s one that lives inside the tool already driving the session.
Stay tuned for our next post, which walks through connecting the Vault Docs MCP across different clients.