Workflow design
MCP for internal knowledge search: preserve document permissions
Design search and document retrieval tools without exposing another team’s records. Includes a permission test matrix and source-grounded answer workflow.
Start with a question and an authorized source
An illustrative first workflow is answering “what is the deployment approval process for my team?” from a maintained engineering handbook. Keep the first source small and name a content owner. Define a search tool that accepts a query and bounded result limit, plus a fetch tool that retrieves a selected document by identifier. Do not begin by joining every company document store. The operating cost of stale content and inconsistent access rules can outweigh the convenience of a single endpoint. This article is a design guide, not a claim that a particular document integration is shipped in MCP Ops.
Keep search and retrieval permissions consistent
Filter search results according to trusted user permissions before returning titles, snippets or identifiers. Fetch must independently authorize the selected document; do not treat possession of an identifier from a previous search as permanent access. Recheck permissions after group changes or a document move. If using a cache, include the relevant authorization context and define how permission changes invalidate it. Otherwise a cached snippet can leak even when the document endpoint correctly denies access. Treat a caller-supplied email or team identifier as input, not proof of membership.
Return evidence that the assistant can attribute
Return a source title, stable identifier, authorized link and an available update timestamp alongside a bounded excerpt. Mark truncation explicitly. If the source is missing or permission is denied, return a meaningful outcome instead of fabricating a summary. Content inside a retrieved document is data, not an instruction to disclose credentials or override the user’s task. When a question requires a source the user cannot access, the assistant should explain the limitation without revealing restricted document names. Keep upstream errors distinguishable from a legitimate search with no results.
Test denied access as carefully as a useful answer
Build synthetic documents for an engineering user, an operations user and a user with no group membership. Test each identity against each document through both search and fetch. Also test a user removed from a group after an initial successful query, a stale cache entry and a known restricted document ID supplied directly. Record expected and observed outcomes, without copying sensitive documents into the test report. Repeat these cases when changing search indexing, caching or identity propagation. A plausible answer to one query is not an access-control test.
Match the hosting identity model to the data
Before selecting a host, identify where user identity is verified and how the upstream request gets its authority. MCP Ops consumer keys can control gateway access, but they do not themselves implement document-level user authorization or completed OAuth account linking. Use a dataset with an appropriate shared access boundary only if that is the intended model and it is enforced. If each employee needs their existing document permissions preserved, implement and verify that path before onboarding real company material. Keep the first test on synthetic or explicitly approved non-sensitive content.
Before you proceed
Mark the items you have reviewed. This is a local reading aid, not a security assessment; it resets when you leave.
Use this checklist during your own review. It is not a certification or an automated test result.